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MiniMax: MiniMax M2.5 vs Laguna M.1

Last updated at: 2026-04-29

Metric MiniMax M2.5 MiniMax M2.5 medium Release: 2026-02-12 Free Available Laguna M.1 Laguna M.1 none Release: 2026-04-28 Free Available
Score 5.7 5.1
Rank #94 #117
Reliability N/A 9.9
Consistency 5.6 8.7
Tests Correct
Attempt pass rate 57.4% 33.3%
Flaky tests 10 3
Total Runs 54 54
Cost per result 4.987 0.000
Total Cost $0.250 $0.000
Input Price $0.150 / 1M $0.000 / 1M
Output Price $1.150 / 1M $0.000 / 1M
Output Tokens 107,044 2,870
Reasoning Tokens 206,422 0
Response Time (avg) 39.65s 2.79s
Response Time (max) 237.27s 15.42s
Response Time (total) 396.47s 50.24s

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
Laguna M.1 3.4 7.9 16.7% 1 1.23s 485 0
Coding 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 0ms 0 0
Laguna M.1 7.5 3.8 66.7% 1 2.93s 543 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
Laguna M.1 3.0 10.0 0.0% 0 4.32s 622 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
Laguna M.1 10.0 10.0 100.0% 0 3.37s 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
Laguna M.1 3.6 7.2 22.2% 1 5.50s 33 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
Laguna M.1 4.0 10.0 0.0% 0 3.08s 212 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
MiniMax M2.5 8.1 6.8 83.3% 1 4.64s 252 1,873
Laguna M.1 6.3 10.0 50.0% 0 683ms 80 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
Laguna M.1 3.2 10.0 0.0% 0 951ms 340 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
Laguna M.1 10.0 10.0 100.0% 0 7.54s 309 0

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