Ovis Image
Ovis Image is a released vision model with open-weight; evaluate it while provider pricing coverage matures.
Use it for
- Teams evaluating vision
Do not use it for
- Cost-sensitive launches that need sourced token pricing
- Strict JSON or tool-calling flows
- Teams that need a tracked hosted API route today
- Family
- Ovis Image
- Released
- 2025-11-29
- Parameters
- 7B
- Architecture
- Diffusion
- Specialization
- image-generation
- Openness
- Open weights
No tracked provider token pricing is available yet.
About
Ovis-Image by Alibaba's AIDC-AI team. A 7B text-to-image model specifically optimized for high-quality text rendering, achieving 92%+ word accuracy on CVTG-2K benchmark. Built on a diffusion visual decoder integrated with the Ovis 2.5 multimodal backbone. Generates 1024x1024 images in realistic, cyberpunk, anime, and sci-fi styles. Available on HuggingFace (AIDC-AI/Ovis-Image-7B).
Ovis Image is an open-weight model. The structured metadata tracks multimodal input. No headline benchmark score is tracked for Ovis Image yet.
Top use-case fit
Vision
Included by capability and metadata signals in the decision map.
Provider price ladder
No tracked provider token pricing is available for this model yet.
Capabilities
Benchmark peer barsfor Vision
No task-mapped benchmark peers are available for this model yet.
Migration checks
No linked migration route is available for this model yet.
No tracked provider token pricing is available yet.