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MiniMax: MiniMax M2.7 vs Elephant

Last updated at: 2026-04-14

Metric MiniMax M2.7 MiniMax M2.7 medium Release: 2026-03-18 Elephant Elephant none Release: 2026-04-14
Score 5.3 5.2
Rank #76 #81
Consistency 5.5 9.6
Tests Correct
Attempt pass rate 51.9% 31.5%
Flaky tests 10 1
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 2,573
Reasoning Tokens 62,787 0
Response Time (avg) 31.08s 1.23s
Response Time (max) 117.04s 3.81s
Response Time (total) 528.37s 22.16s

Top Models by Score

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 M2.7 7.9 6.3 83.3% 2 40.32s 3,010 17,716
Elephant 6.6 10.0 50.0% 0 963ms 610 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
Elephant 6.4 3.3 66.7% 1 1.39s 375 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
Elephant 3.0 10.0 0.0% 0 3.81s 731 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
Elephant 6.5 10.0 50.0% 0 1.04s 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
Elephant 3.0 10.0 0.0% 0 927ms 24 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
Elephant 4.0 10.0 0.0% 0 854ms 106 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.7 3.7 1.8 50.0% 2 12.64s 213 2,457
Elephant 9.8 10.0 100.0% 0 1.03s 81 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
Elephant 3.3 10.0 0.0% 0 849ms 170 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
Elephant 3.0 10.0 0.0% 0 2.79s 230 0

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