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MiniMax: MiniMax M2.7 vs HY3 Preview

Last updated at: 2026-04-23

Metric MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18 HY3 Preview HY3 Preview none Release: 2026-04-22 Free Available
Score 5.3 4.7
Rank #87 #101
Consistency 5.5 9.0
Tests Correct
Attempt pass rate 51.9% 27.8%
Flaky tests 10 2
Total Runs 54 54
Cost per result 2.273 0.000
Total Cost $0.091 $0.000
Input Price $0.300 / 1M $0.000 / 1M
Output Price $1.200 / 1M $0.000 / 1M
Output Tokens 4,984 2,639
Reasoning Tokens 62,787 0
Response Time (avg) 31.08s 13.56s
Response Time (max) 117.04s 35.84s
Response Time (total) 528.37s 230.55s

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Score vs Total Cost

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Score vs Response Time (avg)

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Score vs Total Output Tokens

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 7.9 6.3 83.3% 2 40.32s 3,010 17,716
HY3 Preview 4.8 10.0 25.0% 0 11.10s 770 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 10.0 10.0 100.0% 0 91.27s 467 15,175
HY3 Preview 2.3 1.1 33.3% 1 4.56s 333 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 4.7 1.6 66.7% 1 41.03s 369 4,480
HY3 Preview 3.0 10.0 0.0% 0 35.84s 281 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 6.3 5.8 66.7% 1 21.95s 187 5,882
HY3 Preview 6.5 10.0 50.0% 0 2.85s 117 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.0 10.0 0.0% 0 19.00s 8 2,796
HY3 Preview 3.6 7.2 22.2% 1 17.61s 27 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.9 2.5 33.3% 1 38.70s 92 5,204
HY3 Preview 4.1 10.0 0.0% 0 16.07s 150 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.7 1.8 50.0% 2 12.64s 213 2,457
HY3 Preview 6.3 10.0 50.0% 0 12.98s 365 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.8 4.5 33.3% 2 25.62s 334 8,076
HY3 Preview 3.3 10.0 0.0% 0 4.76s 359 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 4.7 1.6 66.7% 1 12.05s 304 1,001
HY3 Preview 10.0 10.0 100.0% 0 33.76s 237 0

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