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#160

LongCat 2.0

Meituan Release: 2026-07-20 Tested on: 2026-08-14 04:15 meituan/longcat-2.0::high
1.6T total (48B active)MoEOpen source
(high) (medium) (low) (none)

Summary

LongCat 2.0 scores 6.7 on AI BENCHY and ranks #160. It has 10.0 reliability, a 51.5% pass rate, $0.492 total cost, and 153.29s average response time.

What makes LongCat 2.0 unique: It stands out most in Coding, where it ranks #1, while Data parsing and extraction is its weakest area at #15.

Model facts

Researched on 2026-08-12

Reported
Parameters
1.6T total (48B active)
Architecture
MoE
Availability
Open source
License
MIT
Parameter source Availability source

Score

6.7

Consistency

8.4

Reliability

10.0

Total Cost (Current Price)

$0.492

Total Output Tokens

386,642

Total Input Tokens

93,411

Input Price

$0.300 / 1M

Output Price

$1.200 / 1M

Tests Correct

Wrong Tests: 13

Attempt pass rate: 51.5%

Flaky tests

4

Flaky tests had mixed outcomes across runs (at least one pass and one fail).

Response Time (avg)

153.29s

Response Time (max): 941.66s

Response Time (total): 3372.36s

Wrong answer: 7 Did not follow instructions: 2 No answer: 2 Timed out: 2

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#160 LongCat 2.0

high
Reached the allocated time limit (600 seconds) without receiving showcase output.
Cost
$0.000
Time
600.0s
Tokens
0 tok

Run history

Tested on Score Reliability Tests Correct Total Cost Compare
2026-08-14 04:15 Re-test 6.7 10.0 $0.492 Current run
2026-07-20 17:01 Initial run 6.6 9.4 $0.469 Compare

This run used a different benchmark suite. Keep suite changes in mind when reading historical movement.

Price History

Historical pricing data for this model from OpenRouter.

Date Input Price Output Price
2026-08-14 12:51 $0.300 / 1M $1.200 / 1M

Charts

Choose the first model, then click a second model to open a side-by-side page.

Total Output Tokens

Score vs Total Output Tokens

Quick Compare

LongCat 2.0highvsGemini 3.5 FlashminimalLongCat 2.0highvsGemini 3.5 Flash LitelowLongCat 2.0highvsLongCat 2.0lowLongCat 2.0highvsQwen3.5-27BnoneLongCat 2.0highvsKAT-Coder-Pro V2.5noneLongCat 2.0highvsGemini 3.1 Flash Lite PreviewlowLongCat 2.0highvsGLM 5.2noneLongCat 2.0highvsInkling SmallmediumLongCat 2.0highvsGemma 4 26B A4BmediumFree AvailableLongCat 2.0highvsGemini 3.1 Flash Litelow

Category Breakdown

Category Score Consistency Tests Correct
Anti-AI Tricks 8.9 8.1
Coding 7.8 9.3
Combined 10.0 10.0
Data parsing and extraction 3.6 5.8
Domain specific 3.6 7.2
General Intelligence 5.1 10.0
Instructions following 6.5 10.0
Puzzle Solving 3.1 7.4
Tool Calling 10.0 10.0
Trivia 3.0 10.0

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