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AI BENCHY Compare

Compared models

Last updated at: 2026-05-22

Metric Qwen3.5 Plus 2026-02-15 Qwen3.5 Plus 2026-02-15 medium Release: 2026-02-15 Qwen3.5-27B Qwen3.5-27B medium Release: 2026-02-24 GPT-5.4 GPT-5.4 medium Release: 2026-03-05
Score 8.1 7.9 7.9
Rank #20 #25 #27
Reliability 10.0 10.0 10.0
Consistency 8.8 8.9 8.5
Tests Correct
Attempt pass rate 76.7% 73.3% 75.0%
Flaky tests 3 3 4
Total Runs 60 60 60
Cost per result 2.259 4.664 8.767
Total Cost $0.317 $0.607 $1.140
Input Price $0.260 / 1M $0.195 / 1M $2.500 / 1M
Output Price $1.560 / 1M $1.560 / 1M $15.000 / 1M
Output Tokens 2,184 2,572 2,222
Reasoning Tokens 173,206 312,011 68,503
Response Time (avg) 67.90s 60.85s 22.31s
Response Time (max) 266.69s 177.36s 100.41s
Response Time (total) 882.70s 1216.93s 446.15s

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
Qwen3.5 Plus 2026-02-15 8.2 7.9 83.3% 1 45.78s 205 21,236
Qwen3.5-27B 8.7 7.9 91.7% 1 19.75s 569 31,505
GPT-5.4 8.3 10.0 75.0% 0 4.11s 240 1,511
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5 Plus 2026-02-15 7.6 6.7 66.7% 1 193.80s 406 63,554
Qwen3.5-27B 7.0 9.8 50.0% 0 123.86s 416 64,993
GPT-5.4 8.2 6.7 83.3% 1 54.98s 412 19,995
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5 Plus 2026-02-15 10.0 10.0 100.0% 0 46.85s 421 7,906
Qwen3.5-27B 10.0 10.0 100.0% 0 163.96s 483 9,991
GPT-5.4 10.0 10.0 100.0% 0 20.57s 301 3,543
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5 Plus 2026-02-15 10.0 10.0 100.0% 0 46.91s 270 14,916
Qwen3.5-27B 10.0 10.0 100.0% 0 30.26s 270 16,150
GPT-5.4 10.0 10.0 100.0% 0 5.32s 234 804
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5 Plus 2026-02-15 5.3 10.0 33.3% 0 17.50s 35 16,680
Qwen3.5-27B 5.3 10.0 33.3% 0 79.53s 43 52,368
GPT-5.4 5.3 7.2 44.4% 1 74.27s 61 34,748
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5 Plus 2026-02-15 4.7 1.6 66.7% 1 79.86s 73 8,675
Qwen3.5-27B 6.1 3.1 66.7% 1 101.41s 70 23,147
GPT-5.4 4.7 3.1 33.3% 1 4.92s 145 321
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5 Plus 2026-02-15 10.0 10.0 100.0% 0 31.93s 101 7,704
Qwen3.5-27B 10.0 10.0 100.0% 0 19.66s 97 11,638
GPT-5.4 10.0 10.0 100.0% 0 3.11s 93 897
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5 Plus 2026-02-15 10.0 10.0 100.0% 0 34.57s 340 14,496
Qwen3.5-27B 8.2 7.7 77.8% 1 64.61s 245 77,213
GPT-5.4 8.2 7.2 88.9% 1 9.13s 442 3,832
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5 Plus 2026-02-15 10.0 10.0 100.0% 0 7.54s 309 909
Qwen3.5-27B 10.0 10.0 100.0% 0 7.45s 348 1,323
GPT-5.4 10.0 10.0 100.0% 0 13.28s 264 1,031
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5 Plus 2026-02-15 3.0 10.0 0.0% 0 103.81s 24 17,130
Qwen3.5-27B 3.0 10.0 0.0% 0 85.11s 31 23,683
GPT-5.4 3.0 10.0 0.0% 0 13.95s 30 1,821

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