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OpenAI: GPT-5.4 vs Qwen: Qwen3.6 27B

Last updated at: 2026-06-03

Metric GPT-5.4 GPT-5.4 none Release: 2026-03-05 Qwen3.6 27B Qwen3.6 27B medium Release: 2026-04-20
Score 5.6 6.6
Rank #121 #84
Reliability 10.0 10.0
Consistency 9.1 8.1
Tests Correct
Attempt pass rate 38.3% 58.3%
Flaky tests 2 5
Total Runs 60 60
Cost per result 1.644 3.017
Total Cost $0.116 $0.380
Input Price $2.500 / 1M $0.290 / 1M
Output Price $15.000 / 1M $3.200 / 1M
Total Input Tokens 31,593 36,541
Output Tokens 2,402 12,981
Reasoning Tokens 0 105,822
Response Time (avg) 1.45s 57.79s
Response Time (max) 2.95s 168.22s
Response Time (total) 29.00s 1155.83s

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) Input Tokens Output Tokens Reasoning Tokens
GPT-5.4 3.2 8.0 8.3% 1 1.21s 606 406 0
Qwen3.6 27B 8.3 10.0 75.0% 0 12.62s 453 582 4,311
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.4 6.8 10.0 50.0% 0 1.99s 4,686 501 0
Qwen3.6 27B 6.6 10.0 50.0% 0 165.39s 2,216 4,760 26,668
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.4 3.0 10.0 0.0% 0 2.89s 11,019 291 0
Qwen3.6 27B 7.0 3.7 66.7% 1 83.07s 15,104 2,088 14,689
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.4 10.0 10.0 100.0% 0 1.04s 7,140 222 0
Qwen3.6 27B 3.5 1.4 50.0% 2 37.30s 7,778 568 9,404
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.4 5.3 7.2 44.4% 1 1.07s 723 50 0
Qwen3.6 27B 2.9 7.2 11.1% 1 73.38s 662 3,510 20,352
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.4 4.4 9.9 0.0% 0 1.78s 477 184 0
Qwen3.6 27B 6.5 3.4 66.7% 1 39.53s 516 81 3,045
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.4 6.5 10.0 50.0% 0 1.07s 660 81 0
Qwen3.6 27B 10.0 10.0 100.0% 0 37.96s 699 346 6,548
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.4 5.6 9.8 33.3% 0 1.44s 642 381 0
Qwen3.6 27B 7.7 10.0 66.7% 0 61.14s 696 255 12,044
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.4 10.0 10.0 100.0% 0 2.75s 5,445 246 0
Qwen3.6 27B 10.0 10.0 100.0% 0 16.88s 8,213 390 2,954
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
GPT-5.4 3.0 10.0 0.0% 0 990ms 195 40 0
Qwen3.6 27B 3.0 10.0 0.0% 0 80.99s 204 401 5,807

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