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OpenAI: GPT-5.4 Mini vs Owl Alpha

Last updated at: 2026-05-01

Metric GPT-5.4 Mini GPT-5.4 Mini none Release: 2026-03-17 Owl Alpha Owl Alpha medium Release: 2026-04-30
Score 5.1 5.8
Rank #117 #92
Reliability N/A 10.0
Consistency 8.6 9.5
Tests Correct
Attempt pass rate 35.2% 40.7%
Flaky tests 3 1
Total Runs 54 54
Cost per result 0.630 0.000
Total Cost $0.032 $0.000
Input Price $0.750 / 1M $0.000 / 1M
Output Price $4.500 / 1M $0.000 / 1M
Output Tokens 2,418 1,596
Reasoning Tokens 0 0
Response Time (avg) 1.17s 11.04s
Response Time (max) 2.52s 58.63s
Response Time (total) 21.01s 198.65s

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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
Owl Alpha 4.8 10.0 25.0% 0 3.97s 87 0
Coding 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 1.19s 333 0
Owl Alpha 10.0 10.0 100.0% 0 7.35s 402 0
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
Owl Alpha 3.0 10.0 0.0% 0 10.01s 315 0
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
Owl Alpha 10.0 10.0 100.0% 0 21.64s 246 0
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
Owl Alpha 5.3 10.0 33.3% 0 8.58s 28 0
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
Owl Alpha 4.3 10.0 0.0% 0 58.63s 98 0
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
Owl Alpha 6.3 10.0 50.0% 0 9.59s 57 0
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
Owl Alpha 3.4 7.2 11.1% 1 3.44s 135 0
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
Owl Alpha 10.0 10.0 100.0% 0 8.26s 228 0

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