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meituan

LongCat

#126 in Frontier LLMs

meituan · since 2026-06-30 · 3× · last seen Jun 29, 2026

9
Momentum

LongCat is a family of frontier language models developed by Meituan's AI lab. The current flagship, LongCat-2.0 (released June 30, 2026), is an open-source Mixture-of-Experts model with 1.6 trillion total parameters (~48B active per token) and a native 1-million-token context window, purpose-built for agentic coding. The full training and inference pipeline ran entirely on a cluster of 50,000+ domestic Chinese ASIC accelerators, with no Nvidia hardware. The model family also includes multimodal variants (LongCat-Next for image/audio/text, LongCat-Flash-Omni) and specialized models for video avatars, formal proofs, and reasoning.

Momentum trend
04.04.03.07.

Features

Coding Benchmark (SWE-bench Pro %)59.5% on SWE-bench Pro (measured internally by Meituan; reportedly surpasses GPT-5.5's 58.6%, per vendor)
Context Window (Tokens)1,000,000 tokens (native; LongCat-2.0). LongCat-Flash-Chat: 128K tokens.
Price per 1M Input TokensStandard price: $0.75 / 1M input tokens; limited-time promotional price: $0.30 / 1M input tokens (cache hits free)

Sources (3)

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