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MiniMax: MiniMax M2.5 vs Z.ai: GLM 5.1

Last updated at: 2026-04-07

Metric MiniMax M2.5 MiniMax M2.5 medium Release: 2026-02-12 Free Available GLM 5.1 GLM 5.1 none Release: 2026-04-07
Score 5.9 5.6
Rank #63 #67
Consistency 5.4 8.2
Tests Correct
Attempt pass rate 60.8% 39.2%
Flaky tests 10 4
Total Runs 51 51
Cost per result 4.987 1.000
Total Cost $0.250 $0.050
Input Price $0.118 / 1M $1.000 / 1M
Output Price $0.991 / 1M $3.200 / 1M
Output Tokens 107,044 3,219
Reasoning Tokens 206,422 0
Response Time (avg) 39.65s 4.01s
Response Time (max) 237.27s 32.57s
Response Time (total) 396.47s 68.23s

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
GLM 5.1 4.0 6.3 25.0% 2 2.11s 305 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 5.1 2.8 2.1 33.3% 1 32.57s 2,129 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 5.1 10.0 10.0 100.0% 0 1.08s 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 5.1 2.9 7.2 11.1% 1 1.99s 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
GLM 5.1 5.0 10.0 0.0% 0 790ms 39 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 5.1 8.3 10.0 50.0% 0 1.58s 66 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 5.1 5.7 10.0 33.3% 0 1.48s 152 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 5.1 10.0 10.0 100.0% 0 10.68s 300 0

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