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MiniMax: MiniMax M2.5 vs Elephant Alpha

Last updated at: 2026-05-22

Metric MiniMax M2.5 MiniMax M2.5 medium Release: 2026-02-12 Free Available Elephant Alpha Elephant Alpha medium Release: 2026-04-14
Score 5.4 5.4
Rank #119 #122
Reliability 8.3 N/A
Consistency 6.1 9.6
Tests Correct
Attempt pass rate 50.0% 33.3%
Flaky tests 10 1
Total Runs 60 60
Cost per result 6.086 0.000
Total Cost $0.305 $0.000
Input Price $0.150 / 1M $0.000 / 1M
Output Price $1.150 / 1M $0.000 / 1M
Output Tokens 108,678 2,596
Reasoning Tokens 251,994 0
Response Time (avg) 50.25s 1.27s
Response Time (max) 237.27s 3.70s
Response Time (total) 603.06s 22.82s

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 1.19s 815 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 4.0 6.7 16.7% 1 1.30s 365 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 3.70s 562 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 979ms 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 925ms 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 4.3 10.0 0.0% 0 920ms 105 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 7.5 6.7 66.7% 1 4.64s 252 1,873
Elephant Alpha 9.8 10.0 100.0% 0 987ms 82 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
Elephant Alpha 5.3 10.0 33.3% 0 867ms 166 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 2.83s 231 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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