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#97

LongCat 2.0

Meituan Release: 2026-07-20 Tested on: 2026-07-20 17:01 meituan/longcat-2.0::high
1.6T total (48B active)MoEOpen source
(high) (medium) (low) (none)

Summary

LongCat 2.0 scores 6.6 on AI BENCHY and ranks #97. It has 9.4 reliability, a 53.0% pass rate, $0.469 total cost, and 148.73s average response time.

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

6.6

Consistency

8.2

Reliability

9.4

Total Cost (Current Price)

$0.469

Total Output Tokens

366,791

Total Input Tokens

93,357

Input Price

$0.300 / 1M

Output Price

$1.200 / 1M

Tests Correct

Wrong Tests: 13

Attempt pass rate: 53.0%

Flaky tests

5

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

Response Time (avg)

148.73s

Response Time (max): 941.66s

Response Time (total): 3272.00s

Wrong answer: 6 Timed out: 3 Did not follow instructions: 2 No answer: 2

Hamster playing table tennis

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

#97 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 Compare
2026-07-20 17:01 Initial run 6.6 9.4 $0.469 Current run

Price History

Historical pricing data for this model from OpenRouter.

Date Input Price Output Price
2026-07-20 17:49 $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 7.6 7.2
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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