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Side-by-side comparison of API pricing, context window, latency, and benchmark performance. Data refreshed daily from provider APIs and ModelStop's own latency probes.
💰Deep Cogito: Cogito v2.1 671B is 100% cheaper than Qwen: Qwen2.5 Coder 7B Instruct
⚡Qwen: Qwen2.5 Coder 7B Instruct is 18ms faster than Deep Cogito: Cogito v2.1 671B
Price (lower is better), Speed/Latency (lower is better), Performance (higher is better)
| Spec | Deep Cogito: Cogito v2.1 671B | Qwen: Qwen2.5 Coder 7B Instruct |
|---|---|---|
| Provider | deepcogito | qwen |
| Input price / 1M tokens | Free | $0.03 |
| Output price / 1M tokens | — | $0.09 |
| Context window | 128k tokens | 33k tokens |
| Latency (p50) | 18ms | — |
| Best benchmark score | — | — |
| Open source | No | No |
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...
Qwen2.5-Coder-7B-Instruct is a 7B parameter instruction-tuned language model optimized for code-related tasks such as code generation, reasoning, and bug fixing. Based on the Qwen2.5 architecture, it incorporates enhancements like RoPE,...
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