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MiniMax: MiniMax M2.5 vs Owl Alpha

Last updated at: 2026-05-21

Metric MiniMax M2.5 MiniMax M2.5 medium Release: 2026-02-12 Free Available Owl Alpha Owl Alpha medium Release: 2026-04-30
Score 5.5 6.0
Rank #115 #97
Reliability 6.7 10.0
Consistency 5.9 9.6
Tests Correct
Attempt pass rate 52.6% 43.9%
Flaky tests 10 1
Total Runs 57 57
Cost per result 5.443 0.000
Total Cost $0.273 $0.000
Input Price $0.150 / 1M $0.000 / 1M
Output Price $1.150 / 1M $0.000 / 1M
Output Tokens 108,324 1,613
Reasoning Tokens 224,957 0
Response Time (avg) 43.39s 10.58s
Response Time (max) 237.27s 58.63s
Response Time (total) 477.26s 201.03s

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 M2.5 7.9 6.3 83.3% 2 20.82s 286 45,344
Owl Alpha 4.8 10.0 25.0% 0 3.97s 87 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 3.0 10.0 0.0% 0 0ms 0 0
Owl Alpha 10.0 10.0 100.0% 0 7.35s 402 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 4.5 2.1 66.7% 1 60.39s 740 9,713
Owl Alpha 3.0 10.0 0.0% 0 10.01s 315 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 4.6 1.7 66.7% 2 7.48s 266 3,835
Owl Alpha 10.0 10.0 100.0% 0 21.64s 246 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 2.9 4.4 22.2% 2 237.27s 105,047 133,487
Owl Alpha 5.3 10.0 33.3% 0 8.58s 28 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 3.8 2.5 33.3% 1 6.63s 25 1,686
Owl Alpha 4.3 10.0 0.0% 0 58.63s 98 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 7.5 6.7 66.7% 1 4.64s 252 1,873
Owl Alpha 6.3 10.0 50.0% 0 9.59s 57 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 5.3 7.2 44.4% 1 11.54s 159 9,547
Owl Alpha 5.3 7.2 44.4% 1 3.44s 135 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 10.0 10.0 100.0% 0 15.35s 269 937
Owl Alpha 10.0 10.0 100.0% 0 8.26s 228 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 3.0 10.0 0.0% 0 80.79s 1,280 18,535
Owl Alpha 3.0 10.0 0.0% 0 2.38s 17 0

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