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OpenAI: GPT-5.4 vs Owl Alpha

Last updated at: 2026-04-30

Metric GPT-5.4 GPT-5.4 none Release: 2026-03-05 Owl Alpha Owl Alpha medium Release: 2026-04-30
Score 5.9 5.8
Rank #89 #91
Reliability N/A 10.0
Consistency 9.1 9.5
Tests Correct
Attempt pass rate 42.6% 40.7%
Flaky tests 2 1
Total Runs 54 54
Cost per result 1.477 0.000
Total Cost $0.104 $0.000
Input Price $2.500 / 1M $0.000 / 1M
Output Price $15.000 / 1M $0.000 / 1M
Output Tokens 2,317 1,596
Reasoning Tokens 0 0
Response Time (avg) 1.51s 11.04s
Response Time (max) 2.95s 58.63s
Response Time (total) 27.21s 198.65s

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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-5.4 3.2 8.0 8.3% 1 1.21s 406 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 10.0 10.0 100.0% 0 2.95s 480 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 3.0 10.0 0.0% 0 2.89s 291 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 10.0 10.0 100.0% 0 1.04s 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 5.3 7.2 44.4% 1 1.07s 50 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 4.4 9.9 0.0% 0 1.78s 184 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 6.5 10.0 50.0% 0 1.07s 81 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 5.6 9.8 33.3% 0 1.52s 357 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 10.0 10.0 100.0% 0 2.75s 246 0
Owl Alpha 10.0 10.0 100.0% 0 8.26s 228 0

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