Meituan LongCat
Listed at https://github.com/meituan-longcat
Overall Rank #6 ⭐⭐ Recommended
✅ OpenRouter / Hugging Face self-host | 🇨🇳 China Direct
💰 Token Pricing
| Type | Price | Note |
|---|---|---|
| Input | OpenRouter: $0.60/M token (48B active MoE) | per million tokens |
| Output | OpenRouter: $2.40/M token (48B active MoE) | per million tokens |
💡 Free Credits:
🤖 Supported Models (4)
LongCat-2.0 (1.6T MoE)LongCat-2.0 INT4LongCat-2-140BLongCat-2-70B
✨ Pros
- ✓1.6T total / 48B active MoE, operational cost close to DeepSeek V3
- ✓1M token context window, +13 point LongBench v2 lead
- ✓MIT license, no commercial restriction
- ✓OpenRouter model meituan/longcat-2-0-1.6t-moe ready to use
- ✓vLLM-compatible inference, single-node 8x H100 INT4 deploy
- ✓Distilled 70B / 140B variants for budget-constrained single/dual-node
⚠️ Cons
- ×No multimodal support (text-only)
- ×No published function-calling benchmarks
- ×INT4 quantization loses ~2-3 MMLU points
- ×Full BF16 model needs multi-node deployment (~3.2 TB VRAM)
- ×Limited Chinese documentation and community examples
- ×Routing requires OpenRouter or self-hosted vLLM cluster
🎯 Best For
Long-context RAG, full-codebase analysis, multi-hour document processing, self-hosted open-weight deployment