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OpenAI: GPT-5.4 Mini vs Z.ai: GLM 4.7 Flash

Last updated at: 2026-03-17

Metric GPT-5.4 Mini GPT-5.4 Mini none Release: 2026-03-17 GLM 4.7 Flash GLM 4.7 Flash medium Release: 2026-01-19
Rank #66 #69
Score 4.8 4.7
Consistency 8.6 6.6
Cost per result 0.737 1.046
Total Cost $0.030 $0.042
Tests Correct
Attempt pass rate 31.4% 39.2%
Flaky tests 3 7
Total Runs 51 51
Output Tokens 2,085 38,719
Reasoning Tokens 0 65,465
Response Time (avg) 1.17s 33.44s
Response Time (max) 2.52s 174.55s
Response Time (total) 19.82s 334.39s

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
GPT-5.4 Mini 3.1 8.1 8.3% 1 929ms 654 0
GLM 4.7 Flash 4.7 5.9 41.7% 2 14.95s 1,122 6,110
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-5.4 Mini 3.0 10.0 0.0% 0 2.52s 298 0
GLM 4.7 Flash 2.8 2.1 33.3% 1 65.57s 2,585 20,648
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-5.4 Mini 10.0 10.0 100.0% 0 1.30s 222 0
GLM 4.7 Flash 6.3 10.0 50.0% 0 1.51s 584 2,755
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-5.4 Mini 3.5 4.4 33.3% 2 937ms 88 0
GLM 4.7 Flash 3.5 4.4 33.3% 2 174.55s 33,000 25,394
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-5.4 Mini 4.8 10.0 0.0% 0 1.82s 174 0
GLM 4.7 Flash 3.6 9.7 0.0% 0 18.14s 18 2,138
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-5.4 Mini 6.3 10.0 50.0% 0 728ms 101 0
GLM 4.7 Flash 6.2 5.8 66.7% 1 2.97s 388 2,181
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-5.4 Mini 5.4 10.0 33.3% 0 860ms 293 0
GLM 4.7 Flash 2.9 7.2 11.1% 1 12.90s 798 5,225
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-5.4 Mini 3.0 10.0 0.0% 0 2.32s 255 0
GLM 4.7 Flash 10.0 10.0 100.0% 0 15.95s 224 1,014

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