Multimodal AI has become table stakes in 2026. Every major model supports image input, but capabilities vary widely for video, audio, and complex visual reasoning.
Gemini 3.1 Pro: Multimodal King
Google’s Gemini models are the undisputed leaders in multimodal processing. Native support for text, images, audio, and video in a single model. Gemini 3.1 Pro can analyze videos, understand audio context, and perform complex visual reasoning tasks that other models cannot.
GPT-5.6 and Claude 5
GPT-5.6 Sol supports image input with strong visual reasoning. Claude Fable 5 also processes images effectively. However, neither matches Gemini’s native video and audio support. For text-with-images tasks, the gap is small; for video analysis, Gemini is the clear winner.
Open-Source Multimodal
DeepSeek V4, Qwen 3, and Llama 4 offer varying levels of multimodal support. Open-source multimodal models are improving rapidly but still trail proprietary offerings for complex visual tasks.
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