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OpenAI: GPT-4o-mini vs Z.ai: GLM 4.7 Flash

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

Summary

Metric OpenAI: GPT-4o-mini none Release: Unknown release date Z.ai: GLM 4.7 Flash none Release: Unknown release date
Rank #28 #34
Score 4.86 3.63
Consistency 9.98 7.73
Cost per result 0.056 0.047
Total Cost $0.003 $0.002
Tests Correct
Wrong Tests 9 11
Attempt pass rate 35.7% 38.1%
Flaky tests 0 4
Output Tokens 949 1,016
Reasoning Tokens 0 0

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
OpenAI: GPT-4o-mini 4.00 10.00 33.3% 0 180 0
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
OpenAI: GPT-4o-mini 10.00 10.00 100.0% 0 183 0
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
OpenAI: GPT-4o-mini 1.00 10.00 0.0% 0 15 0
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
OpenAI: GPT-4o-mini 5.50 10.00 50.0% 0 71 0
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
OpenAI: GPT-4o-mini 4.00 9.92 0.0% 0 295 0
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
OpenAI: GPT-4o-mini 10.00 10.00 100.0% 0 205 0
Z.ai: GLM 4.7 Flash 1.00 1.62 33.3% 1 212 0

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