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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/gemma-3-12b-it is 100% cheaper than Meituan: LongCat Flash Chat
⚡Meituan: LongCat Flash Chat is 69ms faster than google/gemma-3-12b-it
Price (lower is better), Speed/Latency (lower is better), Performance (higher is better)
| Spec | google/gemma-3-12b-it | Meituan: LongCat Flash Chat |
|---|---|---|
| Provider | deepinfra | meituan |
| Input price / 1M tokens | Free | $0.20 |
| Output price / 1M tokens | — | $0.80 |
| Context window | 131k tokens | 131k tokens |
| Latency (p50) | 69ms | — |
| Best benchmark score | — | — |
| Open source | No | No |
Gemma 3 introduces multimodality, supporting vision-language input and text outputs. It handles context windows up to 128k tokens, understands over 140 languages, and offers improved math, reasoning, and chat capabilities,...
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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