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MiniMax: MiniMax M2.7 vs Owl Alpha

Last updated at: 2026-04-30

Metric MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18 Owl Alpha Owl Alpha none Release: 2026-04-30
Score 5.3 6.0
Rank #109 #87
Reliability N/A 10.0
Consistency 5.5 9.1
Tests Correct
Attempt pass rate 51.9% 46.3%
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 1,671
Reasoning Tokens 62,787 0
Response Time (avg) 31.08s 7.07s
Response Time (max) 117.04s 32.27s
Response Time (total) 528.37s 127.23s

Top Models by Score

Score vs Total Cost

Response Time (avg)

Score vs Response Time (avg)

Total Output Tokens

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
Owl Alpha 3.4 7.9 16.7% 1 2.78s 57 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
Owl Alpha 10.0 10.0 100.0% 0 32.27s 450 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
Owl Alpha 3.0 10.0 0.0% 0 21.74s 315 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
Owl Alpha 10.0 10.0 100.0% 0 3.60s 246 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
Owl Alpha 5.3 10.0 33.3% 0 3.00s 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
Owl Alpha 4.3 10.0 0.0% 0 4.61s 80 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.8 1.6 50.0% 2 12.64s 213 2,457
Owl Alpha 6.4 10.0 50.0% 0 2.63s 63 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
Owl Alpha 5.9 7.2 55.6% 1 4.43s 202 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
Owl Alpha 10.0 10.0 100.0% 0 22.78s 231 0

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