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AI BENCHY Compare

Compared models

Last updated at: 2026-03-12

Metric Claude Opus 4.6 Claude Opus 4.6 medium Release: 2026-02-05 Claude Sonnet 4.6 Claude Sonnet 4.6 medium Release: 2026-02-17 GPT-5.3-Codex GPT-5.3-Codex medium Release: 2026-02-05 Gemini 3.1 Pro Preview Gemini 3.1 Pro Preview medium Release: 2026-02-19
Rank #28 #12 #4 #2
Avg Score 6.6 7.7 8.4 9.4
Consistency 9.0 9.5 9.1 10.0
Cost per result 13.118 8.525 4.485 3.417
Total Cost $1.312 $1.023 $0.539 $0.513
Tests Correct
Attempt pass rate 66.7% 77.1% 83.3% 93.8%
Flaky tests 2 1 2 0
Total Runs 48 48 48 48
Output Tokens 26,254 35,159 1,764 1,521
Reasoning Tokens 17,363 24,687 33,348 35,656
Response Time (avg) 22.86s 11.23s 16.59s 16.60s
Response Time (max) 83.40s 46.35s 100.93s 40.61s
Response Time (total) 205.71s 89.84s 265.39s 149.36s

Top Models by Score

Score vs Total Cost

Response Time (avg)

Avg Score vs Response Time (avg)

Total Output Tokens

Avg 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
Claude Opus 4.6 4.0 4.4 55.6% 2 11.88s 897 1,000
Claude Sonnet 4.6 7.0 10.0 66.7% 0 4.95s 1,031 1,093
GPT-5.3-Codex 10.0 10.0 100.0% 0 4.69s 216 1,421
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 9.52s 106 2,533
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Opus 4.6 10.0 10.0 100.0% 0 76.66s 8,178 5,194
Claude Sonnet 4.6 10.0 10.0 100.0% 0 46.35s 5,871 3,962
GPT-5.3-Codex 10.0 10.0 100.0% 0 19.56s 364 2,731
Gemini 3.1 Pro Preview 9.0 10.0 100.0% 0 40.61s 432 9,281
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Opus 4.6 9.9 10.0 100.0% 0 7.37s 691 757
Claude Sonnet 4.6 9.9 10.0 100.0% 0 13.90s 649 742
GPT-5.3-Codex 9.9 10.0 100.0% 0 3.07s 234 728
Gemini 3.1 Pro Preview 9.9 10.0 100.0% 0 7.72s 279 3,904
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Opus 4.6 10.0 10.0 0.0% 0 83.40s 14,642 8,687
Claude Sonnet 4.6 10.0 7.2 11.1% 1 0ms 25,790 16,919
GPT-5.3-Codex 4.0 7.2 55.6% 1 64.31s 64 25,308
Gemini 3.1 Pro Preview 7.0 10.0 66.7% 0 32.73s 18 12,424
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Opus 4.6 10.0 10.0 100.0% 0 5.04s 188 292
Claude Sonnet 4.6 10.0 10.0 100.0% 0 4.94s 256 433
GPT-5.3-Codex 4.0 10.0 0.0% 0 4.87s 187 331
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 11.77s 108 1,179
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Opus 4.6 10.0 10.0 100.0% 0 2.43s 266 467
Claude Sonnet 4.6 10.0 10.0 100.0% 0 2.61s 318 552
GPT-5.3-Codex 10.0 10.0 100.0% 0 3.04s 93 693
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 9.56s 72 2,236
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Opus 4.6 7.0 10.0 66.7% 0 4.60s 531 637
Claude Sonnet 4.6 10.0 10.0 100.0% 0 4.80s 589 635
GPT-5.3-Codex 9.3 7.9 88.9% 1 5.12s 352 1,644
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 7.15s 232 3,117
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Claude Opus 4.6 10.0 10.0 100.0% 0 9.73s 861 329
Claude Sonnet 4.6 10.0 10.0 100.0% 0 7.48s 655 351
GPT-5.3-Codex 10.0 10.0 100.0% 0 6.37s 254 492
Gemini 3.1 Pro Preview 10.0 10.0 100.0% 0 23.15s 274 982

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