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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.
💰qwen3guard-gen-4b is 100% cheaper than Meituan: LongCat Flash Chat
Price (lower is better), Speed/Latency (lower is better), Performance (higher is better)
| Spec | Meituan: LongCat Flash Chat | qwen3guard-gen-4b |
|---|---|---|
| Provider | meituan | ditto--ai |
| Input price / 1M tokens | $0.20 | Free |
| Output price / 1M tokens | $0.80 | — |
| Context window | 131k tokens | — |
| Latency (p50) | — | — |
| Best benchmark score | — | — |
| Open source | No | No |
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...
A 4B-parameter safety and content moderation model that classifies user prompts and assistant responses as Safe, Unsafe, or Controversial with fine-grained category labels and refusal detection. Supports 119 languages.
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