Model Comparator

Compare up to four models using the same criteria.

LongCat 2.0
LongCat
MiniMax-M3
MiniMax

Differences only

✓ Best published value among measured models. — Data unavailable. These metrics do not establish an overall ranking.

Model Comparator
Metrics	LongCat 2.0 LongCat	MiniMax-M3 MiniMax
Intelligence	Best: 19.1	18.9
Coding	45.3	Best: 58.6
Agentic	14	Best: 29.5
Cyber Index	—	22.4%
Speed	62.4 t/s	Best: 96.9 t/s
TTFT	2.79 s	Best: 0.89 s
Input · $ / 1M tokens	$0.75×2.5 relative to the lowest price among the compared models	Best: $0.30
Output · $ / 1M tokens	$2.95×2.5 relative to the lowest price among the compared models	Best: $1.20
Context window	1M	1M
Reasoning	Yes	Yes
Open weights	Yes	Yes
Cost / task	Best: $0.146	$1.29×8.8 relative to the lowest price among the compared models

Intelligence

LongCat 2.0: Best: 19.1
MiniMax-M3: 18.9

Coding

LongCat 2.0: 45.3
MiniMax-M3: Best: 58.6

Agentic

LongCat 2.0: 14
MiniMax-M3: Best: 29.5

Cyber Index

LongCat 2.0: —
MiniMax-M3: 22.4%

Speed

LongCat 2.0: 62.4 t/s
MiniMax-M3: Best: 96.9 t/s

TTFT

LongCat 2.0: 2.79 s
MiniMax-M3: Best: 0.89 s

Input · $ / 1M tokens

LongCat 2.0: $0.75×2.5 relative to the lowest price among the compared models
MiniMax-M3: Best: $0.30

Output · $ / 1M tokens

LongCat 2.0: $2.95×2.5 relative to the lowest price among the compared models
MiniMax-M3: Best: $1.20

Context window

LongCat 2.0: 1M
MiniMax-M3: 1M

Reasoning

LongCat 2.0: Yes
MiniMax-M3: Yes

Open weights

LongCat 2.0: Yes
MiniMax-M3: Yes

Cost / task

LongCat 2.0: Best: $0.146
MiniMax-M3: $1.29×8.8 relative to the lowest price among the compared models

Each reasoning level remains a separate configuration.

Score and cost

Each line joins the reasoning levels of a compared model; the large point marks the configuration in the table. The top-right corner holds the best score for the lowest cost. Select another point to compare that level.

LongCat 2.019.1 · $0.146
MiniMax-M318.9 · $1.29