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Correct capabilities of cloud provider models
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@ -11,8 +11,24 @@ public static partial class ProviderExtensions
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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:
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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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@ -23,6 +39,7 @@ public static partial class ProviderExtensions
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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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@ -47,6 +64,44 @@ public static partial class ProviderExtensions
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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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@ -84,8 +139,20 @@ public static partial class ProviderExtensions
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];
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}
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// Check for the 3.0 VL models:
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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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@ -93,6 +160,7 @@ public static partial class ProviderExtensions
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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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@ -10,10 +10,57 @@ public static partial class ProviderExtensions
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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,
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];
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// The older image models, such as the 2.5 Flash one, do not think:
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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.CHAT_COMPLETION_API,
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];
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}
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// Chat-compatible Gemini 3.x reasoning models. We match the entire 3.x line
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// so that new releases are covered as well: they all reason, and the
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// thinking level can only be lowered, never turned off. The two rolling
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// aliases carry no version number and are listed separately:
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// thinking level can only be lowered, never turned off. That holds for the
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// Flash Lite models of this line too, which is what sets them apart from
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// Gemini 2.5 Flash Lite below: there, thinking is off until it is asked for,
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// while here the lowest level still thinks. The two rolling aliases carry no
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// version number and are listed separately:
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if (modelName.IndexOf("gemini-3") is not -1 ||
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modelName is "gemini-flash-latest" ||
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modelName is "gemini-pro-latest")
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@ -54,17 +101,6 @@ public static partial class ProviderExtensions
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Capability.CHAT_COMPLETION_API,
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];
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// Image generation:
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if(modelName.IndexOf("-2.0-flash-preview-image-") is not -1)
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return
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[
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Capability.TEXT_INPUT, Capability.MULTIPLE_IMAGE_INPUT, Capability.AUDIO_INPUT,
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Capability.SPEECH_INPUT, Capability.VIDEO_INPUT,
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Capability.TEXT_OUTPUT, Capability.IMAGE_OUTPUT,
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Capability.CHAT_COMPLETION_API,
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];
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// Realtime model:
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if(modelName.IndexOf("-2.0-flash-live-") is not -1)
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return
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@ -78,16 +114,16 @@ public static partial class ProviderExtensions
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Capability.CHAT_COMPLETION_API,
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];
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// The 2.0 flash models cannot call functions:
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if(modelName.IndexOf("-2.0-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.AUDIO_INPUT,
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Capability.SPEECH_INPUT, Capability.VIDEO_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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// There used to be a branch here which withheld function calling from the 2.0 Flash
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// models. It said the wrong thing about them, and it only ever caught the dated IDs
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// because it asked for a trailing hyphen: the plain gemini-2.0-flash alias walked
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// past it and got a different answer than gemini-2.0-flash-001, which is the same
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// model. Both questions are moot now, because Google shut the 2.0 Flash chat models
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// down on 1 June 2026. Anything still asking for one of those names gets the default
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// below. The live model above keeps its branch: it belongs to a different API whose
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// retirement Google announces separately.
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//
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// The old 1.0 pro vision model:
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if(modelName.IndexOf("pro-vision") is not -1)
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@ -54,14 +54,6 @@ public static partial class ProviderExtensions
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Capability.CHAT_COMPLETION_API,
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];
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if (modelName.StartsWith("chatgpt-4o-"))
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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.RESPONSES_API,
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];
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if (modelName.StartsWith("o3-mini"))
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return
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[
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@ -118,6 +110,7 @@ public static partial class ProviderExtensions
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Capability.TEXT_OUTPUT,
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Capability.FUNCTION_CALLING, Capability.ALWAYS_REASONING,
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Capability.WEB_SEARCH,
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Capability.RESPONSES_API,
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];
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@ -132,11 +125,18 @@ public static partial class ProviderExtensions
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Capability.RESPONSES_API,
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];
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//
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// None of the GPT-5 models writes images itself. They can ask for one through the
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// image generation tool, which is a tool call like any other and produces a picture
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// from a separate model. That is a different thing from an output modality, and we
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// must not report it as one: the chat would then offer to receive images which never
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// arrive.
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//
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if(modelName is "gpt-5.1" || modelName.StartsWith("gpt-5.1-"))
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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.TEXT_OUTPUT,
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Capability.FUNCTION_CALLING, Capability.OPTIONAL_REASONING,
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Capability.WEB_SEARCH,
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@ -147,7 +147,7 @@ public static partial class ProviderExtensions
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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.TEXT_OUTPUT,
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Capability.FUNCTION_CALLING, Capability.OPTIONAL_REASONING,
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Capability.WEB_SEARCH,
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@ -180,7 +180,7 @@ public static partial class ProviderExtensions
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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.TEXT_OUTPUT,
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Capability.FUNCTION_CALLING, Capability.REASONING_BY_DEFAULT,
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Capability.WEB_SEARCH,
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@ -198,6 +198,21 @@ public static partial class ProviderExtensions
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Capability.RESPONSES_API, Capability.CHAT_COMPLETION_API,
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];
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//
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// GPT-6 Astra. Unlike the 5.5 and 5.6 models, it reasons on every request: the effort
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// reaches from low to max, and there is no setting which switches thinking off.
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//
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if(modelName is "gpt-6-astra" || modelName.StartsWith("gpt-6-astra-"))
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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, Capability.ALWAYS_REASONING,
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Capability.WEB_SEARCH,
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Capability.RESPONSES_API, 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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@ -547,12 +547,27 @@ public static partial class ProviderExtensions
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Capability.CHAT_COMPLETION_API,
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];
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// Grok 4 models take text, images, and video natively. Reasoning is always
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// on, only the reasoning effort can be configured:
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// One member of the 4.20 line answers without thinking, and it says so in its
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// name. It has to be asked about before the general Grok 4 rule, which would
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// otherwise claim the opposite of what the name states:
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if(modelName.IndexOf("-non-reasoning") 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,
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Capability.FUNCTION_CALLING,
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Capability.CHAT_COMPLETION_API,
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];
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// Grok 4 models take text and images. Reasoning is always on, only the
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// reasoning effort can be configured. Video is not among their modalities:
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// xAI serves audio, image, and video through models and APIs of their own,
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// and the model pages of the 4.x line say "text, image" and nothing else:
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if(modelName.IndexOf("grok-4") 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_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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@ -8,6 +8,11 @@ public static partial class ProviderExtensions
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{
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var modelName = NormalizeModelId(model.Id).AsSpan();
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//
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// No Sonar model writes images. What looked like it does is the option to have the
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// answer come with images: those are pictures the search found on the pages it read,
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// handed back as links, not something the model drew.
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//
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if(modelName.IndexOf("reasoning") is not -1 ||
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modelName.IndexOf("deep-research") is not -1)
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return
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@ -16,7 +21,6 @@ public static partial class ProviderExtensions
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Capability.MULTIPLE_IMAGE_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.IMAGE_OUTPUT,
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Capability.ALWAYS_REASONING,
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Capability.WEB_SEARCH,
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@ -29,7 +33,6 @@ public static partial class ProviderExtensions
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Capability.MULTIPLE_IMAGE_INPUT,
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Capability.TEXT_OUTPUT,
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Capability.IMAGE_OUTPUT,
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Capability.WEB_SEARCH,
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Capability.CHAT_COMPLETION_API,
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