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meituan

LongCat 2.0

#21 in Frontier LLMs

meituan · v2.0 · since 2026-06-30 · 16× · last seen Jul 03, 2026

46
Momentum

LongCat-2.0 is a frontier-scale Mixture-of-Experts (MoE) language model by Meituan featuring 1.6 trillion total parameters, with 33–56 billion parameters dynamically activated per token. It natively supports a 1-million-token context window and was trained end-to-end on a 50,000-card domestic Chinese AI ASIC superpod cluster without any Nvidia hardware. Designed specifically for agentic coding tasks, it was open-sourced on June 30, 2026, under the MIT license.

Momentum trend
04.04.03.07.

Features

Coding Benchmark (SWE-bench Pro %)59.5% (SWE-bench Pro) — surpasses GPT-5.5 (58.6%)
Context Window (Tokens)1,000,000 tokens (1M native)
Multimodal (Image/Video)No — LongCat-2.0 is a pure text/code model. Multimodal capabilities (image, audio, video) are reserved for separate models in the LongCat family (LongCat-Next, LongCat-Flash-Omni).
NLP Benchmark ScoreTerminal-Bench 2.1: 70.8; SWE-bench Multilingual: 77.3
Price per 1M Input TokensStandard: $0.75 / 1M input tokens; Promo (limited-time): $0.30 / 1M input tokens. Cache hits: free.

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