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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.
💰Meituan: LongCat Flash Chat is 59% cheaper than llama-guard-3-8b
⚡Meituan: LongCat Flash Chat is 170ms faster than llama-guard-3-8b
Price (lower is better), Speed/Latency (lower is better), Performance (higher is better)
Meituan: LongCat Flash Chat is 142% cheaper
| Spec | llama-guard-3-8b | Meituan: LongCat Flash Chat |
|---|---|---|
| Provider | meta | meituan |
| Input price / 1M tokens | $0.48 | $0.20 |
| Output price / 1M tokens | $0.03 | $0.80 |
| Context window | 131k tokens | 131k tokens |
| Latency (p50) | 170ms | — |
| Best benchmark score | — | — |
| Open source | No | No |
Llama Guard 3 is a Llama-3.1-8B pretrained model, fine-tuned for content safety classification. Similar to previous versions, it can be used to classify content in both LLM inputs (prompt classification) and in LLM responses (response classification). It acts as an LLM – it generates text in its output that indicates whether a given prompt or response is safe or unsafe, and if unsafe, it also lists the content categories violated.
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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