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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 medium Release: Unknown release date
Rank #28 #31
Score 4.86 4.14
Consistency 9.98 6.42
Cost per result 0.056 0.227
Total Cost $0.003 $0.012
Tests Correct
Wrong Tests 9 9
Attempt pass rate 35.7% 52.4%
Flaky tests 0 6
Output Tokens 949 8,003
Reasoning Tokens 0 22,680

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 4.00 4.48 55.6% 2 1,085 5,597
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 10.00 10.00 100.0% 0 1,073 4,920
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 1.00 4.41 33.3% 2 4,499 4,743
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 5.00 5.81 66.7% 1 380 2,141
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 1.00 7.20 11.1% 1 742 4,265
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 10.00 10.00 100.0% 0 224 1,014

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