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Google: Gemini 2.5 Flash vs MiniMax: MiniMax M2.7

Last updated at: 2026-04-16

Metric Gemini 2.5 Flash Gemini 2.5 Flash none Release: 2025-06-17 MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18
Score 6.2 5.3
Rank #61 #78
Consistency 9.2 5.5
Tests Correct
Attempt pass rate 44.4% 51.9%
Flaky tests 2 10
Total Runs 54 54
Cost per result 0.184 2.273
Total Cost $0.013 $0.091
Input Price $0.300 / 1M $0.300 / 1M
Output Price $2.500 / 1M $1.200 / 1M
Output Tokens 1,726 4,984
Reasoning Tokens 0 62,787
Response Time (avg) 903ms 31.08s
Response Time (max) 4.39s 117.04s
Response Time (total) 16.26s 528.37s

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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
Gemini 2.5 Flash 3.0 10.0 0.0% 0 582ms 102 0
MiniMax M2.7 7.9 6.3 83.3% 2 40.32s 3,010 17,716
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 2.5 Flash 10.0 10.0 100.0% 0 1.16s 453 0
MiniMax M2.7 10.0 10.0 100.0% 0 91.27s 467 15,175
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 2.5 Flash 3.0 10.0 0.0% 0 4.39s 366 0
MiniMax M2.7 4.7 1.6 66.7% 1 41.03s 369 4,480
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 2.5 Flash 10.0 10.0 100.0% 0 652ms 279 0
MiniMax M2.7 6.3 5.8 66.7% 1 21.95s 187 5,882
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 2.5 Flash 5.9 7.2 55.6% 1 495ms 12 0
MiniMax M2.7 3.0 10.0 0.0% 0 19.00s 8 2,796
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 2.5 Flash 5.0 10.0 0.0% 0 615ms 78 0
MiniMax M2.7 3.9 2.5 33.3% 1 38.70s 92 5,204
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 2.5 Flash 8.0 6.8 66.7% 1 672ms 70 0
MiniMax M2.7 3.7 1.8 50.0% 2 12.64s 213 2,457
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 2.5 Flash 5.7 10.0 33.3% 0 576ms 132 0
MiniMax M2.7 3.8 4.5 33.3% 2 25.62s 334 8,076
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Gemini 2.5 Flash 10.0 10.0 100.0% 0 1.91s 234 0
MiniMax M2.7 4.7 1.6 66.7% 1 12.05s 304 1,001

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