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MiniMax: MiniMax M2.5 vs Z.ai: GLM 5 Turbo

Last updated at: 2026-03-15

Metric MiniMax M2.5 MiniMax M2.5 medium Release: 2026-02-12 Free Available GLM 5 Turbo GLM 5 Turbo none Release: 2026-03-15
Rank #49 #53
Score 6.0 5.7
Consistency 5.6 9.5
Cost per result 4.981 0.467
Total Cost $0.250 $0.028
Tests Correct
Attempt pass rate 60.4% 39.6%
Flaky tests 9 1
Total Runs 48 48
Output Tokens 107,044 1,264
Reasoning Tokens 206,190 0
Response Time (avg) 43.03s 2.92s
Response Time (max) 237.27s 8.21s
Response Time (total) 387.25s 46.72s

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 9.0 7.9 88.9% 1 32.42s 286 45,112
GLM 5 Turbo 3.0 10.0 0.0% 0 3.01s 376 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
GLM 5 Turbo 3.0 10.0 0.0% 0 4.89s 144 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
GLM 5 Turbo 10.0 10.0 100.0% 0 2.47s 204 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
GLM 5 Turbo 5.3 10.0 33.3% 0 1.97s 25 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
GLM 5 Turbo 4.2 9.9 0.0% 0 2.18s 48 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
GLM 5 Turbo 6.5 10.0 50.0% 0 2.13s 65 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
GLM 5 Turbo 5.5 7.4 44.4% 1 2.43s 180 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
GLM 5 Turbo 10.0 10.0 100.0% 0 8.21s 222 0

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