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MiniMax: MiniMax M2.5 vs OpenAI: GPT-5.4

Last updated at: 2026-04-16

Metric MiniMax M2.5 MiniMax M2.5 medium Release: 2026-02-12 Free Available GPT-5.4 GPT-5.4 none Release: 2026-03-05
Score 5.7 5.9
Rank #69 #65
Consistency 5.6 9.1
Tests Correct
Attempt pass rate 57.4% 42.6%
Flaky tests 10 2
Total Runs 54 54
Cost per result 4.987 1.477
Total Cost $0.250 $0.104
Input Price $0.118 / 1M $2.500 / 1M
Output Price $0.991 / 1M $15.000 / 1M
Output Tokens 107,044 2,317
Reasoning Tokens 206,422 0
Response Time (avg) 39.65s 1.51s
Response Time (max) 237.27s 2.95s
Response Time (total) 396.47s 27.21s

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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 M2.5 7.9 6.3 83.3% 2 20.82s 286 45,344
GPT-5.4 3.2 8.0 8.3% 1 1.21s 406 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
GPT-5.4 10.0 10.0 100.0% 0 2.95s 480 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
GPT-5.4 3.0 10.0 0.0% 0 2.89s 291 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
GPT-5.4 10.0 10.0 100.0% 0 1.04s 222 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
GPT-5.4 5.3 7.2 44.4% 1 1.07s 50 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
GPT-5.4 4.4 9.9 0.0% 0 1.78s 184 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 8.1 6.8 83.3% 1 4.64s 252 1,873
GPT-5.4 6.5 10.0 50.0% 0 1.07s 81 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
GPT-5.4 5.6 9.8 33.3% 0 1.52s 357 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
GPT-5.4 10.0 10.0 100.0% 0 2.75s 246 0

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