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OpenAI: GPT-4o-mini vs OpenAI: GPT-5.4 Mini

Last updated at: 2026-03-17

Metric GPT-4o-mini GPT-4o-mini none Release: 2024-07-18 GPT-5.4 Mini GPT-5.4 Mini none Release: 2026-03-17
Rank #63 #66
Score 5.0 4.8
Consistency 10.0 8.6
Cost per result 0.115 0.737
Total Cost $0.005 $0.030
Tests Correct
Attempt pass rate 23.5% 31.4%
Flaky tests 0 3
Total Runs 51 51
Output Tokens 1,600 2,085
Reasoning Tokens 0 0
Response Time (avg) 1.94s 1.17s
Response Time (max) 7.58s 2.52s
Response Time (total) 19.44s 19.82s

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Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-4o-mini 4.8 10.0 25.0% 0 1.34s 186 0
GPT-5.4 Mini 3.1 8.1 8.3% 1 929ms 654 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-4o-mini 3.0 10.0 0.0% 0 7.58s 568 0
GPT-5.4 Mini 3.0 10.0 0.0% 0 2.52s 298 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-4o-mini 10.0 10.0 100.0% 0 1.27s 183 0
GPT-5.4 Mini 10.0 10.0 100.0% 0 1.30s 222 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-4o-mini 3.0 10.0 0.0% 0 637ms 15 0
GPT-5.4 Mini 3.5 4.4 33.3% 2 937ms 88 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-4o-mini 4.0 10.0 0.0% 0 909ms 66 0
GPT-5.4 Mini 4.8 10.0 0.0% 0 1.82s 174 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-4o-mini 4.8 10.0 0.0% 0 1.27s 69 0
GPT-5.4 Mini 6.3 10.0 50.0% 0 728ms 101 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-4o-mini 3.7 10.0 0.0% 0 1.30s 308 0
GPT-5.4 Mini 5.4 10.0 33.3% 0 860ms 293 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-4o-mini 10.0 10.0 100.0% 0 2.51s 205 0
GPT-5.4 Mini 3.0 10.0 0.0% 0 2.32s 255 0

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