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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.
💰Google: Gemini 3.1 Pro Preview is 100% cheaper than Meituan: LongCat Flash Chat
⚡Meituan: LongCat Flash Chat is 16ms faster than Google: Gemini 3.1 Pro Preview
Price (lower is better), Speed/Latency (lower is better), Performance (higher is better)
| Spec | Google: Gemini 3.1 Pro Preview | Meituan: LongCat Flash Chat |
|---|---|---|
| Provider | meituan | |
| Input price / 1M tokens | Free | $0.20 |
| Output price / 1M tokens | — | $0.80 |
| Context window | 1049k tokens | 131k tokens |
| Latency (p50) | 16ms | — |
| Best benchmark score | — | — |
| Open source | No | No |
Gemini 3.1 Pro Preview is Google’s frontier reasoning model, delivering enhanced software engineering performance, improved agentic reliability, and more efficient token usage across complex workflows. Building on the multimodal foundation...
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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