Meituan model product
LongCat Flash Thinking
LongCat Flash Thinking is an upgraded Mixture-of-Experts model with 560B total parameters and approximately 27B activated parameters.
Updated Oct 23, 2026. Default version: LongCat-Flash-Thinking-2601
LLMBoard Score58.2LongCat-Flash-Thinking-2601
Coverage20%11 benchmark families
Context window128KTokens
Official input priceN/AOfficial price unavailable
LongCat Flash Thinking Capability Profile
This profile uses the model's current scored version. Arena ratings and prices are shown separately.
LongCat Flash Thinking Benchmark Results
Benchmark scores for LongCat-Flash-Thinking-2601.
Sort by
Benchmark | Score | Rank | Participants | Percentile | Evidence | Evaluated |
|---|
| BenchmarkTau2 Airline | Score76.50% | Rank02 | Participants26 | Percentile96.00% | EvidenceC | Evaluated |
| BenchmarkTau2 Telecom | Score99.30% | Rank02 | Participants37 | Percentile97.22% | EvidenceC | Evaluated |
| BenchmarkTau2 Retail | Score88.60% | Rank04 | Participants28 | Percentile88.89% | EvidenceC | Evaluated |
| BenchmarkBrowseComp-zh | Score69.00% | Rank05 | Participants15 | Percentile71.43% | EvidenceC | Evaluated |
| BenchmarkAIME 2025 | Score99.60% | Rank09 | Participants122 | Percentile93.39% | EvidenceC | Evaluated |
| BenchmarkLiveCodeBench | Score82.80% | Rank09 | Participants76 | Percentile89.33% | EvidenceC | Evaluated |
| BenchmarkIMO-AnswerBench | Score78.60% | Rank21 | Participants22 | Percentile4.76% | EvidenceC | Evaluated |
| BenchmarkBrowseComp | Score56.60% | Rank46 | Participants70 | Percentile34.78% | EvidenceC | Evaluated |
| BenchmarkHumanity's Last Exam | Score25.20% | Rank62 | Participants109 | Percentile43.52% | EvidenceC | Evaluated |
| BenchmarkSWE-Bench Verified | Score70.00% | Rank70 | Participants120 | Percentile42.02% | EvidenceC | Evaluated |
| BenchmarkGPQA | Score80.50% | Rank102 | Participants256 | Percentile60.39% | EvidenceC | Evaluated |
LongCat Flash Thinking Arena Results
Preference and agent-evaluation results for the default version.
No Arena results
The default version does not have a matching Arena result yet.
LongCat Flash Thinking Pricing
Official vendor API pricing appears first, followed by individual provider offers.
- Official API
- N/A
- Official provider
- N/A
- Lowest third-party
- N/A
- Tracked offerings
- 0
No provider prices
The default version has no 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 Thinking Runtime Performance
Provider-specific output speed and catalog latency for LongCat-Flash-Thinking-2601. Runtime does not affect the capability score.
No runtime data
No provider-specific speed or latency record is linked to the default version yet.
Output Speed is generated output tokens received per second. Catalog latency is reported separately from observed provider TTFT.
LongCat Flash Thinking Specifications
Technical details for the model's default version.
- Version
- LongCat-Flash-Thinking-2601
- Released
- Jan 14, 2026
- Knowledge cutoff
- Unknown
- Parameters
- 560B
- Context window
- 128K
- Max output
- 128K
- Inputs
- text
- Outputs
- text
- Open weights
- Yes
- License
- MIT
LongCat Flash Thinking Versions
Available versions of this model. The score column identifies the version used in the overall ranking.
Sort by
Version | Released | LLMBoard | Parameters | Context | Max output | Open weights | License |
|---|
| VersionLongCat-Flash-Thinking-2601 | Released | LLMBoard58.16 | Parameters560B | Context128K | Max output128K | Open weightsYes | LicenseMIT |
| VersionLongCat-Flash-Thinking | Released | LLMBoardN/A | Parameters560B | Context128K | Max output128K | Open weightsYes | LicenseMIT |
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What is LongCat Flash Thinking?
Key information about LongCat Flash Thinking and its available data.
LongCat-Flash-Thinking-2601 is an upgraded version of LongCat-Flash-Thinking from Meituan, featuring Heavy Thinking mode and training with structured agentic trajectories and context management. It is evaluated on Agentic Search, Agentic Tool Use, and Tool-Integrated Reasoning benchmarks.
Data as of 2026-10-22.
FAQ
Common questions about LongCat Flash Thinking.
When was LongCat Flash Thinking released?
LongCat Flash Thinking's default version was released on Jan 14, 2026.
How much does LongCat Flash Thinking cost?
No official standard PAYG price is currently available for LongCat Flash Thinking.
Who created LongCat Flash Thinking?
LongCat Flash Thinking was created by Meituan.
What is the context window for LongCat Flash Thinking?
The default version has a 128K token context window.
Is LongCat Flash Thinking open weight?
Yes. The default version is marked as open weight under MIT.
How many API providers offer LongCat Flash Thinking?
No provider offering is currently linked to the default version.