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Cobuddy vs MiniMax: MiniMax M2.5

Last updated at: 2026-05-19

Metric Cobuddy Cobuddy medium Release: 2026-05-06 Free Available MiniMax M2.5 MiniMax M2.5 medium Release: 2026-02-12 Free Available
Score 5.8 5.5
Rank #102 #113
Reliability 9.9 6.7
Consistency 6.9 5.9
Tests Correct
Attempt pass rate 54.4% 52.6%
Flaky tests 7 10
Total Runs 57 57
Cost per result 0.000 5.443
Total Cost $0.000 $0.273
Input Price $0.000 / 1M $0.150 / 1M
Output Price $0.000 / 1M $1.150 / 1M
Output Tokens 1,648 108,324
Reasoning Tokens 96,062 224,957
Response Time (avg) 36.50s 43.39s
Response Time (max) 309.02s 237.27s
Response Time (total) 693.45s 477.26s

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
Cobuddy 8.7 7.9 91.7% 1 10.00s 98 4,666
MiniMax M2.5 7.9 6.3 83.3% 2 20.82s 286 45,344
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Cobuddy 4.3 1.1 66.7% 1 53.59s 343 9,678
MiniMax M2.5 3.0 10.0 0.0% 0 0ms 0 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Cobuddy 3.0 10.0 0.0% 0 47.38s 465 7,265
MiniMax M2.5 4.5 2.1 66.7% 1 60.39s 740 9,713
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Cobuddy 6.3 5.8 66.7% 1 17.36s 275 5,591
MiniMax M2.5 4.6 1.7 66.7% 2 7.48s 266 3,835
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Cobuddy 2.9 4.4 22.2% 2 128.15s 10 49,454
MiniMax M2.5 2.9 4.4 22.2% 2 237.27s 105,047 133,487
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Cobuddy 4.2 9.9 0.0% 0 23.23s 76 3,782
MiniMax M2.5 3.8 2.5 33.3% 1 6.63s 25 1,686
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Cobuddy 9.8 10.0 100.0% 0 11.60s 64 2,842
MiniMax M2.5 7.5 6.7 66.7% 1 4.64s 252 1,873
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Cobuddy 3.5 4.4 33.3% 2 12.91s 175 5,627
MiniMax M2.5 5.3 7.2 44.4% 1 11.54s 159 9,547
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Cobuddy 10.0 10.0 100.0% 0 11.19s 133 294
MiniMax M2.5 10.0 10.0 100.0% 0 15.35s 269 937
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Cobuddy 3.0 10.0 0.0% 0 36.98s 9 6,863
MiniMax M2.5 3.0 10.0 0.0% 0 80.79s 1,280 18,535

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