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HomeModelsLongCat Flash Chat

Meituan model product

LongCat Flash Chat

LongCat-Flash-Chat is Meituan's first open-source foundation model, a 560B parameter Mixture-of-Experts (MoE) model that dynamically activates 18.6B-31.3B parameters (~27B average) based on contextual demands. It features Zero-Computation Experts for efficient routing and supports 128K context. Optimized for conversational and agentic tasks, it shows competitive performance across reasoning, coding, instruction following, and domain benchmarks with particular strengths in tool use and complex multi-step interactions. Achieves over 100 tokens per second on H800 GPUs.

Updated Aug 10, 2026. Default version: LongCat-Flash-Chat

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LLMBoard score52.8LongCat-Flash-Chat
Coverage80%8 benchmark families
Context window128KTokens
Official input priceN/AOfficial price unavailable

On this page

  • Specification
  • Capability
  • Benchmarks
  • Arena
  • Pricing
  • Versions
  • About
  • Compare
  • Similar models
  • FAQ

Model specification

Structured fields from the published default version.

Version
LongCat-Flash-Chat
Released
Aug 29, 2025
Knowledge cutoff
Unknown
Parameters
560B
Context window
128K
Max output
128K
Inputs
text
Outputs
text
Open weights
No
License
MIT

Capability profile

This profile uses the latest version under this unique model that has a calculated LLMBoard score. Arena and price are excluded.

LongCat-Flash-Chat category scores

Benchmark results

Published benchmark records for the scored version LongCat-Flash-Chat.

16 rows
Columns

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CMMLU0.83660.0%CAug 7, 2026
ZebraLogic0.94857.1%CAug 7, 2026
Terminal-Bench0.492566.7%CAug 7, 2026
MMLU0.91210088.9%CAug 7, 2026
MATH-5001.0133261.3%CAug 7, 2026
Tau2 Airline0.6132345.5%CAug 7, 2026
DROP0.8163048.3%CAug 7, 2026
Tau2 Retail0.7192628.0%CAug 7, 2026
IFEval0.9206570.3%CAug 7, 2026
HumanEval0.9217673.3%CAug 7, 2026
Tau2 Telecom0.7243532.4%CAug 7, 2026
MMLU-Pro0.83312975.0%CAug 7, 2026
LiveCodeBench0.5487334.7%CAug 7, 2026
SWE-Bench Verified0.67810425.2%CAug 7, 2026
AIME 20250.69711415.0%CAug 7, 2026
GPQA0.711623350.4%CAug 7, 2026

Arena results

Preference and agent-evaluation signals from published Arena datasets.

58 rows
Columns

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textindustry medicine and healthcare381462.5667N/AAug 6, 2026
textfrench501459.0164N/AAug 6, 2026
textcoding531467.82,233N/AAug 6, 2026
textspanish581444.0363N/AAug 6, 2026
textmath621440.0687N/AAug 6, 2026
textindustry business and management and financial operations641428.52,170N/AAug 6, 2026
textindustry mathematical651441.9544N/AAug 6, 2026
textindustry software and it services661458.73,904N/AAug 6, 2026
texthard prompts english771444.92,853N/AAug 6, 2026
textenglish781440.25,366N/AAug 6, 2026
textexpert811438.1517N/AAug 6, 2026
textgerman861415.9273N/AAug 6, 2026
texthard prompts871432.85,576N/AAug 6, 2026
textoverall891422.111,379N/AAug 6, 2026
textexclude ties911411.08,059N/AAug 6, 2026
textpolish951407.1640N/AAug 6, 2026
text style controlcoding961473.92,233N/AAug 6, 2026
textkorean991360.9287N/AAug 6, 2026
text style controlindustry medicine and healthcare991444.3667N/AAug 6, 2026
text style controlspanish1021409.6363N/AAug 6, 2026
text style controlfrench1051432.8164N/AAug 6, 2026
text style controlindustry business and management and financial operations1051417.52,170N/AAug 6, 2026
textnon english1091401.26,013N/AAug 6, 2026
textindustry life and physical and social science1101427.01,704N/AAug 6, 2026
textinstruction following1101397.82,955N/AAug 6, 2026
text style controlmath1111415.0687N/AAug 6, 2026
text style controlindustry mathematical1121420.9544N/AAug 6, 2026
text style controlindustry software and it services1141452.33,904N/AAug 6, 2026
textindustry legal and government1161416.2779N/AAug 6, 2026
text style controlhard prompts english1191439.02,853N/AAug 6, 2026
text style controlenglish1241422.25,366N/AAug 6, 2026
text style controlgerman1241384.8273N/AAug 6, 2026
textchinese1251431.9679N/AAug 6, 2026
textjapanese1251309.4163N/AAug 6, 2026
textmulti turn1271403.12,023N/AAug 6, 2026
textrussian1271386.8690N/AAug 6, 2026
text style controlhard prompts1271426.25,576N/AAug 6, 2026
text style controlexpert1281421.6517N/AAug 6, 2026
textindustry entertainment and sports and media1301360.31,957N/AAug 6, 2026
text style controloverall1361400.811,379N/AAug 6, 2026
text style controlinstruction following1361388.72,955N/AAug 6, 2026
text style controlexclude ties1381381.78,059N/AAug 6, 2026
textlonger query1391390.82,341N/AAug 6, 2026
textindustry writing and literature and language1411367.52,498N/AAug 6, 2026
text style controlpolish1411369.3640N/AAug 6, 2026
text style controlkorean1431325.8287N/AAug 6, 2026
text style controlchinese1441420.8679N/AAug 6, 2026
text style controlnon english1461376.66,013N/AAug 6, 2026
textcreative writing1471344.91,374N/AAug 6, 2026
text style controlindustry life and physical and social science1481406.61,704N/AAug 6, 2026
text style controlmulti turn1491392.52,023N/AAug 6, 2026
text style controljapanese1541287.3163N/AAug 6, 2026
text style controlindustry legal and government1581393.7779N/AAug 6, 2026
text style controlrussian1581371.6690N/AAug 6, 2026
text style controllonger query1591384.62,341N/AAug 6, 2026
text style controlindustry writing and literature and language1651354.72,498N/AAug 6, 2026
text style controlindustry entertainment and sports and media1661339.11,957N/AAug 6, 2026
text style controlcreative writing1781328.61,374N/AAug 6, 2026

Pricing

Official vendor API PAYG pricing is summarized first. The table then lists individual provider offerings without treating their minimum as the official price.

Official API
N/A
Official provider
N/A
Lowest third-party
N/A
Tracked offerings
0
No published price snapshot

The default version has no provider offering with current input or output token prices.

Official prices use only the vendor's configured official Provider and positive standard USD PAYG rates. Third-party offers remain explicitly labeled.

LongCat Flash Chat versions

All published versions linked to this unique model. The score columns identify the version used by the current overall ranking.

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Columns

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LongCat-Flash-ChatAug 29, 202552.8560B128K128KNoMIT

What is LongCat Flash Chat?

A concise description based on the published model registry.

LongCat-Flash-Chat is Meituan's first open-source foundation model, a 560B parameter Mixture-of-Experts (MoE) model that dynamically activates 18.6B-31.3B parameters (~27B average) based on contextual demands. It features Zero-Computation Experts for efficient routing and supports 128K context. Optimized for conversational and agentic tasks, it shows competitive performance across reasoning, coding, instruction following, and domain benchmarks with particular strengths in tool use and complex multi-step interactions. Achieves over 100 tokens per second on H800 GPUs.

Use the benchmark, Arena and pricing sections above as separate evidence. A missing field means the current data snapshot does not support that claim.

Data snapshot: 2026-08-07. Editorial model content is not available in the backend.

LongCat Flash Chat vs nearby models

Open a comparison with the three ranked models immediately above and below this model.

LongCat Flash ChatvsQwen2.5 72BLongCat Flash ChatvsGemini 2.0 FlashLongCat Flash ChatvsSarvam 105BLongCat Flash ChatvsGemini 2.0 Flash LiteLongCat Flash ChatvsLlama 3.1 70BLongCat Flash ChatvsQwen3 VL 32B Thinking

Models similar to LongCat Flash Chat

Recommendations prioritize the same model type and family, then the closest published LLMBoard score.

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Gemini 2.0 Flash Lite

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FAQ

Common questions about LongCat Flash Chat.

When was LongCat Flash Chat released?

LongCat Flash Chat's default version was released on Aug 29, 2025.

How much does LongCat Flash Chat cost?

No official standard PAYG price is currently available for LongCat Flash Chat.

Who created LongCat Flash Chat?

LongCat Flash Chat is published under Meituan in the model registry.

What is the context window for LongCat Flash Chat?

The default version has a 128K token context window.

Is LongCat Flash Chat open weight?

No. The default version is not marked as having publicly available weights.

How many API providers offer LongCat Flash Chat?

No published provider offering is currently linked to the default version.

What models should I compare LongCat Flash Chat with?

Nearby ranked alternatives include Qwen2.5 72B, Gemini 2.0 Flash, Sarvam 105B.

Rankings

OverallCodingText ArenaPricing

Modalities

Image GenerationVideo GenerationSpeech-to-TextEmbeddings

Benchmarks

All BenchmarksReasoningMathCoding

Vendors

All VendorsOpenAIAnthropicGoogle
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