Navigate
AI BENCHY
AD
Track all your projects in one dashboard. Get 📊stats, 🔥heatmaps and 👀recordings in one self-hosted dashboard.
uxwizz.com

AI BENCHY Compare

MiniMax: MiniMax M2.7 vs OpenAI: GPT-5.4

Last updated at: 2026-05-22

Metric MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18 GPT-5.4 GPT-5.4 none Release: 2026-03-05
Score 5.0 5.6
Rank #133 #112
Reliability 8.3 10.0
Consistency 5.9 9.1
Tests Correct
Attempt pass rate 46.7% 38.3%
Flaky tests 10 2
Total Runs 60 60
Cost per result 2.593 1.638
Total Cost $0.104 $0.115
Input Price $0.279 / 1M $2.500 / 1M
Output Price $1.200 / 1M $15.000 / 1M
Output Tokens 8,059 2,378
Reasoning Tokens 73,466 0
Response Time (avg) 29.96s 1.46s
Response Time (max) 117.04s 2.95s
Response Time (total) 569.33s 29.23s

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
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 M2.7 6.7 9.6 50.0% 0 54.73s 474 22,402
GPT-5.4 6.8 10.0 50.0% 0 1.99s 501 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
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 M2.7 6.3 5.8 66.7% 1 21.95s 187 5,882
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 M2.7 3.0 10.0 0.0% 0 19.00s 8 2,796
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 M2.7 3.9 2.5 33.3% 1 38.70s 92 5,204
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 M2.7 3.8 1.6 50.0% 2 12.64s 213 2,457
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 M2.7 3.5 4.4 33.3% 2 25.62s 334 8,076
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 M2.7 4.7 1.6 66.7% 1 12.05s 304 1,001
GPT-5.4 10.0 10.0 100.0% 0 2.75s 246 0
Trivia 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 22.77s 3,068 3,452
GPT-5.4 3.0 10.0 0.0% 0 990ms 40 0

Quick Compare

Switch Comparison Pair

MiniMax M2.7mediumvsNemotron 3 SupernoneFree AvailableMiniMax M2.7mediumvsQwen3 Coder NextnoneDeepSeek V4 FlashnoneFree AvailablevsMiniMax M2.7mediumMiniMax M2.7mediumvsMistral Small 4noneMiniMax M2.7mediumvsGPT-5.4 MininoneMiniMax M2.7mediumvsElephant AlphanoneMiniMax M2.7mediumvsgpt-oss-120bnoneFree AvailableMiniMax M2.5mediumFree AvailablevsGPT-5.4noneCobuddymediumFree AvailablevsGPT-5.4noneMistral Small 4mediumvsGPT-5.4noneMiniMax M2.7mediumvsQwen3.6 35B A3BnoneMiniMax M2.7mediumvsGPT-4o-mininone