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LongCat-2.0

Score basis

LongCat-2.0 is behind the leaders in factuality, long context, reasoning, coding, and agentic tasks. Too few results yet to rate safety, math, multimodal tasks, multilingual tasks, or instruction following.

Capability profile

Bars show the model's median result as a share of the leading model's, per capability. Select a row to see its results.

Limited5 capabilities
  1. Factuality−28.3%2 of 4
  2. Long Context−29.0%1 of 3
  3. Reasoning−29.2%3 of 6
  4. Coding−38.8%2 of 10
  5. Agentic−44.2%3 of 7
Not rated5 capabilities

Too few results yet to rate Safety, Math, Multimodal, Multilingual or Instruction Following.

Price

$0.30input$1.20outputper million tokens

From Artificial Analysis · 2 providers tracked · All prices

Cheaper than 59% of 330 priced models · 3:1 input-to-output blend, log scale

Evidence

15results on15benchmarks

  • 15 aggregator

From 1 source · latest Oct 8, 2026 · How verification works

API features

Tool callingReasoning

As listed by OpenRouter

LongCat-2.0 benchmark results

15 results on 15 benchmarks, grouped by capability. Each bar is the result as a share of the capability leader's; every result links to its source.

Factuality

LimitedFull factuality ranking

28.3% behind the leader2 of 4 ranked benchmarks measured

Long Context

LimitedFull long context ranking

29.0% behind the leader1 of 3 ranked benchmarks measured

Reasoning

LimitedFull reasoning ranking

29.2% behind the leader3 of 6 ranked benchmarks measured

Coding

LimitedFull coding ranking

38.8% behind the leader2 of 10 ranked benchmarks measured

Agentic

LimitedFull agentic ranking

44.2% behind the leader3 of 7 ranked benchmarks measured

More results

Benchmarks outside the capability baskets. They are not ranked against a leader.

LongCat-2.0: common questions

Who makes LongCat-2.0?

LongCat-2.0 is made by Meituan.

When was LongCat-2.0 released?

LongCat-2.0 was released on Jun 29, 2026, according to Artificial Analysis.

What is LongCat-2.0 good at?

LongCat-2.0 is behind the leaders in factuality, long context, reasoning, coding, and agentic tasks. Too few results yet to rate safety, math, multimodal tasks, multilingual tasks, or instruction following.

How much does LongCat-2.0 cost?

LongCat-2.0 costs $0.30 per million input tokens and $1.20 per million output tokens, according to Artificial Analysis. We track its price at 2 providers. At a mix of three input tokens to one output token, it is cheaper than 59% of the 330 priced models we track.

How many benchmarks has LongCat-2.0 been tested on?

We track 15 results for LongCat-2.0 on 15 benchmarks from 1 source. The latest was recorded on Oct 8, 2026.

Which API features does LongCat-2.0 support?

OpenRouter lists tool calling and reasoning for LongCat-2.0.

About this record

Where LongCat-2.0's numbers come from, and every name it appears under.

Tracked since
Jul 7, 2026
Newest source mention
Jul 30, 2026

Where the results come from

Verification: 15 scores · 0 independently verified · 15 aggregator-attributed. How these tiers are assigned

From 1 source on 1 site. Artificial Analysis supplies all of them. Bars are coloured by trust tier.

  • artificialanalysis.ai15

Also known as

meituan-longcat/longcat-2.0longcat-2-0