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

Model Name:

Last updated at : 2026-02-27 15:16

Summary

Metric MiniMax: MiniMax M2.5 medium Release: Unknown release date Z.ai: GLM 5 medium Release: Unknown release date
Rank #26 #9
Score 5.64 7.29
Consistency 6.12 8.18
Cost per result 4.028 1.196
Total Cost $0.242 $0.120
Tests Correct
Wrong Tests 8 4
Attempt pass rate 64.3% 83.3%
Flaky tests 7 3
Output Tokens 121,297 15,923
Reasoning Tokens 203,513 42,557

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
MiniMax: MiniMax M2.5 9.33 7.89 88.9% 1 286 45,112
Z.ai: GLM 5 10.00 10.00 100.0% 0 420 4,992
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
MiniMax: MiniMax M2.5 5.50 5.81 83.3% 1 369 4,952
Z.ai: GLM 5 5.00 5.62 83.3% 1 567 3,734
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
MiniMax: MiniMax M2.5 1.00 4.41 22.2% 2 111,023 139,533
Z.ai: GLM 5 1.00 4.41 33.3% 2 14,404 24,570
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
MiniMax: MiniMax M2.5 7.00 6.41 66.7% 1 1,121 2,521
Z.ai: GLM 5 9.50 9.99 100.0% 0 140 2,740
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
MiniMax: MiniMax M2.5 4.33 4.79 55.6% 2 8,229 10,458
Z.ai: GLM 5 10.00 10.00 100.0% 0 159 5,527
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
MiniMax: MiniMax M2.5 10.00 10.00 100.0% 0 269 937
Z.ai: GLM 5 10.00 10.00 100.0% 0 233 994

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