Navigate
AI BENCHY
Your ad here

AI BENCHY Compare

OpenAI: GPT-5.4 Nano vs Owl Alpha

Last updated at: 2026-05-01

Metric GPT-5.4 Nano GPT-5.4 Nano none Release: 2026-03-17 Owl Alpha Owl Alpha medium Release: 2026-04-30
Score 4.6 5.8
Rank #127 #92
Reliability N/A 10.0
Consistency 7.4 9.5
Tests Correct
Attempt pass rate 33.3% 40.7%
Flaky tests 6 1
Total Runs 54 54
Cost per result 0.299 0.000
Total Cost $0.009 $0.000
Input Price $0.200 / 1M $0.000 / 1M
Output Price $1.250 / 1M $0.000 / 1M
Output Tokens 2,762 1,596
Reasoning Tokens 0 0
Response Time (avg) 1.40s 11.04s
Response Time (max) 3.84s 58.63s
Response Time (total) 25.14s 198.65s

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 Nano 3.5 8.0 16.7% 1 1.18s 800 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 Nano 7.1 3.7 66.7% 1 1.43s 577 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 Nano 3.0 10.0 0.0% 0 3.84s 280 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 Nano 6.5 10.0 50.0% 0 1.11s 219 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 Nano 2.9 4.4 22.2% 2 926ms 52 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 Nano 3.8 2.5 33.3% 1 1.31s 180 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 Nano 6.3 10.0 50.0% 0 787ms 84 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 Nano 3.7 7.3 22.2% 1 1.29s 348 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 Nano 10.0 10.0 100.0% 0 3.40s 222 0
Owl Alpha 10.0 10.0 100.0% 0 8.26s 228 0

Quick Compare

Switch Comparison Pair