mirror of
https://github.com/MindWorkAI/AI-Studio.git
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Delete the old capability rules
This commit is contained in:
Thorsten Sommer
parent
b6defc8b4b
commit
51613e3748
GPG Key ID:
371BBA77A02C0108
@ -1,220 +0,0 @@
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using AIStudio.Provider;
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namespace AIStudio.Settings;
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public static partial class ProviderExtensions
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{
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private static List<Capability> GetModelCapabilitiesAlibaba(Model model)
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{
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var modelName = NormalizeModelId(model.Id).AsSpan();
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// Qwen models:
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if (modelName.StartsWith("qwen"))
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{
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// Check for omni models. Alibaba lists the Qwen3 and Qwen3.5 Omni series among the
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// models which call functions; the older qwen-omni ones are not on that list, which
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// is what the version check separates here:
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if (modelName.IndexOf("omni") is not -1)
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{
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if (modelName.StartsWith("qwen3"))
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return
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[
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Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
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Capability.AUDIO_INPUT, Capability.SPEECH_INPUT,
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Capability.VIDEO_INPUT,
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Capability.TEXT_OUTPUT, Capability.SPEECH_OUTPUT,
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Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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return
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[
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Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
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Capability.AUDIO_INPUT, Capability.SPEECH_INPUT,
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Capability.VIDEO_INPUT,
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Capability.TEXT_OUTPUT, Capability.SPEECH_OUTPUT,
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Capability.CHAT_COMPLETION_API,
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];
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}
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// Check for Qwen 3.5:
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if(modelName.StartsWith("qwen3.5"))
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return
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[
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Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.OPTIONAL_REASONING, Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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// Check for Qwen 3.6 family:
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if(modelName.StartsWith("qwen3.6"))
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return
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[
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Capability.TEXT_INPUT, Capability.VIDEO_INPUT,
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Capability.MULTIPLE_IMAGE_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.ALWAYS_REASONING, Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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// Check for the Qwen 3.7 family. Thinking is optional here and switched on by
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// default, except for the two preview snapshots, which do nothing else:
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if(modelName.StartsWith("qwen3.7"))
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{
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if(modelName.IndexOf("-preview") is not -1 ||
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modelName.IndexOf("-2026-05-17") is not -1)
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return
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[
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Capability.TEXT_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.ALWAYS_REASONING, Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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// Vision arrived in the middle of the series. The rolling qwen3.7-max alias
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// still answers as the text-only May snapshot, so only the June one may be
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// told that it reads images and video:
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if(modelName.IndexOf("-2026-06-08") is not -1)
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return
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[
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Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT, Capability.VIDEO_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.REASONING_BY_DEFAULT, Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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return
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[
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Capability.TEXT_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.REASONING_BY_DEFAULT, Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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}
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// Check for the Qwen 3.8 family:
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if(modelName.StartsWith("qwen3.8"))
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{
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// Flash thinks by default, but thinking can be turned off:
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if(modelName.StartsWith("qwen3.8-flash"))
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return
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[
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Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT, Capability.VIDEO_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.REASONING_BY_DEFAULT, Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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// Unlike the open-weight checkpoint, the Max model keeps its vision
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// capabilities when used through Alibaba Cloud:
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if(modelName.StartsWith("qwen3.8-max"))
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return
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[
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Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT, Capability.VIDEO_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.ALWAYS_REASONING, Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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// All other 3.8 models, such as the 27B one:
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return
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[
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Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.REASONING_BY_DEFAULT, Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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}
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// Check for the VL models. Alibaba names the Qwen3-VL Plus and Flash series as
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// function callers; the older qwen-vl models are absent from that list:
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if(modelName.IndexOf("-vl-") is not -1)
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{
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if(modelName.StartsWith("qwen3"))
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return
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[
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Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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return
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[
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Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.CHAT_COMPLETION_API,
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];
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}
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// Check for Qwen 3:
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if(modelName.StartsWith("qwen3"))
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return
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[
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Capability.TEXT_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.OPTIONAL_REASONING, Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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}
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//
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// QwQ models. What Model Studio serves under this name is qwq-plus, a commercial
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// thinking-only model built on Qwen2.5. It is not the same model as the open-weight
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// QwQ-32B, which the rules for open source models cover; the two only share a family
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// name. Neither of them appears in Alibaba's list of models which call functions, and
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// the model card of the open weights does not mention tools at all, which is why this
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// states no such ability. Anybody who knows better can turn it on in the expert settings.
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//
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if (modelName.StartsWith("qwq"))
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{
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return
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[
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Capability.TEXT_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.ALWAYS_REASONING,
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Capability.CHAT_COMPLETION_API,
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];
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}
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// QVQ models:
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if (modelName.StartsWith("qvq"))
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{
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return
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[
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Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.ALWAYS_REASONING,
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Capability.CHAT_COMPLETION_API,
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];
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}
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// Default to text input and output:
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return
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[
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Capability.TEXT_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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}
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}
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@ -1,80 +0,0 @@
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using AIStudio.Provider;
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namespace AIStudio.Settings;
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public static partial class ProviderExtensions
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{
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private static List<Capability> GetModelCapabilitiesAnthropic(Model model)
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{
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var modelName = NormalizeModelId(model.Id).AsSpan();
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// Claude Fable 5 and Mythos 5 always use adaptive thinking:
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if(modelName.StartsWith("claude-fable-5") || modelName.StartsWith("claude-mythos-5"))
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return [
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Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.ALWAYS_REASONING, Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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// Claude Opus 5 and Sonnet 5 think adaptively unless thinking is turned off:
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if(modelName.StartsWith("claude-opus-5") || modelName.StartsWith("claude-sonnet-5"))
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return [
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Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.REASONING_BY_DEFAULT, Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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// Claude Haiku 4.5 needs an explicit thinking budget to reason:
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if(modelName.StartsWith("claude-haiku-4-5"))
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return [
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Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.OPTIONAL_REASONING, Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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// Claude 4.x models:
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if(modelName.StartsWith("claude-opus-4") || modelName.StartsWith("claude-sonnet-4"))
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return [
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Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.OPTIONAL_REASONING, Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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// Claude 3.7 is able to do reasoning:
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if(modelName.StartsWith("claude-3-7"))
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return [
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Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.OPTIONAL_REASONING, Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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// All other 3.x models are able to process text and images as input:
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if(modelName.StartsWith("claude-3-"))
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return [
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Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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// Any other model. Every current Claude model accepts images, so we assume the
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// same for models we do not know yet:
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return [
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Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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}
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}
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@ -1,38 +0,0 @@
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using AIStudio.Provider;
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namespace AIStudio.Settings;
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public static partial class ProviderExtensions
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{
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private static List<Capability> GetModelCapabilitiesDeepSeek(Model model)
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{
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var modelName = NormalizeModelId(model.Id).AsSpan();
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// The reasoner alias points to the thinking mode of the current flash model:
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if(modelName.IndexOf("reasoner") is not -1)
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return
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[
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Capability.TEXT_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.ALWAYS_REASONING, Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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// The chat alias points to the non-thinking mode of the same model:
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if(modelName.IndexOf("chat") is not -1)
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return
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[
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Capability.TEXT_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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// DeepSeek publishes its models as open weights and offers them under the same
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// names here. Instead of maintaining a second copy of those rules, we reuse the
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// ones for open source models:
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return GetModelCapabilitiesOpenSource(model);
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}
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}
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@ -1,85 +0,0 @@
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using AIStudio.Provider;
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namespace AIStudio.Settings;
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public static partial class ProviderExtensions
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{
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/// <summary>
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/// Determines the capabilities of a model offered through a gateway.
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/// </summary>
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/// <remarks>
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/// A gateway serves the models of many other providers rather than models of its own. OpenRouter,
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/// LiteLLM, and the Hugging Face router all work that way, and all three name their models the
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/// same: "vendor/model-name".
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/// </remarks>
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/// <param name="model">The model as the gateway names it.</param>
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/// <returns>The capabilities of the model when reached through a gateway.</returns>
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private static List<Capability> GetModelCapabilitiesGateway(Model model)
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{
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//
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// Model IDs follow the pattern "vendor/model-name". Examples:
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// - openai/gpt-5.6
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// - anthropic/claude-opus-5
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// - google/gemini-3.7-flash
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// - qwen/qwen3.8-flash-next
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//
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// A gateway offers the models of all the other providers. Instead of keeping a
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// second set of rules here, which would always lag behind, we hand the model
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// over to the provider implementation which already knows it. The vendor prefix
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// has to be removed first: some of those implementations match the beginning of
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// the model name and would not recognize a prefixed ID.
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//
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var separatorIndex = model.Id.IndexOf('/');
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var vendor = separatorIndex is -1 ? string.Empty : model.Id[..separatorIndex].ToLowerInvariant();
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var bareModel = separatorIndex is -1 ? model : model with { Id = model.Id[(separatorIndex + 1)..] };
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var bareModelName = NormalizeModelId(bareModel.Id).AsSpan();
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var capabilities = vendor switch
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{
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// The gpt-oss models are open weights. The OpenAI implementation does not
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// know them, because they are not part of the OpenAI cloud offering:
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"openai" when bareModelName.IndexOf("gpt-oss") is not -1 => GetModelCapabilitiesOpenSource(bareModel),
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"openai" => GetModelCapabilitiesOpenAI(bareModel),
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"anthropic" => GetModelCapabilitiesAnthropic(bareModel),
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// Gemma is open weights, Gemini is not:
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"google" when bareModelName.IndexOf("gemma") is not -1 => GetModelCapabilitiesOpenSource(bareModel),
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"google" => GetModelCapabilitiesGoogle(bareModel),
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"mistralai" => GetModelCapabilitiesMistral(bareModel),
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"perplexity" => GetModelCapabilitiesPerplexity(bareModel),
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// Everything else is open source: Qwen, Llama, GLM, Kimi, Muse, Hunyuan,
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// Nemotron, Grok, and whatever a gateway adds next. DeepSeek belongs here
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// as well: its own implementation covers the aliases of the DeepSeek
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// platform, while the gateways use the names of the open weights.
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_ => GetModelCapabilitiesOpenSource(bareModel),
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};
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return NormalizeForGateway(capabilities);
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}
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/// <summary>
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/// Adjusts the capabilities reported by another provider for use through a gateway.
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/// </summary>
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/// <param name="capabilities">The capabilities as reported by the provider implementation.</param>
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/// <returns>The capabilities as they apply when using the model through a gateway.</returns>
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/// <remarks>
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/// A gateway serves every model through its OpenAI-compatible chat completion API.
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/// The Responses API is not available there, no matter which API the original
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/// provider offers.
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///
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/// The same holds for a provider which resells a model under its plain name instead of
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/// prefixing it with the vendor, such as GWDG. Those go through the open source rules, which
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/// call this for the very same reason.
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/// </remarks>
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private static List<Capability> NormalizeForGateway(List<Capability> capabilities)
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{
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capabilities.Remove(Capability.RESPONSES_API);
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if(!capabilities.Contains(Capability.CHAT_COMPLETION_API))
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capabilities.Add(Capability.CHAT_COMPLETION_API);
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return capabilities;
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}
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}
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@ -1,162 +0,0 @@
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using AIStudio.Provider;
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namespace AIStudio.Settings;
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public static partial class ProviderExtensions
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{
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private static List<Capability> GetModelCapabilitiesGoogle(Model model)
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{
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var modelName = NormalizeModelId(model.Id).AsSpan();
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if (modelName.IndexOf("gemini-") is not -1)
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{
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//
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// Image generation models. They carry a version number like every other model and
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// have to be asked about first, or gemini-3-pro-image would be read as a chat model
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// of the 3.x line and be promised function calling. No image model of the family
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// offers that; what they do offer, and the chat models do not, is writing images.
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//
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if (modelName.IndexOf("-image") is not -1)
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{
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// Of the image models, only the 3.1 Flash ones read video. They think about
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// complex prompts, and, as with the 3.x chat models, thinking cannot be
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// switched off:
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if (modelName.IndexOf("gemini-3.1-flash") is not -1)
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return
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[
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Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT, Capability.VIDEO_INPUT,
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Capability.TEXT_OUTPUT, Capability.IMAGE_OUTPUT,
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Capability.ALWAYS_REASONING,
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Capability.CHAT_COMPLETION_API,
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];
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// Every other Gemini 3 image model thinks as well, it just does not read video:
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if (modelName.IndexOf("gemini-3") is not -1)
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return
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[
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Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
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Capability.TEXT_OUTPUT, Capability.IMAGE_OUTPUT,
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Capability.ALWAYS_REASONING,
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Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
|
||||
// The older image models, such as the 2.5 Flash one, do not think:
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
|
||||
|
||||
Capability.TEXT_OUTPUT, Capability.IMAGE_OUTPUT,
|
||||
Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
}
|
||||
|
||||
// Chat-compatible Gemini 3.x reasoning models. We match the entire 3.x line
|
||||
// so that new releases are covered as well: they all reason, and the
|
||||
// thinking level can only be lowered, never turned off. That holds for the
|
||||
// Flash Lite models of this line too, which is what sets them apart from
|
||||
// Gemini 2.5 Flash Lite below: there, thinking is off until it is asked for,
|
||||
// while here the lowest level still thinks. The two rolling aliases carry no
|
||||
// version number and are listed separately:
|
||||
if (modelName.IndexOf("gemini-3") is not -1 ||
|
||||
modelName is "gemini-flash-latest" ||
|
||||
modelName is "gemini-pro-latest")
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT, Capability.AUDIO_INPUT,
|
||||
Capability.SPEECH_INPUT, Capability.VIDEO_INPUT,
|
||||
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.ALWAYS_REASONING, Capability.FUNCTION_CALLING,
|
||||
Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
|
||||
// Gemini 2.5 Flash Lite supports thinking, but the default is off:
|
||||
if (modelName.IndexOf("gemini-2.5-flash-lite") is not -1)
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT, Capability.AUDIO_INPUT,
|
||||
Capability.SPEECH_INPUT, Capability.VIDEO_INPUT,
|
||||
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.OPTIONAL_REASONING, Capability.FUNCTION_CALLING,
|
||||
Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
|
||||
// Reasoning models:
|
||||
if (modelName.IndexOf("gemini-2.5") is not -1)
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT, Capability.AUDIO_INPUT,
|
||||
Capability.SPEECH_INPUT, Capability.VIDEO_INPUT,
|
||||
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.ALWAYS_REASONING, Capability.FUNCTION_CALLING,
|
||||
Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
|
||||
// Realtime model:
|
||||
if(modelName.IndexOf("-2.0-flash-live-") is not -1)
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.AUDIO_INPUT, Capability.SPEECH_INPUT,
|
||||
Capability.VIDEO_INPUT,
|
||||
|
||||
Capability.TEXT_OUTPUT, Capability.SPEECH_OUTPUT,
|
||||
|
||||
Capability.FUNCTION_CALLING,
|
||||
Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
|
||||
//
|
||||
// There used to be a branch here which withheld function calling from the 2.0 Flash
|
||||
// models. It said the wrong thing about them, and it only ever caught the dated IDs
|
||||
// because it asked for a trailing hyphen: the plain gemini-2.0-flash alias walked
|
||||
// past it and got a different answer than gemini-2.0-flash-001, which is the same
|
||||
// model. Both questions are moot now, because Google shut the 2.0 Flash chat models
|
||||
// down on 1 June 2026. Anything still asking for one of those names gets the default
|
||||
// below. The live model above keeps its branch: it belongs to a different API whose
|
||||
// retirement Google announces separately.
|
||||
//
|
||||
|
||||
// The old 1.0 pro vision model:
|
||||
if(modelName.IndexOf("pro-vision") is not -1)
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
|
||||
|
||||
Capability.TEXT_OUTPUT,
|
||||
Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
|
||||
// Default to all other Gemini models:
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT, Capability.AUDIO_INPUT,
|
||||
Capability.SPEECH_INPUT, Capability.VIDEO_INPUT,
|
||||
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.FUNCTION_CALLING,
|
||||
Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
}
|
||||
|
||||
// Default for all other models:
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
|
||||
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.FUNCTION_CALLING,
|
||||
Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
}
|
||||
}
|
||||
@ -1,191 +0,0 @@
|
||||
using AIStudio.Provider;
|
||||
|
||||
namespace AIStudio.Settings;
|
||||
|
||||
public static partial class ProviderExtensions
|
||||
{
|
||||
//
|
||||
// Mistral names its models after the month they were released: mistral-large-2512 is
|
||||
// Mistral Large 3 from December 2025. The version number lives in the marketing name only,
|
||||
// so matching on it misses nearly every model the API actually serves. The constants below
|
||||
// read as YYMM and say from which release on a family gained a capability.
|
||||
//
|
||||
private const int MISTRAL_LARGE_VISION_SINCE = 2512; // Mistral Large 3
|
||||
private const int MISTRAL_LARGE_REASONING_SINCE = 2512; // Mistral Large 3
|
||||
private const int MISTRAL_MEDIUM_VISION_SINCE = 2505; // Mistral Medium 3
|
||||
private const int MISTRAL_MEDIUM_REASONING_SINCE = 2604; // Mistral Medium 3.5
|
||||
private const int MISTRAL_SMALL_VISION_SINCE = 2503; // Mistral Small 3.1
|
||||
private const int MISTRAL_SMALL_REASONING_SINCE = 2603; // Mistral Small 4
|
||||
private const int MINISTRAL_VISION_SINCE = 2512; // Ministral 3
|
||||
|
||||
/// <summary>
|
||||
/// Used for families which have no reasoning at all. No release date can ever reach it.
|
||||
/// </summary>
|
||||
private const int MISTRAL_REASONING_NEVER = int.MaxValue;
|
||||
|
||||
//
|
||||
// Where the "latest" aliases point to. Mistral moves them on with every release, so they
|
||||
// have to behave like the release they resolve to instead of carrying their own rules.
|
||||
//
|
||||
private const int MISTRAL_LARGE_LATEST = 2512;
|
||||
private const int MISTRAL_MEDIUM_LATEST = 2604;
|
||||
private const int MISTRAL_SMALL_LATEST = 2603;
|
||||
private const int MINISTRAL_LATEST = 2512;
|
||||
|
||||
/// <summary>
|
||||
/// Mistral released its first date-named model in 2023. Anything below that is not a release
|
||||
/// date but a parameter count or a context size which happens to have four digits.
|
||||
/// </summary>
|
||||
private const int MISTRAL_FIRST_RELEASE_YEAR = 23;
|
||||
|
||||
//
|
||||
// Mistral serves some models under their marketing version as well, and it writes the version
|
||||
// separator both ways: mistral-medium-3.5 and mistral-medium-3-5 are the same model. Those
|
||||
// names carry no release date, so we map them onto the release they stand for. The order
|
||||
// matters: the more specific version has to come first, otherwise "3" would swallow "3.5".
|
||||
//
|
||||
private static readonly (string VersionName, int ReleaseDate)[] MISTRAL_VERSION_NAMES =
|
||||
[
|
||||
("mistral-large-3", 2512),
|
||||
|
||||
("mistral-medium-3.5", 2604),
|
||||
("mistral-medium-3-5", 2604),
|
||||
("mistral-medium-3.1", 2508),
|
||||
("mistral-medium-3-1", 2508),
|
||||
("mistral-medium-3", 2505),
|
||||
|
||||
("mistral-small-4", 2603),
|
||||
("mistral-small-3.2", 2506),
|
||||
("mistral-small-3-2", 2506),
|
||||
("mistral-small-3.1", 2503),
|
||||
("mistral-small-3-1", 2503),
|
||||
("mistral-small-3", 2501),
|
||||
];
|
||||
|
||||
private static List<Capability> GetModelCapabilitiesMistral(Model model)
|
||||
{
|
||||
var modelName = NormalizeModelId(model.Id).AsSpan();
|
||||
|
||||
// Pixtral models are able to do process images:
|
||||
if (modelName.IndexOf("pixtral") is not -1)
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.FUNCTION_CALLING,
|
||||
Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
|
||||
// Mistral saba:
|
||||
if (modelName.IndexOf("mistral-saba-") is not -1)
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
|
||||
//
|
||||
// The four families Mistral versions by release date. Ministral has to be matched before
|
||||
// the others, although its name does not contain "mistral" as a substring: keeping the
|
||||
// families together makes the block easier to read.
|
||||
//
|
||||
if (modelName.IndexOf("ministral") is not -1)
|
||||
return BuildMistralCapabilities(GetMistralReleaseDate(modelName, MINISTRAL_LATEST), MINISTRAL_VISION_SINCE, MISTRAL_REASONING_NEVER);
|
||||
|
||||
if (modelName.IndexOf("mistral-large") is not -1)
|
||||
return BuildMistralCapabilities(GetMistralReleaseDate(modelName, MISTRAL_LARGE_LATEST), MISTRAL_LARGE_VISION_SINCE, MISTRAL_LARGE_REASONING_SINCE);
|
||||
|
||||
if (modelName.IndexOf("mistral-medium") is not -1)
|
||||
return BuildMistralCapabilities(GetMistralReleaseDate(modelName, MISTRAL_MEDIUM_LATEST), MISTRAL_MEDIUM_VISION_SINCE, MISTRAL_MEDIUM_REASONING_SINCE);
|
||||
|
||||
if (modelName.IndexOf("mistral-small") is not -1)
|
||||
return BuildMistralCapabilities(GetMistralReleaseDate(modelName, MISTRAL_SMALL_LATEST), MISTRAL_SMALL_VISION_SINCE, MISTRAL_SMALL_REASONING_SINCE);
|
||||
|
||||
// Default:
|
||||
return GetModelCapabilitiesOpenSource(model);
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Determines the release date a Mistral model belongs to.
|
||||
/// </summary>
|
||||
/// <param name="modelName">The lowercase model name to inspect.</param>
|
||||
/// <param name="latestReleaseDate">The release the family's "latest" alias points to.</param>
|
||||
/// <returns>The release date as YYMM, or 0 when the name carries none.</returns>
|
||||
private static int GetMistralReleaseDate(ReadOnlySpan<char> modelName, int latestReleaseDate)
|
||||
{
|
||||
// The "latest" alias always points to the newest release of its family:
|
||||
if (modelName.IndexOf("-latest") is not -1)
|
||||
return latestReleaseDate;
|
||||
|
||||
foreach (var (versionName, releaseDate) in MISTRAL_VERSION_NAMES)
|
||||
if (modelName.IndexOf(versionName) is not -1)
|
||||
return releaseDate;
|
||||
|
||||
return ReadMistralReleaseDate(modelName);
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Reads the four-digit release date out of a Mistral model name.
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// The block has to be exactly four digits long and has to read as a plausible year and month.
|
||||
/// Without that, the size of a model would be mistaken for its release: ministral-14b-2512
|
||||
/// must resolve to 2512 and not to anything the "14b" part could be read as.
|
||||
/// </remarks>
|
||||
/// <param name="modelName">The lowercase model name to inspect.</param>
|
||||
/// <returns>The release date as YYMM, or 0 when the name carries none.</returns>
|
||||
private static int ReadMistralReleaseDate(ReadOnlySpan<char> modelName)
|
||||
{
|
||||
for (var index = 0; index + 4 <= modelName.Length; index++)
|
||||
{
|
||||
// A digit next to the block means the block is longer than four digits:
|
||||
if (index > 0 && char.IsAsciiDigit(modelName[index - 1]))
|
||||
continue;
|
||||
|
||||
if (index + 4 < modelName.Length && char.IsAsciiDigit(modelName[index + 4]))
|
||||
continue;
|
||||
|
||||
var candidate = modelName.Slice(index, 4);
|
||||
if (!char.IsAsciiDigit(candidate[0]) || !char.IsAsciiDigit(candidate[1]) ||
|
||||
!char.IsAsciiDigit(candidate[2]) || !char.IsAsciiDigit(candidate[3]))
|
||||
continue;
|
||||
|
||||
var releaseDate = int.Parse(candidate);
|
||||
var year = releaseDate / 100;
|
||||
var month = releaseDate % 100;
|
||||
if (year < MISTRAL_FIRST_RELEASE_YEAR || month is < 1 or > 12)
|
||||
continue;
|
||||
|
||||
return releaseDate;
|
||||
}
|
||||
|
||||
return 0;
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Builds the capabilities of a Mistral model from its release date.
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// A model whose release date we cannot read gets neither image input nor reasoning. That is
|
||||
/// the safe direction: offering an ability the model does not have would fail the request,
|
||||
/// whereas a missing one can be added by hand through the capability overrides.
|
||||
/// </remarks>
|
||||
/// <param name="releaseDate">The release date of the model as YYMM, or 0 when unknown.</param>
|
||||
/// <param name="visionSince">The release from which this family accepts images.</param>
|
||||
/// <param name="reasoningSince">The release from which this family can reason.</param>
|
||||
/// <returns>The capabilities of the model.</returns>
|
||||
private static List<Capability> BuildMistralCapabilities(int releaseDate, int visionSince, int reasoningSince)
|
||||
{
|
||||
List<Capability> capabilities = [Capability.TEXT_INPUT, Capability.FUNCTION_CALLING, Capability.CHAT_COMPLETION_API, Capability.TEXT_OUTPUT];
|
||||
|
||||
if (releaseDate >= visionSince)
|
||||
capabilities.Add(Capability.MULTIPLE_IMAGE_INPUT);
|
||||
|
||||
if (releaseDate >= reasoningSince)
|
||||
capabilities.Add(Capability.OPTIONAL_REASONING);
|
||||
|
||||
return capabilities;
|
||||
}
|
||||
}
|
||||
@ -1,226 +0,0 @@
|
||||
using AIStudio.Provider;
|
||||
|
||||
namespace AIStudio.Settings;
|
||||
|
||||
public static partial class ProviderExtensions
|
||||
{
|
||||
private static List<Capability> GetModelCapabilitiesOpenAI(Model model)
|
||||
{
|
||||
var modelName = NormalizeModelId(model.Id).AsSpan();
|
||||
|
||||
if (modelName is "gpt-4o-search-preview")
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.WEB_SEARCH,
|
||||
Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
|
||||
if (modelName is "gpt-4o-mini-search-preview")
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.WEB_SEARCH,
|
||||
Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
|
||||
if (modelName.StartsWith("o1-mini"))
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.ALWAYS_REASONING,
|
||||
Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
|
||||
if(modelName is "gpt-3.5-turbo")
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
Capability.RESPONSES_API,
|
||||
];
|
||||
|
||||
if(modelName.StartsWith("gpt-3.5"))
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
|
||||
if (modelName.StartsWith("o3-mini"))
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.ALWAYS_REASONING, Capability.FUNCTION_CALLING,
|
||||
Capability.RESPONSES_API,
|
||||
];
|
||||
|
||||
if (modelName.StartsWith("o4-mini") || modelName.StartsWith("o3"))
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.ALWAYS_REASONING, Capability.FUNCTION_CALLING,
|
||||
Capability.WEB_SEARCH,
|
||||
Capability.RESPONSES_API,
|
||||
];
|
||||
|
||||
if (modelName.StartsWith("o1"))
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.ALWAYS_REASONING, Capability.FUNCTION_CALLING,
|
||||
Capability.RESPONSES_API,
|
||||
];
|
||||
|
||||
if(modelName.StartsWith("gpt-4-turbo"))
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.FUNCTION_CALLING,
|
||||
Capability.RESPONSES_API,
|
||||
];
|
||||
|
||||
if(modelName is "gpt-4" || modelName.StartsWith("gpt-4-"))
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
Capability.RESPONSES_API,
|
||||
];
|
||||
|
||||
if(modelName.StartsWith("gpt-5-nano"))
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.FUNCTION_CALLING, Capability.ALWAYS_REASONING,
|
||||
Capability.WEB_SEARCH,
|
||||
Capability.RESPONSES_API,
|
||||
];
|
||||
|
||||
if(modelName is "gpt-5" || modelName.StartsWith("gpt-5-"))
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.FUNCTION_CALLING, Capability.ALWAYS_REASONING,
|
||||
Capability.WEB_SEARCH,
|
||||
Capability.RESPONSES_API,
|
||||
];
|
||||
|
||||
//
|
||||
// None of the GPT-5 models writes images itself. They can ask for one through the
|
||||
// image generation tool, which is a tool call like any other and produces a picture
|
||||
// from a separate model. That is a different thing from an output modality, and we
|
||||
// must not report it as one: the chat would then offer to receive images which never
|
||||
// arrive.
|
||||
//
|
||||
if(modelName is "gpt-5.1" || modelName.StartsWith("gpt-5.1-"))
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.FUNCTION_CALLING, Capability.OPTIONAL_REASONING,
|
||||
Capability.WEB_SEARCH,
|
||||
Capability.RESPONSES_API, Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
|
||||
if(modelName is "gpt-5.2" || modelName.StartsWith("gpt-5.2-"))
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.FUNCTION_CALLING, Capability.OPTIONAL_REASONING,
|
||||
Capability.WEB_SEARCH,
|
||||
Capability.RESPONSES_API, Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
|
||||
if(modelName is "gpt-5.3" || modelName.StartsWith("gpt-5.3-"))
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.FUNCTION_CALLING, Capability.OPTIONAL_REASONING,
|
||||
Capability.WEB_SEARCH,
|
||||
Capability.RESPONSES_API, Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
|
||||
if(modelName is "gpt-5.4" || modelName.StartsWith("gpt-5.4-"))
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.FUNCTION_CALLING, Capability.OPTIONAL_REASONING,
|
||||
Capability.WEB_SEARCH,
|
||||
Capability.RESPONSES_API, Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
|
||||
if(modelName is "gpt-5.5" || modelName.StartsWith("gpt-5.5-"))
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.FUNCTION_CALLING, Capability.REASONING_BY_DEFAULT,
|
||||
Capability.WEB_SEARCH,
|
||||
Capability.RESPONSES_API, Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
|
||||
if(modelName is "gpt-5.6" || modelName.StartsWith("gpt-5.6-"))
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.FUNCTION_CALLING, Capability.REASONING_BY_DEFAULT,
|
||||
Capability.WEB_SEARCH,
|
||||
Capability.RESPONSES_API, Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
|
||||
//
|
||||
// GPT-6 Astra. Unlike the 5.5 and 5.6 models, it reasons on every request: the effort
|
||||
// reaches from low to max, and there is no setting which switches thinking off.
|
||||
//
|
||||
if(modelName is "gpt-6-astra" || modelName.StartsWith("gpt-6-astra-"))
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.FUNCTION_CALLING, Capability.ALWAYS_REASONING,
|
||||
Capability.WEB_SEARCH,
|
||||
Capability.RESPONSES_API, Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT,
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.FUNCTION_CALLING,
|
||||
Capability.RESPONSES_API,
|
||||
Capability.WEB_SEARCH,
|
||||
];
|
||||
}
|
||||
}
|
||||
File diff suppressed because it is too large
Load Diff
@ -1,41 +0,0 @@
|
||||
using AIStudio.Provider;
|
||||
|
||||
namespace AIStudio.Settings;
|
||||
|
||||
public static partial class ProviderExtensions
|
||||
{
|
||||
private static List<Capability> GetModelCapabilitiesPerplexity(Model model)
|
||||
{
|
||||
var modelName = NormalizeModelId(model.Id).AsSpan();
|
||||
|
||||
//
|
||||
// No Sonar model writes images. What looked like it does is the option to have the
|
||||
// answer come with images: those are pictures the search found on the pages it read,
|
||||
// handed back as links, not something the model drew.
|
||||
//
|
||||
if(modelName.IndexOf("reasoning") is not -1 ||
|
||||
modelName.IndexOf("deep-research") is not -1)
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT,
|
||||
Capability.MULTIPLE_IMAGE_INPUT,
|
||||
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.ALWAYS_REASONING,
|
||||
Capability.WEB_SEARCH,
|
||||
Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
|
||||
return
|
||||
[
|
||||
Capability.TEXT_INPUT,
|
||||
Capability.MULTIPLE_IMAGE_INPUT,
|
||||
|
||||
Capability.TEXT_OUTPUT,
|
||||
|
||||
Capability.WEB_SEARCH,
|
||||
Capability.CHAT_COMPLETION_API,
|
||||
];
|
||||
}
|
||||
}
|
||||
@ -1,76 +1,11 @@
|
||||
using AIStudio.Models;
|
||||
using AIStudio.Models;
|
||||
using AIStudio.Models.Registry;
|
||||
using AIStudio.Provider;
|
||||
using AIStudio.Provider.HuggingFace;
|
||||
|
||||
namespace AIStudio.Settings;
|
||||
|
||||
public static partial class ProviderExtensions
|
||||
{
|
||||
/// <summary>
|
||||
/// The longest model ID we normalize without going to the heap.
|
||||
/// </summary>
|
||||
private const int MAX_STACK_ALLOCATED_MODEL_ID_LENGTH = 256;
|
||||
|
||||
/// <summary>
|
||||
/// Brings a model ID into the form the capability rules are written in.
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// Every provider names the same model differently, and the difference is rarely in the words:
|
||||
/// it is in what sits between them. Ollama separates the variant with a colon
|
||||
/// ("qwen3.8:27b-mlx"), Blablador answers with a whole sentence ("10 - Muse Glimmer 30b - the
|
||||
/// newest META model"), Fireworks puts a path in front
|
||||
/// ("accounts/fireworks/models/llama-v3p1-405b-instruct"), and the hubs use hyphens. Without
|
||||
/// this, every rule would have to spell out each of those writings, which is what the Llama
|
||||
/// block used to do with four variants of one check.
|
||||
///
|
||||
/// The dots stay. They carry the version boundary: llama3 and llama3.1 are different models,
|
||||
/// and only the latter calls functions. Dropping them would merge the two.
|
||||
///
|
||||
/// The patterns in the rules are written in this normalized form already, which is why they
|
||||
/// use lowercase and hyphens throughout.
|
||||
/// </remarks>
|
||||
/// <param name="modelId">The model ID as the provider reports it.</param>
|
||||
/// <returns>The model ID in lowercase, with every separator written as a single hyphen.</returns>
|
||||
private static string NormalizeModelId(string modelId)
|
||||
{
|
||||
if (string.IsNullOrWhiteSpace(modelId))
|
||||
return string.Empty;
|
||||
|
||||
//
|
||||
// Normalizing never makes a name longer, so the original length is always enough room.
|
||||
// Model IDs are short, which is why the buffer lives on the stack: the longest ones we
|
||||
// know of are the descriptive names Blablador answers with, at around 75 characters. A
|
||||
// provider reporting something longer still gets a correct answer, just from the heap.
|
||||
//
|
||||
Span<char> normalized = modelId.Length <= MAX_STACK_ALLOCATED_MODEL_ID_LENGTH
|
||||
? stackalloc char[modelId.Length]
|
||||
: new char[modelId.Length];
|
||||
|
||||
var length = 0;
|
||||
foreach (var character in modelId)
|
||||
{
|
||||
if (char.IsAsciiLetterOrDigit(character) || character is '.')
|
||||
{
|
||||
normalized[length++] = char.ToLowerInvariant(character);
|
||||
continue;
|
||||
}
|
||||
|
||||
// Anything else separates two parts of the name. A leading separator, and a repeated
|
||||
// one, say nothing and would only get in the way of the patterns:
|
||||
if (length is 0 || normalized[length - 1] is '-')
|
||||
continue;
|
||||
|
||||
normalized[length++] = '-';
|
||||
}
|
||||
|
||||
// A trailing separator carries no meaning either:
|
||||
if (length > 0 && normalized[length - 1] is '-')
|
||||
length--;
|
||||
|
||||
return new string(normalized[..length]);
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Everything the app knows about the model this provider instance is configured with.
|
||||
/// </summary>
|
||||
@ -118,17 +53,6 @@ public static partial class ProviderExtensions
|
||||
: stated;
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Get the capabilities of the model used by the configured provider.
|
||||
/// </summary>
|
||||
/// <param name="provider">The configured provider.</param>
|
||||
/// <returns>The capabilities of the configured model.</returns>
|
||||
public static List<Capability> GetModelCapabilities(this Provider provider)
|
||||
{
|
||||
var automaticCapabilities = provider.UsedLLMProvider.GetModelCapabilities(provider.Model);
|
||||
return provider.CapabilityOverrides?.ApplyTo(automaticCapabilities) ?? automaticCapabilities;
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Get whether the model used by the configured provider accepts images as input.
|
||||
/// </summary>
|
||||
@ -141,56 +65,4 @@ public static partial class ProviderExtensions
|
||||
/// <param name="provider">The configured provider.</param>
|
||||
/// <returns><c>true</c> when the model accepts image input.</returns>
|
||||
public static bool SupportsImageInput(this Provider provider) => provider.GetModelProfile().HasAny(Capability.SINGLE_IMAGE_INPUT | Capability.MULTIPLE_IMAGE_INPUT);
|
||||
|
||||
/// <summary>
|
||||
/// Get the capabilities of a model for a specific provider.
|
||||
/// </summary>
|
||||
/// <param name="provider">The LLM provider.</param>
|
||||
/// <param name="model">The model to get the capabilities for.</param>
|
||||
/// <returns>>The capabilities of the model.</returns>
|
||||
public static List<Capability> GetModelCapabilities(this LLMProviders provider, Model model)
|
||||
{
|
||||
if (string.IsNullOrWhiteSpace(model.Id))
|
||||
return [];
|
||||
|
||||
return provider switch
|
||||
{
|
||||
LLMProviders.OPEN_AI => GetModelCapabilitiesOpenAI(model),
|
||||
LLMProviders.MISTRAL => GetModelCapabilitiesMistral(model),
|
||||
LLMProviders.ANTHROPIC => GetModelCapabilitiesAnthropic(model),
|
||||
LLMProviders.GOOGLE => GetModelCapabilitiesGoogle(model),
|
||||
LLMProviders.X => GetModelCapabilitiesOpenSource(model),
|
||||
LLMProviders.DEEP_SEEK => GetModelCapabilitiesDeepSeek(model),
|
||||
LLMProviders.ALIBABA_CLOUD => GetModelCapabilitiesAlibaba(model),
|
||||
LLMProviders.PERPLEXITY => GetModelCapabilitiesPerplexity(model),
|
||||
LLMProviders.OPEN_ROUTER => GetModelCapabilitiesGateway(model),
|
||||
LLMProviders.HETZNER or LLMProviders.IONOS => GetModelCapabilitiesOpenSource(model),
|
||||
|
||||
//
|
||||
// LiteLLM is a gateway just like OpenRouter, and it names its models the same way:
|
||||
// "vendor/model", e.g. "anthropic/claude-opus-5" or "azure/gpt-5.6". So we let the
|
||||
// gateway detection handle it, which resolves the vendor prefix and asks the
|
||||
// provider who really knows the model. Everything it cannot place is treated as
|
||||
// an open source model, which is the right fallback for a freely named alias:
|
||||
//
|
||||
LLMProviders.LITE_LLM => GetModelCapabilitiesGateway(model),
|
||||
|
||||
LLMProviders.GROQ or LLMProviders.FIREWORKS => GetModelCapabilitiesOpenSource(model),
|
||||
|
||||
//
|
||||
// Hugging Face names its models the way the hub does, "org/model", which is the same
|
||||
// shape the other gateways use. So we let the gateway detection resolve the organization
|
||||
// and ask the provider implementation which really knows the model. The routing suffix
|
||||
// has to go first: it says which inference provider answers, not what the model is.
|
||||
//
|
||||
LLMProviders.HUGGINGFACE => GetModelCapabilitiesGateway(model.WithoutRoutingSuffix()),
|
||||
|
||||
LLMProviders.HELMHOLTZ => GetModelCapabilitiesOpenSource(model),
|
||||
LLMProviders.GWDG => GetModelCapabilitiesOpenSource(model),
|
||||
|
||||
LLMProviders.SELF_HOSTED => GetModelCapabilitiesOpenSource(model),
|
||||
|
||||
_ => []
|
||||
};
|
||||
}
|
||||
}
|
||||
@ -50,31 +50,6 @@ public sealed class CapabilityCharacterizationTests
|
||||
Assert.Fail($"The capabilities of {DescribeDifference(recorded, current)}{Environment.NewLine}{Environment.NewLine}The full result was written to {CapabilitySnapshot.ACTUAL_FILE_PATH}.");
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Checks that the models the audit found wrong answers for are still answered the wrong way.
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// This test is written the other way round from every other one here, and it is meant to fail
|
||||
/// the day the rebuild takes over: that is the signal that the entry has done its job. When it
|
||||
/// does, swap the two assertions below for a single one comparing against AnswerWanted, and
|
||||
/// drop AnswerToday from the entry.
|
||||
/// </remarks>
|
||||
[Test]
|
||||
public void TheAnswersTheAuditFoundWrongAreStillTheOldOnes()
|
||||
{
|
||||
Assert.Multiple(() =>
|
||||
{
|
||||
foreach (var change in ExpectedChanges.ENTRIES)
|
||||
{
|
||||
var entry = new CorpusEntry(change.Provider, change.ModelId, CorpusOrigin.NAMED_BY_NO_RULE);
|
||||
var current = CapabilitySnapshot.Describe(CapabilitySnapshot.AskTheCurrentRules(entry));
|
||||
|
||||
Assert.That(current, Is.EqualTo(CapabilitySnapshot.Describe(change.AnswerToday)), $"The wrong answer for {change.Provider} {change.ModelId} has changed. If that was on purpose, this entry is done: compare against AnswerWanted from now on.");
|
||||
Assert.That(current, Is.Not.EqualTo(CapabilitySnapshot.Describe(change.AnswerWanted)), $"{change.Provider} {change.ModelId} already answers the way the rebuild is meant to. Move the entry into the snapshot.");
|
||||
}
|
||||
});
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// The corpus entries the snapshot covers, which is all of them except the known-wrong ones.
|
||||
/// </summary>
|
||||
@ -121,11 +96,12 @@ public sealed class CapabilityCharacterizationTests
|
||||
/// Splits a snapshot into what each line says about which model.
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// The provider and the model ID make up everything before the last separator, which is the one
|
||||
/// place a split is safe: a model ID may contain anything, the capability list may not.
|
||||
/// The provider and the model ID make up everything before the last two separators, which are
|
||||
/// the one place a split is safe: a model ID may contain anything, the capability list and the
|
||||
/// kind may not.
|
||||
/// </remarks>
|
||||
/// <param name="snapshot">The snapshot text.</param>
|
||||
/// <returns>The capability text of every line, keyed by provider and model.</returns>
|
||||
/// <returns>What every line says about a model, keyed by provider and model.</returns>
|
||||
private static Dictionary<string, string> ModelLinesOf(string snapshot)
|
||||
{
|
||||
var lines = new Dictionary<string, string>(StringComparer.Ordinal);
|
||||
@ -134,7 +110,11 @@ public sealed class CapabilityCharacterizationTests
|
||||
if (line.Length is 0 || line.StartsWith('#'))
|
||||
continue;
|
||||
|
||||
var separatorIndex = line.LastIndexOf(" | ", StringComparison.Ordinal);
|
||||
var kindSeparatorIndex = line.LastIndexOf(" | ", StringComparison.Ordinal);
|
||||
if (kindSeparatorIndex is -1)
|
||||
continue;
|
||||
|
||||
var separatorIndex = line.LastIndexOf(" | ", kindSeparatorIndex - 1, StringComparison.Ordinal);
|
||||
if (separatorIndex is -1)
|
||||
continue;
|
||||
|
||||
|
||||
@ -28,16 +28,17 @@ public static class CapabilitySnapshot
|
||||
|
||||
private const string HEADER =
|
||||
"""
|
||||
# The capabilities the current rules answer with, for every model of the corpus.
|
||||
# What the rules answer, for every model of the corpus.
|
||||
#
|
||||
# Generated. Do not edit by hand: run the SnapshotWriter test to write it anew, then read
|
||||
# the diff. Every line of it is a statement about a model which somebody has to agree with.
|
||||
#
|
||||
# Columns are provider, model ID as the provider reports it, and the capabilities sorted by
|
||||
# name. The ID stands here unchanged, so a line may well carry leading or trailing spaces.
|
||||
# Columns are provider, model ID as the provider reports it, the capabilities sorted by
|
||||
# name, and what the model is made for. The ID stands here unchanged, so a line may well
|
||||
# carry leading or trailing spaces.
|
||||
#
|
||||
# Models whose current answer the audit showed to be wrong are not in here. They live in
|
||||
# ExpectedChanges.cs, together with the answer the rebuild has to arrive at.
|
||||
# Models the audit found a wrong answer for are not in here. They live in
|
||||
# ExpectedChanges.cs, together with the answer they have to arrive at.
|
||||
#
|
||||
|
||||
""";
|
||||
@ -78,17 +79,26 @@ public static class CapabilitySnapshot
|
||||
var lines = entries
|
||||
.OrderBy(entry => entry.Provider.ToString(), StringComparer.Ordinal)
|
||||
.ThenBy(entry => entry.ModelId, StringComparer.Ordinal)
|
||||
.Select(entry => $"{entry.Provider} | {entry.ModelId} | {Describe(AskTheCurrentRules(entry))}");
|
||||
.Select(Line);
|
||||
|
||||
return new StringBuilder(HEADER).AppendJoin('\n', lines).ToString();
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Asks the current capability rules about one corpus entry.
|
||||
/// Writes one corpus entry as a snapshot line.
|
||||
/// </summary>
|
||||
/// <param name="entry">The entry to ask about.</param>
|
||||
/// <returns>The capabilities the current rules answer with.</returns>
|
||||
public static List<Capability> AskTheCurrentRules(CorpusEntry entry) => entry.Provider.GetModelCapabilities(new Model(entry.ModelId, null));
|
||||
/// <remarks>
|
||||
/// The kind stands next to the capabilities rather than among them: the two answer different
|
||||
/// questions, and a model changing from a chat model into an embedding one is a different kind
|
||||
/// of news than a model gaining image input.
|
||||
/// </remarks>
|
||||
/// <param name="entry">The entry to write.</param>
|
||||
/// <returns>The line.</returns>
|
||||
private static string Line(CorpusEntry entry)
|
||||
{
|
||||
var profile = entry.Provider.GetModelProfile(new Model(entry.ModelId, null));
|
||||
return $"{entry.Provider} | {entry.ModelId} | {Describe(RebuiltRules.AsCapabilities(profile))} | {profile.Kind}";
|
||||
}
|
||||
|
||||
/// <summary>
|
||||
/// Writes capabilities the way a snapshot line does.
|
||||
|
||||
@ -1,270 +1,271 @@
|
||||
# The capabilities the current rules answer with, for every model of the corpus.
|
||||
# What the rules answer, for every model of the corpus.
|
||||
#
|
||||
# Generated. Do not edit by hand: run the SnapshotWriter test to write it anew, then read
|
||||
# the diff. Every line of it is a statement about a model which somebody has to agree with.
|
||||
#
|
||||
# Columns are provider, model ID as the provider reports it, and the capabilities sorted by
|
||||
# name. The ID stands here unchanged, so a line may well carry leading or trailing spaces.
|
||||
# Columns are provider, model ID as the provider reports it, the capabilities sorted by
|
||||
# name, and what the model is made for. The ID stands here unchanged, so a line may well
|
||||
# carry leading or trailing spaces.
|
||||
#
|
||||
# Models whose current answer the audit showed to be wrong are not in here. They live in
|
||||
# ExpectedChanges.cs, together with the answer the rebuild has to arrive at.
|
||||
# Models the audit found a wrong answer for are not in here. They live in
|
||||
# ExpectedChanges.cs, together with the answer they have to arrive at.
|
||||
#
|
||||
ALIBABA_CLOUD | qvq-max | ALWAYS_REASONING, CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
ALIBABA_CLOUD | qwen-max-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
ALIBABA_CLOUD | qwen-mt-plus | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
ALIBABA_CLOUD | qwen-plus-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
ALIBABA_CLOUD | qwen-turbo-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
ALIBABA_CLOUD | qwen-vl-max | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
ALIBABA_CLOUD | qwen2.5-14b-instruct-1m | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
ALIBABA_CLOUD | qwen2.5-72b-instruct | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
ALIBABA_CLOUD | qwen2.5-omni-7b | AUDIO_INPUT, CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, SPEECH_OUTPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT
|
||||
ALIBABA_CLOUD | qwen2.5-vl-72b-instruct | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
ALIBABA_CLOUD | qwen3-235b-a22b | CHAT_COMPLETION_API, FUNCTION_CALLING, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
ALIBABA_CLOUD | qwen3-omni-flash | AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, SPEECH_OUTPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT
|
||||
ALIBABA_CLOUD | qwen3-vl-plus | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
ALIBABA_CLOUD | qwen3.5-plus | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
ALIBABA_CLOUD | qwen3.6-max | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT
|
||||
ALIBABA_CLOUD | qwen3.7-max | CHAT_COMPLETION_API, FUNCTION_CALLING, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
ALIBABA_CLOUD | qwen3.7-max-2026-05-17 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
ALIBABA_CLOUD | qwen3.7-max-2026-06-08 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT
|
||||
ALIBABA_CLOUD | qwen3.7-max-preview | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
ALIBABA_CLOUD | qwen3.8-27b | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
ALIBABA_CLOUD | qwen3.8-flash | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT
|
||||
ALIBABA_CLOUD | qwen3.8-max | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT
|
||||
ALIBABA_CLOUD | qwq-32b | ALWAYS_REASONING, CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
ALIBABA_CLOUD | qwq-plus | ALWAYS_REASONING, CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
ANTHROPIC | claude-3-5-haiku-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
ANTHROPIC | claude-3-5-sonnet-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
ANTHROPIC | claude-3-7-sonnet-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
ANTHROPIC | claude-3-opus-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
ANTHROPIC | claude-7-sonnet | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
ANTHROPIC | claude-fable-5-1 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
ANTHROPIC | claude-haiku-4-5-20251001 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
ANTHROPIC | claude-mythos-5 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
ANTHROPIC | claude-opus-4-0 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
ANTHROPIC | claude-opus-5 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
ANTHROPIC | claude-sonnet-4-0 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
ANTHROPIC | claude-sonnet-5 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
DEEP_SEEK | deepseek-chat | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
DEEP_SEEK | deepseek-reasoner | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
DEEP_SEEK | deepseek-v3.2-exp | CHAT_COMPLETION_API, FUNCTION_CALLING, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
DEEP_SEEK | deepseek-v4 | CHAT_COMPLETION_API, FUNCTION_CALLING, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
DEEP_SEEK | deepseek-v4-vision | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
FIREWORKS | accounts/fireworks/models/deepseek-v3 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
FIREWORKS | accounts/fireworks/models/llama-v3p1-405b-instruct | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
FIREWORKS | accounts/fireworks/models/qwen3-235b-a22b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
GOOGLE | gemini-1.0-pro-vision | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
GOOGLE | gemini-2.0-flash | AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT
|
||||
GOOGLE | gemini-2.0-flash-live-001 | AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, SPEECH_INPUT, SPEECH_OUTPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT
|
||||
GOOGLE | gemini-2.5-flash | ALWAYS_REASONING, AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT
|
||||
GOOGLE | gemini-2.5-flash-image | CHAT_COMPLETION_API, IMAGE_OUTPUT, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
GOOGLE | gemini-2.5-flash-lite | AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT
|
||||
GOOGLE | gemini-2.5-pro | ALWAYS_REASONING, AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT
|
||||
GOOGLE | gemini-3-flash | ALWAYS_REASONING, AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT
|
||||
GOOGLE | gemini-3-pro | ALWAYS_REASONING, AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT
|
||||
GOOGLE | gemini-3-pro-image | ALWAYS_REASONING, CHAT_COMPLETION_API, IMAGE_OUTPUT, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
GOOGLE | gemini-3.1-flash-image | ALWAYS_REASONING, CHAT_COMPLETION_API, IMAGE_OUTPUT, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT
|
||||
GOOGLE | gemini-flash-latest | ALWAYS_REASONING, AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT
|
||||
GOOGLE | gemini-pro-latest | ALWAYS_REASONING, AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT
|
||||
GROQ | llama-3.3-70b-versatile | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
GROQ | moonshotai/kimi-k2-instruct | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
GROQ | openai/gpt-oss-120b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
GROQ | qwen/qwen3-32b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
GWDG | claude-sonnet-5 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
GWDG | deepseek-r1 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
GWDG | gemma-3-27b-it | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
GWDG | gpt-5.5 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
GWDG | internvl2.5-8b | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
GWDG | meta-llama-3.1-8b-instruct | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
GWDG | qwen3-235b-a22b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
HELMHOLTZ | 1 - Llama3 405 the best general model | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
HELMHOLTZ | 10 - Muse Glimmer 30b - the newest META model | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
HELMHOLTZ | Qwen 3.8-27B with DFlash on haicluster | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
HELMHOLTZ | alias-qwen38-27b | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
HETZNER | gpt-oss-120b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
HETZNER | qwen3-coder-30b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
HUGGINGFACE | HuggingFaceTB/SmolLM3-3B | CHAT_COMPLETION_API, FUNCTION_CALLING, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
HUGGINGFACE | Qwen/Qwen3.8-27B | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
HUGGINGFACE | deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | ALWAYS_REASONING, CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
HUGGINGFACE | google/gemma-4-31B-it:novita | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
HUGGINGFACE | meta-llama/Llama-4-Scout-17B-16E-Instruct | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
HUGGINGFACE | meta-llama/Meta-Llama-3.1-405B-Instruct | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
HUGGINGFACE | mistralai/Magistral-Small-2509 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
HUGGINGFACE | openai/gpt-oss-120b:fireworks-ai | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
IONOS | meta-llama/Llama-3.3-70B-Instruct | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
IONOS | mistralai/Mistral-Small-24B-Instruct | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
LITE_LLM | anthropic/claude-sonnet-5 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
LITE_LLM | azure/gpt-5.6 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
LITE_LLM | the-fast-one | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | codestral-2508 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | magistral-medium-2506 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | ministral-14b-2512 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | ministral-3b-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | ministral-8b-2410 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | mistral-large-2411 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | mistral-large-2512 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | mistral-large-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | mistral-medium-2505 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | mistral-medium-2508 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | mistral-medium-2604 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | mistral-medium-3-5 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | mistral-medium-3.5 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | mistral-medium-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | mistral-saba-2502 | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | mistral-small-2501 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | mistral-small-2503 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | mistral-small-2603 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | mistral-small-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | open-mistral-nemo | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | pixtral-12b-2409 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | pixtral-large-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
MISTRAL | voxtral-small-2507 | CHAT_COMPLETION_API, FUNCTION_CALLING, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
NONE | gpt-5.6 | (nothing)
|
||||
OPEN_AI | | (nothing)
|
||||
OPEN_AI | gpt-3.5-turbo | RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
OPEN_AI | gpt-3.5-turbo-16k | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
OPEN_AI | gpt-4 | RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
OPEN_AI | gpt-4-0613 | RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
OPEN_AI | gpt-4-turbo | FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
OPEN_AI | gpt-4o | FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_AI | gpt-4o-audio-preview | FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_AI | gpt-4o-mini | FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_AI | gpt-4o-mini-search-preview | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_AI | gpt-4o-search-preview | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_AI | gpt-5 | ALWAYS_REASONING, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_AI | gpt-5-mini | ALWAYS_REASONING, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_AI | gpt-5-nano | ALWAYS_REASONING, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_AI | gpt-5.1 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_AI | gpt-5.1-codex | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_AI | gpt-5.2 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_AI | gpt-5.3 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_AI | gpt-5.4 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_AI | gpt-5.5 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_AI | gpt-5.6 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_AI | gpt-6-astra | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_AI | gpt-6-astra-mini | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_AI | o1 | ALWAYS_REASONING, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
OPEN_AI | o1-mini | ALWAYS_REASONING, CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
OPEN_AI | o1-pro | ALWAYS_REASONING, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
OPEN_AI | o3 | ALWAYS_REASONING, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_AI | o3-mini | ALWAYS_REASONING, FUNCTION_CALLING, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
OPEN_AI | o3-pro | ALWAYS_REASONING, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_AI | o4-mini | ALWAYS_REASONING, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_ROUTER | anthropic/claude-opus-5 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
OPEN_ROUTER | deepseek/deepseek-chat-v3.1 | CHAT_COMPLETION_API, FUNCTION_CALLING, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
OPEN_ROUTER | deepseek/deepseek-r1-distill-llama-70b | ALWAYS_REASONING, CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
OPEN_ROUTER | google/gemini-3.7-flash | ALWAYS_REASONING, AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT
|
||||
OPEN_ROUTER | google/gemma-4-31b-it | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
OPEN_ROUTER | meta-llama/llama-4-maverick | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
OPEN_ROUTER | minimax/minimax-m2 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
OPEN_ROUTER | mistralai/mistral-large-3 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
OPEN_ROUTER | moonshotai/kimi-k2-thinking | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
OPEN_ROUTER | nvidia/nemotron-3-49b | CHAT_COMPLETION_API, FUNCTION_CALLING, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
OPEN_ROUTER | openai/gpt-5.6 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_ROUTER | openai/gpt-oss-120b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_ROUTER | perplexity/sonar-reasoning | ALWAYS_REASONING, CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
OPEN_ROUTER | qwen/qwen3.8-flash-next | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT
|
||||
OPEN_ROUTER | z-ai/glm-5.3 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
PERPLEXITY | sonar | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
PERPLEXITY | sonar-deep-research | ALWAYS_REASONING, CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
PERPLEXITY | sonar-pro | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
PERPLEXITY | sonar-reasoning | ALWAYS_REASONING, CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
PERPLEXITY | sonar-reasoning-pro | ALWAYS_REASONING, CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
SELF_HOSTED | | (nothing)
|
||||
SELF_HOSTED | --- | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | 01-ai/yi-large | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | a-model-nobody-has-heard-of | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | apertus-1.5-8b | AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | apriel-1.5-15b-thinker | ALWAYS_REASONING, CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | apriel-1.6-15b-thinker | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | aya-expanse:8b | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | aya-vision:8b | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | command-a-plus | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | command-a-reasoning | CHAT_COMPLETION_API, FUNCTION_CALLING, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | command-a-vision | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | command-a:111b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | command-r7b:7b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | deepseek-r1-distill-llama-70b | ALWAYS_REASONING, CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | deepseek-r1:32b | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | deepseek-v2.5 | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | deepseek-v3.1:671b | CHAT_COMPLETION_API, FUNCTION_CALLING, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | ernie-4.5-21b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | ernie-4.5-vl-28b | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | ernie-x1.1-thinking | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | eurollm-9b-instruct | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | falcon-h1-1.5b-tool-calling | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | falcon-h1:7b | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | falcon3:10b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | gemma2:9b | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | gemma3:1b | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | gemma3:27b | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | gemma3n:e4b | AUDIO_INPUT, CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | gemma4:31b | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | gemma4:e2b | AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | glm-4-9b-chat | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | glm-4.5v | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | glm-4.6:latest | CHAT_COMPLETION_API, FUNCTION_CALLING, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | glm-5-2 | CHAT_COMPLETION_API, FUNCTION_CALLING, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | glm-5.3-flash-nvfp4 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | gpt-oss:20b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH
|
||||
SELF_HOSTED | granite3.2-vision:2b | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | hunyuan:7b | CHAT_COMPLETION_API, FUNCTION_CALLING, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | inclusionai/ling-mini-2.0 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | internlm3:8b | CHAT_COMPLETION_API, FUNCTION_CALLING, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | internvl3-8b | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | kimi-k2.7-code | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | kimi-k2:1t | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | kimi-k3:latest | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT
|
||||
SELF_HOSTED | kimi-vl:16b | ALWAYS_REASONING, CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | ling-1t | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | llama-3.1-405b-base | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | llama2:13b | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | llama3.2-vision:11b | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | llama3.2:3b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | magistral:24b | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | minimax-m2:latest | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | minimax-text-01 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | ministral-8b-instruct-2410 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | mistral-nemo:12b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | mistral-small3.2:24b | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | muse-glimmer-30b | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | nemotron-3-49b | CHAT_COMPLETION_API, FUNCTION_CALLING, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | nvidia-nemotron-3.5-lightning-30b-a3b-nvfp4 | CHAT_COMPLETION_API, FUNCTION_CALLING, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | occiglot-7b-eu5 | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | olmo-3-32b-think | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | olmo2:13b | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | olmo3:7b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | phi-4-mini-reasoning | ALWAYS_REASONING, CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | phi-4-multimodal-instruct | AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | phi-4-reasoning-vision | ALWAYS_REASONING, CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | phi3:14b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | phi4-mini:latest | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | phi4:14b | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | qwen2.5-vl-7b-instruct | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | qwen3-coder:30b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | qwen3.5:32b | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | qwen3.6:32b | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | qwen3.8-2.4t-a95b | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | qwen3.8:27b | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | qwen3.8:27b-mlx | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | qwen3.8:latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | qwq:32b | ALWAYS_REASONING, CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | ring-1t | CHAT_COMPLETION_API, FUNCTION_CALLING, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | salamandra-7b-instruct | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | salamandra-7b-instruct-tools | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | seed-oss:36b | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | smollm2:1.7b | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | smollm3:3b | CHAT_COMPLETION_API, FUNCTION_CALLING, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | starling-lm:7b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | tencent/hy3 | CHAT_COMPLETION_API, FUNCTION_CALLING, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | teuken-7b-instruct | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | voxtral-mini-3b | CHAT_COMPLETION_API, FUNCTION_CALLING, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
SELF_HOSTED | yi-1.5:9b | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT
|
||||
X | grok-2-vision-1212 | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
X | grok-3 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
X | grok-3-mini | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
X | grok-4 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
X | grok-4-fast-reasoning | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
X | grok-4.20 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
X | grok-4.20-non-reasoning | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT
|
||||
X | grok-5 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT
|
||||
ALIBABA_CLOUD | qvq-max | ALWAYS_REASONING, CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen-max-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen-mt-plus | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen-plus-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen-turbo-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen-vl-max | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen2.5-14b-instruct-1m | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen2.5-72b-instruct | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen2.5-omni-7b | AUDIO_INPUT, CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, SPEECH_OUTPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen2.5-vl-72b-instruct | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen3-235b-a22b | CHAT_COMPLETION_API, FUNCTION_CALLING, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen3-omni-flash | AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, SPEECH_OUTPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen3-vl-plus | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen3.5-plus | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen3.6-max | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen3.7-max | CHAT_COMPLETION_API, FUNCTION_CALLING, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen3.7-max-2026-05-17 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen3.7-max-2026-06-08 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen3.7-max-preview | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen3.8-27b | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen3.8-flash | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT | CHAT
|
||||
ALIBABA_CLOUD | qwen3.8-max | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT | CHAT
|
||||
ALIBABA_CLOUD | qwq-32b | ALWAYS_REASONING, CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ALIBABA_CLOUD | qwq-plus | ALWAYS_REASONING, CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ANTHROPIC | claude-3-5-haiku-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ANTHROPIC | claude-3-5-sonnet-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ANTHROPIC | claude-3-7-sonnet-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ANTHROPIC | claude-3-opus-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ANTHROPIC | claude-7-sonnet | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ANTHROPIC | claude-fable-5-1 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ANTHROPIC | claude-haiku-4-5-20251001 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ANTHROPIC | claude-mythos-5 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ANTHROPIC | claude-opus-4-0 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ANTHROPIC | claude-opus-5 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ANTHROPIC | claude-sonnet-4-0 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
ANTHROPIC | claude-sonnet-5 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
DEEP_SEEK | deepseek-chat | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
DEEP_SEEK | deepseek-reasoner | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
DEEP_SEEK | deepseek-v3.2-exp | CHAT_COMPLETION_API, FUNCTION_CALLING, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
DEEP_SEEK | deepseek-v4 | CHAT_COMPLETION_API, FUNCTION_CALLING, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
DEEP_SEEK | deepseek-v4-vision | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
FIREWORKS | accounts/fireworks/models/deepseek-v3 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
FIREWORKS | accounts/fireworks/models/llama-v3p1-405b-instruct | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
FIREWORKS | accounts/fireworks/models/qwen3-235b-a22b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
GOOGLE | gemini-1.0-pro-vision | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
GOOGLE | gemini-2.0-flash | AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT | CHAT
|
||||
GOOGLE | gemini-2.0-flash-live-001 | AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, SPEECH_INPUT, SPEECH_OUTPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT | CHAT
|
||||
GOOGLE | gemini-2.5-flash | ALWAYS_REASONING, AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT | CHAT
|
||||
GOOGLE | gemini-2.5-flash-image | CHAT_COMPLETION_API, IMAGE_OUTPUT, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | IMAGE_GENERATION
|
||||
GOOGLE | gemini-2.5-flash-lite | AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT | CHAT
|
||||
GOOGLE | gemini-2.5-pro | ALWAYS_REASONING, AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT | CHAT
|
||||
GOOGLE | gemini-3-flash | ALWAYS_REASONING, AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT | CHAT
|
||||
GOOGLE | gemini-3-pro | ALWAYS_REASONING, AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT | CHAT
|
||||
GOOGLE | gemini-3-pro-image | ALWAYS_REASONING, CHAT_COMPLETION_API, IMAGE_OUTPUT, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | IMAGE_GENERATION
|
||||
GOOGLE | gemini-3.1-flash-image | ALWAYS_REASONING, CHAT_COMPLETION_API, IMAGE_OUTPUT, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT | IMAGE_GENERATION
|
||||
GOOGLE | gemini-flash-latest | ALWAYS_REASONING, AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT | CHAT
|
||||
GOOGLE | gemini-pro-latest | ALWAYS_REASONING, AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT | CHAT
|
||||
GROQ | llama-3.3-70b-versatile | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
GROQ | moonshotai/kimi-k2-instruct | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
GROQ | openai/gpt-oss-120b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
GROQ | qwen/qwen3-32b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
GWDG | claude-sonnet-5 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
GWDG | deepseek-r1 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
GWDG | gemma-3-27b-it | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
GWDG | gpt-5.5 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
GWDG | internvl2.5-8b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
GWDG | meta-llama-3.1-8b-instruct | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
GWDG | qwen3-235b-a22b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
HELMHOLTZ | 1 - Llama3 405 the best general model | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
HELMHOLTZ | 10 - Muse Glimmer 30b - the newest META model | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
HELMHOLTZ | Qwen 3.8-27B with DFlash on haicluster | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
HELMHOLTZ | alias-qwen38-27b | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
HETZNER | gpt-oss-120b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
HETZNER | qwen3-coder-30b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
HUGGINGFACE | HuggingFaceTB/SmolLM3-3B | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
HUGGINGFACE | Qwen/Qwen3.8-27B | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
HUGGINGFACE | deepseek-ai/DeepSeek-R1-Distill-Qwen-32B | ALWAYS_REASONING, CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
HUGGINGFACE | google/gemma-4-31B-it:novita | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
HUGGINGFACE | meta-llama/Llama-4-Scout-17B-16E-Instruct | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
HUGGINGFACE | meta-llama/Meta-Llama-3.1-405B-Instruct | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
HUGGINGFACE | mistralai/Magistral-Small-2509 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
HUGGINGFACE | openai/gpt-oss-120b:fireworks-ai | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
IONOS | meta-llama/Llama-3.3-70B-Instruct | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
IONOS | mistralai/Mistral-Small-24B-Instruct | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
LITE_LLM | anthropic/claude-sonnet-5 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
LITE_LLM | azure/gpt-5.6 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
LITE_LLM | the-fast-one | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | codestral-2508 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | magistral-medium-2506 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | ministral-14b-2512 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | ministral-3b-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | ministral-8b-2410 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | mistral-large-2411 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | mistral-large-2512 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | mistral-large-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | mistral-medium-2505 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | mistral-medium-2508 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | mistral-medium-2604 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | mistral-medium-3-5 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | mistral-medium-3.5 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | mistral-medium-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | mistral-saba-2502 | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | mistral-small-2501 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | mistral-small-2503 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | mistral-small-2603 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | mistral-small-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | open-mistral-nemo | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | pixtral-12b-2409 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | pixtral-large-latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
MISTRAL | voxtral-small-2507 | CHAT_COMPLETION_API, FUNCTION_CALLING, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT | TRANSCRIPTION
|
||||
NONE | gpt-5.6 | (nothing) | CHAT
|
||||
OPEN_AI | | (nothing) | CHAT
|
||||
OPEN_AI | gpt-3.5-turbo | RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
OPEN_AI | gpt-3.5-turbo-16k | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
OPEN_AI | gpt-4 | RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
OPEN_AI | gpt-4-0613 | RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
OPEN_AI | gpt-4-turbo | FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
OPEN_AI | gpt-4o | FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_AI | gpt-4o-audio-preview | FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | SPEECH_SYNTHESIS
|
||||
OPEN_AI | gpt-4o-mini | FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_AI | gpt-4o-mini-search-preview | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_AI | gpt-4o-search-preview | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_AI | gpt-5 | ALWAYS_REASONING, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_AI | gpt-5-mini | ALWAYS_REASONING, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_AI | gpt-5-nano | ALWAYS_REASONING, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_AI | gpt-5.1 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_AI | gpt-5.1-codex | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_AI | gpt-5.2 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_AI | gpt-5.3 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_AI | gpt-5.4 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_AI | gpt-5.5 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_AI | gpt-5.6 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_AI | gpt-6-astra | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_AI | gpt-6-astra-mini | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_AI | o1 | ALWAYS_REASONING, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
OPEN_AI | o1-mini | ALWAYS_REASONING, CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
OPEN_AI | o1-pro | ALWAYS_REASONING, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
OPEN_AI | o3 | ALWAYS_REASONING, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_AI | o3-mini | ALWAYS_REASONING, FUNCTION_CALLING, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
OPEN_AI | o3-pro | ALWAYS_REASONING, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_AI | o4-mini | ALWAYS_REASONING, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, RESPONSES_API, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_ROUTER | anthropic/claude-opus-5 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
OPEN_ROUTER | deepseek/deepseek-chat-v3.1 | CHAT_COMPLETION_API, FUNCTION_CALLING, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
OPEN_ROUTER | deepseek/deepseek-r1-distill-llama-70b | ALWAYS_REASONING, CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
OPEN_ROUTER | google/gemini-3.7-flash | ALWAYS_REASONING, AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT | CHAT
|
||||
OPEN_ROUTER | google/gemma-4-31b-it | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
OPEN_ROUTER | meta-llama/llama-4-maverick | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
OPEN_ROUTER | minimax/minimax-m2 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
OPEN_ROUTER | mistralai/mistral-large-3 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
OPEN_ROUTER | moonshotai/kimi-k2-thinking | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
OPEN_ROUTER | nvidia/nemotron-3-49b | CHAT_COMPLETION_API, FUNCTION_CALLING, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
OPEN_ROUTER | openai/gpt-5.6 | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_ROUTER | openai/gpt-oss-120b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_ROUTER | perplexity/sonar-reasoning | ALWAYS_REASONING, CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
OPEN_ROUTER | qwen/qwen3.8-flash-next | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT | CHAT
|
||||
OPEN_ROUTER | z-ai/glm-5.3 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
PERPLEXITY | sonar | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
PERPLEXITY | sonar-deep-research | ALWAYS_REASONING, CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
PERPLEXITY | sonar-pro | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
PERPLEXITY | sonar-reasoning | ALWAYS_REASONING, CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
PERPLEXITY | sonar-reasoning-pro | ALWAYS_REASONING, CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
SELF_HOSTED | | (nothing) | CHAT
|
||||
SELF_HOSTED | --- | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | 01-ai/yi-large | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | a-model-nobody-has-heard-of | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | apertus-1.5-8b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | apriel-1.5-15b-thinker | ALWAYS_REASONING, CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | apriel-1.6-15b-thinker | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | aya-expanse:8b | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | aya-vision:8b | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | command-a-plus | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | command-a-reasoning | CHAT_COMPLETION_API, FUNCTION_CALLING, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | command-a-vision | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | command-a:111b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | command-r7b:7b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | deepseek-r1-distill-llama-70b | ALWAYS_REASONING, CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | deepseek-r1:32b | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | deepseek-v2.5 | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | deepseek-v3.1:671b | CHAT_COMPLETION_API, FUNCTION_CALLING, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | ernie-4.5-21b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | ernie-4.5-vl-28b | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | ernie-x1.1-thinking | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | eurollm-9b-instruct | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | falcon-h1-1.5b-tool-calling | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | falcon-h1:7b | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | falcon3:10b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | gemma2:9b | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | gemma3:1b | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | gemma3:27b | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | gemma3n:e4b | AUDIO_INPUT, CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | gemma4:31b | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | gemma4:e2b | AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | glm-4-9b-chat | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | glm-4.5v | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | glm-4.6:latest | CHAT_COMPLETION_API, FUNCTION_CALLING, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | glm-5-2 | CHAT_COMPLETION_API, FUNCTION_CALLING, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | glm-5.3-flash-nvfp4 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | gpt-oss:20b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT, WEB_SEARCH | CHAT
|
||||
SELF_HOSTED | granite3.2-vision:2b | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | hunyuan:7b | CHAT_COMPLETION_API, FUNCTION_CALLING, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | inclusionai/ling-mini-2.0 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | internlm3:8b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | internvl3-8b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | kimi-k2.7-code | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | kimi-k2:1t | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | kimi-k3:latest | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT, VIDEO_INPUT | CHAT
|
||||
SELF_HOSTED | kimi-vl:16b | ALWAYS_REASONING, CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | ling-1t | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | llama-3.1-405b-base | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | llama2:13b | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | llama3.2-vision:11b | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | llama3.2:3b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | magistral:24b | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | minimax-m2:latest | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | minimax-text-01 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | ministral-8b-instruct-2410 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | mistral-nemo:12b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | mistral-small3.2:24b | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | muse-glimmer-30b | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | nemotron-3-49b | CHAT_COMPLETION_API, FUNCTION_CALLING, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | nvidia-nemotron-3.5-lightning-30b-a3b-nvfp4 | CHAT_COMPLETION_API, FUNCTION_CALLING, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | occiglot-7b-eu5 | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | olmo-3-32b-think | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | olmo2:13b | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | olmo3:7b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | phi-4-mini-reasoning | ALWAYS_REASONING, CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | phi-4-multimodal-instruct | AUDIO_INPUT, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | phi-4-reasoning-vision | ALWAYS_REASONING, CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | phi3:14b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | phi4-mini:latest | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | phi4:14b | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | qwen2.5-vl-7b-instruct | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | qwen3-coder:30b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | qwen3.5:32b | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | qwen3.6:32b | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | qwen3.8-2.4t-a95b | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | qwen3.8:27b | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | qwen3.8:27b-mlx | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | qwen3.8:latest | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, REASONING_BY_DEFAULT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | qwq:32b | ALWAYS_REASONING, CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | ring-1t | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | salamandra-7b-instruct | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | salamandra-7b-instruct-tools | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | seed-oss:36b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | smollm2:1.7b | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | smollm3:3b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | starling-lm:7b | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | tencent/hy3 | CHAT_COMPLETION_API, FUNCTION_CALLING, OPTIONAL_REASONING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | teuken-7b-instruct | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
SELF_HOSTED | voxtral-mini-3b | CHAT_COMPLETION_API, FUNCTION_CALLING, SPEECH_INPUT, TEXT_INPUT, TEXT_OUTPUT | TRANSCRIPTION
|
||||
SELF_HOSTED | yi-1.5:9b | CHAT_COMPLETION_API, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
X | grok-2-vision-1212 | CHAT_COMPLETION_API, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
X | grok-3 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
X | grok-3-mini | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
X | grok-4 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
X | grok-4-fast-reasoning | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
X | grok-4.20 | ALWAYS_REASONING, CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
X | grok-4.20-non-reasoning | CHAT_COMPLETION_API, FUNCTION_CALLING, MULTIPLE_IMAGE_INPUT, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
X | grok-5 | CHAT_COMPLETION_API, FUNCTION_CALLING, TEXT_INPUT, TEXT_OUTPUT | CHAT
|
||||
@ -13,7 +13,7 @@ namespace AIStudio.Tests.Models.Corpus;
|
||||
/// </remarks>
|
||||
/// <param name="Provider">The provider the model is reached through.</param>
|
||||
/// <param name="ModelId">The model ID, exactly as it appears in the corpus.</param>
|
||||
/// <param name="AnswerToday">What the current rules answer. Written down so a change here is seen.</param>
|
||||
/// <param name="AnswerToday">What the rules being replaced answered. History now: the code that produced it is gone, so nothing checks this any more. It stays because an entry saying only what is right leaves the reader wondering what was wrong.</param>
|
||||
/// <param name="AnswerWanted">What the rebuilt rules have to answer.</param>
|
||||
/// <param name="Reason">Why the current answer is wrong, in one sentence.</param>
|
||||
/// <param name="Source">Where that can be checked.</param>
|
||||
|
||||
@ -5,42 +5,23 @@ using AIStudio.Tests.Models.Corpus;
|
||||
namespace AIStudio.Tests.Models;
|
||||
|
||||
/// <summary>
|
||||
/// Holds the rebuilt rules against the old ones, over the whole corpus.
|
||||
/// Holds the rules to the answers somebody decided on, over the whole corpus.
|
||||
/// </summary>
|
||||
/// <remarks>
|
||||
/// This is the test the whole rebuild is being carried by. Every model the new rules answer for has
|
||||
/// to be answered exactly the way the old ones answer it -- except where the audit found the old
|
||||
/// answer wrong, and there it has to be answered the way ExpectedChanges says instead. Anything
|
||||
/// else is either a porting mistake or a decision somebody has to make on purpose and record.
|
||||
/// While the old rules still stood, this was the test the rebuild was carried by: every model was
|
||||
/// asked of both and the two had to agree, except where the audit had found the old answer wrong.
|
||||
/// That comparison is over -- the old rules are gone, and the snapshot took over the job of noticing
|
||||
/// when an answer changes.
|
||||
///
|
||||
/// While the porting was under way, this was scoped by two growing lists: first the providers whose
|
||||
/// models had rules, then the vendors, because open weights arrive through gateways which serve
|
||||
/// everybody. Both are gone now that every family exists. What is left is simpler and says more:
|
||||
/// whatever a rule answers is compared, and whatever no rule answers has to stand in
|
||||
/// LeftToTheDefault with a reason.
|
||||
/// What remains is the part no snapshot can do, because it is about intent rather than about
|
||||
/// answers. The models the audit found wrong have to end up where the audit said. Every model
|
||||
/// reaching the global assumption has to be one somebody let reach it, and every model somebody
|
||||
/// listed there has to still be reaching it. And no name may be claimed by two rules with the same
|
||||
/// right.
|
||||
/// </remarks>
|
||||
[TestFixture]
|
||||
public sealed class PortingDifferenceTests
|
||||
{
|
||||
[Test]
|
||||
public void EveryModelTheRulesAnswerForGetsExactlyTheAnswerItGetsToday()
|
||||
{
|
||||
var compared = ModelCorpus.ENTRIES.Where(IsAnswered).Where(entry => !IsKnownToBeWrong(entry)).ToList();
|
||||
|
||||
Assert.Multiple(() =>
|
||||
{
|
||||
Assert.That(compared, Is.Not.Empty, "Nothing was compared at all, which would make this test green for the wrong reason.");
|
||||
|
||||
foreach (var entry in compared)
|
||||
{
|
||||
var today = CapabilitySnapshot.Describe(CapabilitySnapshot.AskTheCurrentRules(entry));
|
||||
var rebuilt = CapabilitySnapshot.Describe(RebuiltRules.Ask(entry));
|
||||
|
||||
Assert.That(rebuilt, Is.EqualTo(today), $"{entry.Provider} \"{entry.ModelId}\" is answered differently by the rebuilt rules.");
|
||||
}
|
||||
});
|
||||
}
|
||||
|
||||
[Test]
|
||||
public void EveryModelTheAuditFoundWrongIsNowAnsweredTheWayItShouldBe()
|
||||
{
|
||||
|
||||
@ -32,8 +32,8 @@ public sealed class TestHarnessTests
|
||||
[Test]
|
||||
public void TheCapabilityApiOfTheAppIsReachable()
|
||||
{
|
||||
var capabilities = LLMProviders.OPEN_AI.GetModelCapabilities(new Model("gpt-5.1", null));
|
||||
var profile = LLMProviders.OPEN_AI.GetModelProfile(new Model("gpt-5.1", null));
|
||||
|
||||
Assert.That(capabilities, Does.Contain(Capability.FUNCTION_CALLING));
|
||||
Assert.That(profile.Has(Capability.FUNCTION_CALLING), Is.True);
|
||||
}
|
||||
}
|
||||
@ -35,29 +35,6 @@ public sealed class ModelProfileChainTests
|
||||
});
|
||||
}
|
||||
|
||||
[Test]
|
||||
public void NothingLeftToTheDefaultGainsACapabilityItDoesNotHaveToday()
|
||||
{
|
||||
//
|
||||
// The direction which matters. These models lose things on the way over -- the thinking of
|
||||
// a family nobody wrote down, the image input of another -- and every loss was decided and
|
||||
// written next to the entry. What may never happen is the other direction: the switch-over
|
||||
// handing a model an ability the old rules denied it, which nobody decided and nobody would
|
||||
// see until a request comes back as an error.
|
||||
//
|
||||
Assert.Multiple(() =>
|
||||
{
|
||||
foreach (var left in LeftToTheDefault.ENTRIES)
|
||||
{
|
||||
var entry = new CorpusEntry(left.Provider, left.ModelId, CorpusOrigin.NAMED_BY_NO_RULE);
|
||||
var today = CapabilitySnapshot.AskTheCurrentRules(entry);
|
||||
var gained = RebuiltRules.AsCapabilities(left.Provider.GetModelProfile(new Model(left.ModelId, null))).Except(today).ToList();
|
||||
|
||||
Assert.That(gained, Is.Empty, $"{left.Provider} \"{left.ModelId}\" would gain {string.Join(", ", gained)}, which nobody decided.");
|
||||
}
|
||||
});
|
||||
}
|
||||
|
||||
[Test]
|
||||
public void AModelNoRuleKnowsReadsAndWritesTextAndCallsFunctions()
|
||||
{
|
||||
|
||||
Loading…
Reference in New Issue
Block a user