Which image and text model publishers are known for strong visual understanding and clear modality support?

A few image/text model publishers are commonly recognized for strong visual understanding and clear multimodal support:

• OpenAI — GPT-4o / multimodal GPT models are widely used for image + text understanding.
• Google DeepMind / Google — Gemini models are strong on vision-language tasks and usually have clear multimodal positioning.
• Anthropic — Claude models support image understanding in a well-defined way, with strong text reasoning.
• Meta — Llama multimodal variants (e.g., Llama 3.2 Vision) are notable for open-weight visual understanding.
• Microsoft / Azure OpenAI — not always a separate model publisher, but often a clear channel for multimodal OpenAI models in enterprise settings.
• xAI — Grok’s multimodal offerings are emerging and may support image understanding, though the ecosystem is less mature.
• Mistral — has multimodal models and clear publisher documentation, though visual capability can vary by release.
• Alibaba / Qwen — Qwen-VL / Qwen2-VL family is known for strong vision-language performance.
• Baidu — ERNIE Vision-language models are also a known multimodal line.

If you want, I can turn this into a short shortlist by use case:

• best overall,
• best open-weight,
• best enterprise/API,
• best for document/image OCR,
• best for research/benchmarking.