Ling 3.0 Flash VL
Ling 3.0 Flash VL builds on Ling 3.0 Flash (124B total / 5.5B active MoE from InclusionAI), strengthening its language capabilities and adding native visual perception.
Specifications
| Lab | InclusionAI |
|---|---|
| Context window | 262.1K tokens |
| Input price | $0.02/1M |
| Output price | $0.06/1M |
| Release | Sep 2026 |
Strengths
- 124B MoE with 5.5B active parameters
- Native image and video understanding
- 262K-token context window
- Supports reasoning and tool-use parameters
Weaknesses
- Free-tier availability may have rate limits
- No published benchmark record in the catalog yet
Best for
- Video and image analysis
- Long-context document work
- Multimodal coding and research
In Depth: Ling 3.0 Flash VL
Summary
Ling 3.0 Flash VL is an AI model from InclusionAI.
Released in Sep 2026. It takes text, image, and video input and produces text output, with a context window of 262.1K tokens. Input pricing is $0.02 per 1M tokens and output is $0.06 per 1M tokens on OpenRouter.