About Cogito V2 Preview Llama 109B
An instruction-tuned, hybrid-reasoning Mixture-of-Experts model built on Llama-4-Scout-17B-16E. Cogito v2 can answer directly or engage an extended “thinking” phase, with alignment guided by Iterated Distillation & Amplification (IDA). It targets coding, STEM, instruction following, and general helpfulness, with stronger multilingual, tool-calling, and reasoning performance than size-equivalent baselines. The model supports long-context use (up to 10M tokens) and standard Transformers workflows. Users can control the reasoning behaviour with the `reasoning` `enabled` boolean. [Learn more in our docs](https://openrouter.ai/docs/use-cases/reasoning-tokens#enable-reasoning-with-default-config)
Model Specifications
Best For
- Complex reasoning, math problems, multi-step logic
- Image analysis, document understanding, visual Q&A
- Conversations, content writing, general assistance
Consider Alternatives For
- Simple Q&A (cheaper models available)
💰 Real-World Cost Examples
Estimated monthly costs for common use cases
Other Model Lineup
Compare all models from Other to find the best fit
| Model | Input | Output | Context | Capabilities |
|---|---|---|---|---|
| Cogito V2 Preview Llama 109B Current | Free | Free | 131k | chat vision reasoning |
| Riverflow V2 Max Preview | Free | Free | 8k | chat vision image_gen |
| Riverflow V2 Standard Preview | Free | Free | 8k | chat vision image_gen |
| Riverflow V2 Fast Preview | Free | Free | 8k | chat vision image_gen |
| AFM 4.5B | Free | Free | 66k | chat |
| AFM 4.5B | Free | Free | 66k | chat |
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