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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 Meituan: LongCat Flash Chat
⚡Meituan: LongCat Flash Chat 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 | Meituan: LongCat Flash Chat |
|---|---|---|
| Provider | deepcogito | meituan |
| Input price / 1M tokens | Free | $0.20 |
| Output price / 1M tokens | — | $0.80 |
| Context window | 128k tokens | 131k 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...
LongCat-Flash-Chat is a large-scale Mixture-of-Experts (MoE) model with 560B total parameters, of which 18.6B–31.3B (≈27B on average) are dynamically activated per input. It introduces a shortcut-connected MoE design to reduce...
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