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Reasoning · 1 checks · max 800 tokens · benched 2026-09-16

MiniMax M3 vs MiniMax M2.7 vs MiniMax M2.5 on when does the faster train catch up?

Minimax models side by side on "When does the faster train catch up?": MiniMax M3 scores 10/10; MiniMax M3 is the cheapest answer scoring 8+ at $0.38 per 1,000 runs. Outputs, checks, judge reasons, latency and cost.

The prompt every model received

System

Think carefully, then give only the final answer in the requested format.

User

Train A leaves a station at 09:10 travelling at a constant 80 km/h. Train B leaves the same station on the same track at 09:40 travelling at a constant 120 km/h in the same direction. How many minutes after 09:10 does train B catch up with train A? Reply with only the whole number of minutes.

Rubric for the judge: The single correct answer 90, with no working shown in the final output.

Side by side

Every cell is one OpenRouter call at temperature 0 with the prompt's token cap and reasoning effort "low" where the model supports it. Cost is usage × the catalogue rate in models.json. Quality is one judge call to anthropic/claude-haiku-4.5 against the prompt's rubric, cached per prompt version.

MiniMax M3

minimax/minimax-m3

10/10
top judge scorecheapest scoring 8+
Latency
273ms
Cost
$0.00038
Per 1,000
$0.38

254 in · 249 out (167 reasoning) · 1 words · checks 1/1

  • exact
90

Judge: The output is exactly '90' with no extraneous commentary, matching the rubric requirement perfectly.

MiniMax M2.7

minimax/minimax-m2.7

10/10
Latency
1.5s
Cost
$0.00041
Per 1,000
$0.41

101 in · 313 out (311 reasoning) · 1 words · checks 1/1

  • exact
90

Judge: The output is exactly '90' with no extraneous commentary, matching the rubric requirement perfectly.

MiniMax M2.5

minimax/minimax-m2.5

10/10
Latency
1.4s
Cost
$0.00052
Per 1,000
$0.52

103 in · 451 out (447 reasoning) · 1 words · checks 1/1

  • exact
90

Judge: The output is exactly '90' with no extraneous commentary, matching the rubric requirement perfectly.

Frequently asked

What does this prompt test?

Reasoning: The single correct answer 90, with no working shown in the final output. The deterministic checks are exact.

Which model should I pick for this task?

If the judge's bar of 8/10 is good enough for you, MiniMax M3 at $0.38 per 1,000 runs. If you need the top score, MiniMax M3 at $0.38 per 1,000 runs.

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