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Compared models

Last updated at: 2026-04-24

Metric GPT-5.5 GPT-5.5 medium Release: 2026-04-24 GPT-5.4 GPT-5.4 medium Release: 2026-03-05 Gemini 3.1 Pro Preview Gemini 3.1 Pro Preview medium Release: 2026-02-19 Claude Opus 4.7 Claude Opus 4.7 medium Release: 2026-04-16
Score 9.0 8.2 9.6 9.2
Rank #5 #18 #2 #3
Reliability N/A N/A N/A N/A
Consistency 9.2 8.7 10.0 10.0
Tests Correct
Attempt pass rate 87.0% 79.6% 94.4% 88.9%
Flaky tests 2 3 0 0
Total Runs 54 54 54 54
Cost per result 19.226 6.399 3.400 2.790
Total Cost $2.884 $0.832 $0.578 $0.447
Input Price $5.000 / 1M $2.500 / 1M $2.000 / 1M $5.000 / 1M
Output Price $30.000 / 1M $15.000 / 1M $12.000 / 1M $25.000 / 1M
Output Tokens 1,920 2,169 1,932 5,375
Reasoning Tokens 89,632 48,732 40,542 1,341
Response Time (avg) 32.75s 18.63s 15.96s 3.53s
Response Time (max) 332.10s 100.41s 40.61s 21.45s
Response Time (total) 589.59s 335.26s 175.52s 60.03s

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-5.5 10.0 10.0 100.0% 0 4.66s 250 1,335
GPT-5.4 8.3 10.0 75.0% 0 4.11s 240 1,511
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 7.90s 112 3,218
Claude Opus 4.7 8.3 10.0 75.0% 0 1.85s 348 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-5.5 10.0 10.0 100.0% 0 9.09s 318 1,391
GPT-5.4 10.0 10.0 100.0% 0 13.03s 389 2,045
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 19.88s 405 4,201
Claude Opus 4.7 10.0 10.0 100.0% 0 6.41s 1,141 257
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-5.5 10.0 10.0 100.0% 0 19.29s 312 2,841
GPT-5.4 10.0 10.0 100.0% 0 20.57s 301 3,543
Gemini 3.1 Pro Preview 9.5 10.0 100.0% 0 40.61s 432 9,281
Claude Opus 4.7 10.0 10.0 100.0% 0 21.45s 2,369 1,084
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-5.5 10.0 10.0 100.0% 0 4.18s 234 593
GPT-5.4 10.0 10.0 100.0% 0 5.32s 234 804
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 7.72s 279 3,904
Claude Opus 4.7 10.0 10.0 100.0% 0 2.37s 324 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-5.5 5.3 7.2 44.4% 1 164.14s 67 79,625
GPT-5.4 5.3 7.2 44.4% 1 74.27s 61 34,748
Gemini 3.1 Pro Preview 7.7 10.0 66.7% 0 32.73s 18 12,424
Claude Opus 4.7 7.7 10.0 66.7% 0 1.17s 51 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-5.5 10.0 10.0 100.0% 0 4.16s 138 223
GPT-5.4 4.7 3.1 33.3% 1 4.92s 145 321
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 11.77s 108 1,179
Claude Opus 4.7 10.0 10.0 100.0% 0 2.87s 256 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-5.5 10.0 10.0 100.0% 0 3.36s 93 538
GPT-5.4 10.0 10.0 100.0% 0 3.11s 93 897
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 9.56s 72 2,236
Claude Opus 4.7 10.0 10.0 100.0% 0 1.57s 114 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-5.5 8.6 7.9 77.8% 1 6.78s 250 2,254
GPT-5.4 8.2 7.2 88.9% 1 9.13s 442 3,832
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 7.15s 232 3,117
Claude Opus 4.7 10.0 10.0 100.0% 0 2.51s 399 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
GPT-5.5 10.0 10.0 100.0% 0 10.57s 258 832
GPT-5.4 10.0 10.0 100.0% 0 13.28s 264 1,031
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 23.15s 274 982
Claude Opus 4.7 10.0 10.0 100.0% 0 4.17s 373 0

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