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Compared models

Last updated at: 2026-03-17

Metric GPT-5.4 GPT-5.4 medium Release: 2026-03-05 GPT-5.4 Mini GPT-5.4 Mini medium Release: 2026-03-17 GPT-5.4 Nano GPT-5.4 Nano medium Release: 2026-03-17 GPT-5 Mini GPT-5 Mini medium Release: 2025-08-07
Rank #15 #34 #28 #38
Score 8.1 7.1 7.4 6.8
Consistency 8.6 7.2 9.0 8.5
Cost per result 6.613 3.610 0.769 1.473
Total Cost $0.794 $0.289 $0.077 $0.118
Tests Correct
Attempt pass rate 78.4% 68.6% 66.7% 58.8%
Flaky tests 3 6 2 3
Total Runs 51 51 51 51
Output Tokens 1,780 1,708 2,474 5,896
Reasoning Tokens 46,687 58,019 54,516 49,322
Response Time (avg) 18.95s 15.66s 11.08s 24.02s
Response Time (max) 100.41s 102.91s 94.06s 88.15s
Response Time (total) 322.23s 266.14s 188.39s 408.39s

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 8.3 10.0 75.0% 0 4.11s 240 1,511
GPT-5.4 Mini 8.6 7.9 91.7% 1 4.05s 296 2,876
GPT-5.4 Nano 8.3 10.0 75.0% 0 4.52s 683 2,254
GPT-5 Mini 7.1 7.6 66.7% 1 13.86s 1,715 6,378
Combined 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 20.57s 301 3,543
GPT-5.4 Mini 10.0 10.0 100.0% 0 17.81s 317 4,317
GPT-5.4 Nano 9.8 10.0 100.0% 0 24.13s 349 5,719
GPT-5 Mini 10.0 10.0 100.0% 0 88.15s 754 11,520
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 5.32s 234 804
GPT-5.4 Mini 10.0 10.0 100.0% 0 2.43s 234 650
GPT-5.4 Nano 10.0 10.0 100.0% 0 2.54s 234 516
GPT-5 Mini 10.0 10.0 100.0% 0 12.58s 453 3,200
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 74.27s 61 34,748
GPT-5.4 Mini 4.1 4.4 44.5% 2 65.31s 60 43,286
GPT-5.4 Nano 5.9 7.2 55.6% 1 38.18s 60 43,325
GPT-5 Mini 3.6 7.2 22.2% 1 44.63s 293 14,016
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-5.4 4.7 3.1 33.3% 1 4.92s 145 321
GPT-5.4 Mini 4.5 10.0 0.0% 0 3.72s 150 510
GPT-5.4 Nano 4.5 10.0 0.0% 0 4.15s 179 443
GPT-5 Mini 4.5 10.0 0.0% 0 13.50s 349 1,856
Instructions following 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 3.11s 93 897
GPT-5.4 Mini 7.4 6.5 66.7% 1 2.50s 129 1,337
GPT-5.4 Nano 9.8 10.0 100.0% 0 1.88s 95 521
GPT-5 Mini 8.0 6.6 83.3% 1 15.66s 318 4,992
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-5.4 8.2 7.2 88.9% 1 9.13s 442 3,832
GPT-5.4 Mini 6.8 7.9 55.6% 1 4.33s 271 2,449
GPT-5.4 Nano 4.0 7.1 22.2% 1 3.65s 640 1,356
GPT-5 Mini 5.6 9.8 33.3% 0 14.09s 1,527 5,760
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 13.28s 264 1,031
GPT-5.4 Mini 4.7 1.6 66.7% 1 9.62s 251 2,594
GPT-5.4 Nano 10.0 10.0 100.0% 0 7.71s 234 382
GPT-5 Mini 10.0 10.0 100.0% 0 18.64s 487 1,600

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