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MiniMax: MiniMax M2.5 vs Elephant Alpha

Last updated at: 2026-05-29

Metric MiniMax M2.5 MiniMax M2.5 medium Release: 2026-02-12 Free Available Elephant Alpha Elephant Alpha none Release: 2026-04-14
Score 5.5 5.2
Rank #123 #136
Reliability 10.0 N/A
Consistency 6.4 9.6
Tests Correct
Attempt pass rate 48.3% 29.8%
Flaky tests 9 1
Total Runs 60 60
Cost per result 6.075 0.000
Total Cost $0.304 $0.000
Input Price $0.150 / 1M $0.000 / 1M
Output Price $1.150 / 1M $0.000 / 1M
Output Tokens 109,492 2,573
Reasoning Tokens 251,674 0
Response Time (avg) 49.87s 1.22s
Response Time (max) 237.27s 3.81s
Response Time (total) 598.39s 22.03s

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
Elephant Alpha 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 M2.5 3.5 9.8 0.0% 0 125.80s 354 27,037
Elephant Alpha 4.7 6.7 33.3% 1 1.39s 375 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
Elephant Alpha 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 M2.5 4.6 1.7 66.7% 2 7.48s 266 3,835
Elephant Alpha 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 M2.5 2.9 4.4 22.2% 2 237.27s 105,047 133,487
Elephant Alpha 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 M2.5 3.8 2.5 33.3% 1 6.63s 25 1,686
Elephant Alpha 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 M2.5 7.5 10.0 50.0% 0 621ms 156 1,495
Elephant Alpha 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 M2.5 5.3 7.2 44.4% 1 11.21s 1,069 9,605
Elephant Alpha 4.2 10.0 0.0% 0 807ms 170 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
Elephant Alpha 3.0 10.0 0.0% 0 2.79s 230 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
Elephant Alpha 0.0 0.0 0.0% 0 0ms 0 0

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