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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 stacked discounts and tax

Minimax models side by side on "Stacked discounts and tax": MiniMax M2.5 scores 10/10; MiniMax M2.5 is the cheapest answer scoring 8+ at $0.25 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

An item costs $250.00. A 20% discount is applied, then a $15.00 coupon is subtracted, and finally 8% sales tax is added to the resulting amount. What is the final price? Reply with only the amount in dollars to two decimal places, for example 12.34, with no currency symbol.

Rubric for the judge: The single correct answer 199.80 (250 x 0.8 = 200; 200 - 15 = 185; 185 x 1.08).

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
Latency
587ms
Cost
$0.00028
Per 1,000
$0.28

202 in · 205 out (200 reasoning) · 1 words · checks 1/1

  • exact
199.80

Judge: The output matches the correct answer of 199.80 in the exact format requested (two decimal places, no currency symbol).

MiniMax M2.7

minimax/minimax-m2.7

10/10
Latency
1.4s
Cost
$0.00026
Per 1,000
$0.26

98 in · 193 out (189 reasoning) · 1 words · checks 1/1

  • exact
199.80

Judge: The output matches the correct answer of 199.80 in the exact format requested (two decimal places, no currency symbol).

MiniMax M2.5

minimax/minimax-m2.5

10/10
top judge scorecheapest scoring 8+
Latency
167ms
Cost
$0.00025
Per 1,000
$0.25

100 in · 210 out (150 reasoning) · 1 words · checks 1/1

  • exact
199.80

Judge: The output matches the correct answer of 199.80 in the exact format requested (two decimal places, no currency symbol).

Frequently asked

What does this prompt test?

Reasoning: The single correct answer 199.80 (250 x 0.8 = 200; 200 - 15 = 185; 185 x 1.08). 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 M2.5 at $0.25 per 1,000 runs. If you need the top score, MiniMax M2.5 at $0.25 per 1,000 runs.

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