Cogito v2.1 671B MoE represents one of the strongest open models globally, matching performance of frontier closed and open models. This model is trained using self play with reinforcement learning to reach state-of-the-art performance on m…
Model details →Deep Cogito: Cogito v2.1 671B vs OpenAI: GPT-4o Search Preview
Deep Cogito: Cogito v2.1 671B wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
GPT-4o Search Previewis a specialized model for web search in Chat Completions. It is trained to understand and execute web search queries.
Model details →Side-by-side comparison
| Capability | Deep Cogito: Cogito v2.1 671B | OpenAI: GPT-4o Search Preview | Winner |
|---|---|---|---|
| Context window Maximum number of input tokens the model can attend to in a single request. | 128K | 128K | Tie |
| Input price (per 1M) Cost per million input tokens billed by the provider. | $1.25 | $2.50 | 🏆 Deep Cogito: Cogito v2.1 671B |
| Output price (per 1M) Cost per million output tokens billed by the provider. | $1.25 | $10.00 | 🏆 Deep Cogito: Cogito v2.1 671B |
| Tool / function calling First-class support for emitting structured tool calls. | — | — | Tie |
| Vision input Accepts image inputs alongside text. | — | — | Tie |
| Reasoning mode Internal chain-of-thought / extended-thinking support. | Yes | — | 🏆 Deep Cogito: Cogito v2.1 671B |
Frequently asked questions
Is Deep Cogito: Cogito v2.1 671B better than OpenAI: GPT-4o Search Preview?
Deep Cogito: Cogito v2.1 671B wins on 3 of 6 axes — pricing and capability skew in its favour for most workloads.
What's the price difference between Deep Cogito: Cogito v2.1 671B and OpenAI: GPT-4o Search Preview?
Input: $1.25 vs $2.50 per 1M tokens. Output: $1.25 vs $10.00 per 1M tokens.
What context windows do Deep Cogito: Cogito v2.1 671B and OpenAI: GPT-4o Search Preview support?
Deep Cogito: Cogito v2.1 671B supports up to 128K tokens. OpenAI: GPT-4o Search Preview supports up to 128K tokens.
Do both Deep Cogito: Cogito v2.1 671B and OpenAI: GPT-4o Search Preview support tool calling?
Deep Cogito: Cogito v2.1 671B: not advertised. OpenAI: GPT-4o Search Preview: not advertised.