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MiniMax: MiniMax M2.5 vs Z.ai: GLM 4.7 Flash

Model Name:

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

Summary

Metric MiniMax: MiniMax M2.5 medium Release: Unknown release date Z.ai: GLM 4.7 Flash none Release: Unknown release date
Rank #26 #34
Score 5.64 3.63
Consistency 6.12 7.73
Cost per result 4.028 0.047
Total Cost $0.242 $0.002
Tests Correct
Wrong Tests 8 11
Attempt pass rate 64.3% 38.1%
Flaky tests 7 4
Output Tokens 121,297 1,016
Reasoning Tokens 203,513 0

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 4.7 Flash 1.00 7.21 22.2% 1 430 0
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 4.7 Flash 5.38 5.81 83.3% 1 196 0
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 4.7 Flash 7.00 10.00 66.7% 0 19 0
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 4.7 Flash 4.00 6.84 33.3% 1 53 0
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 4.7 Flash 2.33 9.91 0.0% 0 106 0
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 4.7 Flash 1.00 1.62 33.3% 1 212 0

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