LongCat Benchmark Methodology and Evidence Policy
How this site labels benchmark evidence, what must be disclosed before publishing independent results, and the current status of independent testing.
Why this methodology exists
Benchmark numbers circulate widely, often without clear labelling of who ran the test, under what conditions, and with what limitations.
This methodology establishes a consistent evidence-labelling system for any benchmark-related content published on this site.
Evidence labels
1. Publisher-reported
The number comes from the model publisher's own documentation, blog, technical report, or model card. This site has not independently verified the result.
2. Third-party reported
The number comes from a source that is not the model publisher and not this site. Examples include academic papers, independent evaluation platforms, or community benchmarks.
3. Independently tested by this site
The number was produced by this site through its own testing. The full disclosure checklist below is published alongside the result.
Current status
No independent benchmark results have been published by this site.
This site has not yet conducted or published any independent benchmark tests of LongCat models.
Sources
- LongCat-2.0 blog post
Publisher documentationPublished 2026-06-30Accessed 2026-07-19
Publisher blog post that includes vendor-reported benchmark scores. Referenced here as an example of how publisher-reported claims are labelled under this methodology.
- LongCat-2.0 GitHub Repository
Primary sourceAccessed 2026-07-19
Primary source for the model card, which includes a benchmark results table with scoring and labelling notes. Referenced to illustrate the distinction between publisher-reported and independently tested results.
Independent third-party disclosure
This page is published by an independent third-party site. It is not affiliated with, endorsed by, sponsored by, or operated by Meituan, LongCat, or any of their affiliates. The content summarizes publicly-available primary documentation and does not represent the views of any referenced organization.
Last reviewed: 2026-07-19