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Compared models

Last updated at: 2026-03-12

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
Rank #5 #8 #10
Avg Score 8.3 8.2 8.0
Consistency 9.5 9.1 8.5
Cost per result 1.264 3.585 6.601
Total Cost $0.165 $0.431 $0.793
Tests Correct
Attempt pass rate 85.4% 81.3% 83.3%
Flaky tests 1 2 3
Total Runs 48 48 48
Output Tokens 1,735 1,658 1,756
Reasoning Tokens 77,212 200,786 46,642
Response Time (avg) 34.45s 52.13s 20.05s
Response Time (max) 79.86s 163.96s 100.41s
Response Time (total) 310.09s 834.16s 320.87s

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
Qwen3.5 Plus 2026-02-15 10.0 10.0 100.0% 0 10.37s 186 5,926
Qwen3.5-27B 10.0 10.0 100.0% 0 9.69s 102 8,956
GPT-5.4 10.0 10.0 100.0% 0 5.02s 216 1,466
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 9.9 10.0 100.0% 0 46.91s 270 14,916
Qwen3.5-27B 9.9 10.0 100.0% 0 30.26s 270 16,150
GPT-5.4 9.9 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 4.0 10.0 33.3% 0 17.50s 35 16,680
Qwen3.5-27B 4.0 10.0 33.3% 0 79.53s 43 52,368
GPT-5.4 4.0 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 10.0 1.6 66.7% 1 79.86s 73 8,675
Qwen3.5-27B 5.0 3.1 66.7% 1 101.41s 70 23,147
GPT-5.4 5.0 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 8.3 7.7 77.8% 1 64.61s 245 77,213
GPT-5.4 7.0 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

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