Model Comparator

Compare up to four models using the same criteria.

MiniMax-M3.1-Flash
MiniMax
Claude Opus 4.8 (batch)
Anthropic

Differences only

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

Model Comparator
Metrics	MiniMax-M3.1-Flash MiniMax	Claude Opus 4.8 (batch) Anthropic
Intelligence	Best: 42.4	41.8
Coding	—	74.3
Agentic	—	41.9
Speed	120 t/s	—
TTFT	1.05 s	—
Input · $ / 1M tokens	Best: $0.15	$2.50×16.7 relative to the lowest price among the compared models
Output · $ / 1M tokens	Best: $0.60	$12.50×20.8 relative to the lowest price among the compared models
Context window	1M	1M
Reasoning	Yes	Yes
Open weights	No	—
Cost / task	$0.22	—

Intelligence

MiniMax-M3.1-Flash: Best: 42.4
Claude Opus 4.8 (batch): 41.8

Coding

MiniMax-M3.1-Flash: —
Claude Opus 4.8 (batch): 74.3

Agentic

MiniMax-M3.1-Flash: —
Claude Opus 4.8 (batch): 41.9

Speed

MiniMax-M3.1-Flash: 120 t/s
Claude Opus 4.8 (batch): —

TTFT

MiniMax-M3.1-Flash: 1.05 s
Claude Opus 4.8 (batch): —

Input · $ / 1M tokens

MiniMax-M3.1-Flash: Best: $0.15
Claude Opus 4.8 (batch): $2.50×16.7 relative to the lowest price among the compared models

Output · $ / 1M tokens

MiniMax-M3.1-Flash: Best: $0.60
Claude Opus 4.8 (batch): $12.50×20.8 relative to the lowest price among the compared models

Context window

MiniMax-M3.1-Flash: 1M
Claude Opus 4.8 (batch): 1M

Reasoning

MiniMax-M3.1-Flash: Yes
Claude Opus 4.8 (batch): Yes

Open weights

MiniMax-M3.1-Flash: No
Claude Opus 4.8 (batch): —

Cost / task

MiniMax-M3.1-Flash: $0.22
Claude Opus 4.8 (batch): —

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.

MiniMax-M3.1-Flash42.4 · $0.262
Claude Opus 4.8 (batch)41.8 · $5