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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.
💰gemma-2b-it-lora is 100% cheaper than Meituan: LongCat Flash Chat
⚡Meituan: LongCat Flash Chat is 418ms faster than gemma-2b-it-lora
Price (lower is better), Speed/Latency (lower is better), Performance (higher is better)
gemma-2b-it-lora is Infinity% cheaper
| Spec | gemma-2b-it-lora | Meituan: LongCat Flash Chat |
|---|---|---|
| Provider | meituan | |
| Input price / 1M tokens | Free | $0.20 |
| Output price / 1M tokens | — | $0.80 |
| Context window | 8k tokens | 131k tokens |
| Latency (p50) | 418ms | — |
| Best benchmark score | — | — |
| Open source | No | No |
This is a Gemma-2B base model that Cloudflare dedicates for inference with LoRA adapters. Gemma is a family of lightweight, state-of-the-art open models from Google, built from the same research and technology used to create the Gemini models.
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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