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Qwen: Qwen3.6 Flash vs StepFun: Step 3.7 Flash

Last updated at: 2026-06-04

Metric Qwen3.6 Flash Qwen3.6 Flash medium Release: 2026-04-20 Step 3.7 Flash Step 3.7 Flash low Release: 2026-05-29
Score 7.5 7.3
Rank #39 #57
Reliability 10.0 10.0
Consistency 8.1 8.4
Tests Correct
Attempt pass rate 71.4% 68.3%
Flaky tests 5 4
Total Runs 63 63
Cost per result 3.030 2.840
Total Cost $0.288 $0.341
Input Price $0.188 / 1M $0.200 / 1M
Output Price $1.125 / 1M $1.150 / 1M
Total Input Tokens 42,362 40,101
Output Tokens 2,995 289,325
Reasoning Tokens 245,358 0
Response Time (avg) 19.25s 15.74s
Response Time (max) 122.87s 124.75s
Response Time (total) 404.20s 330.63s

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Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Qwen3.6 Flash 10.0 10.0 100.0% 0 6.10s 672 624 14,024
Step 3.7 Flash 8.7 7.9 91.7% 1 4.02s 756 10,896 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Qwen3.6 Flash 5.0 5.1 44.5% 2 42.85s 7,895 495 67,967
Step 3.7 Flash 8.2 7.2 88.9% 1 9.46s 7,437 18,685 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Qwen3.6 Flash 10.0 10.0 100.0% 0 20.28s 14,934 483 13,839
Step 3.7 Flash 10.0 10.0 100.0% 0 7.98s 13,683 6,426 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Qwen3.6 Flash 10.0 10.0 100.0% 0 9.65s 7,782 270 13,155
Step 3.7 Flash 7.3 5.8 83.3% 1 2.29s 7,398 2,667 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Qwen3.6 Flash 3.5 4.4 33.3% 2 14.65s 771 60 24,409
Step 3.7 Flash 5.3 7.2 44.4% 1 43.31s 828 104,487 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Qwen3.6 Flash 4.8 9.9 0.0% 0 9.88s 516 140 5,445
Step 3.7 Flash 3.4 9.3 0.0% 0 7.00s 525 4,604 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Qwen3.6 Flash 10.0 10.0 100.0% 0 6.05s 699 102 7,423
Step 3.7 Flash 9.8 10.0 100.0% 0 1.58s 735 1,857 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Qwen3.6 Flash 8.2 7.2 88.9% 1 6.29s 696 460 10,860
Step 3.7 Flash 5.5 9.9 33.3% 0 1.84s 756 3,564 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Qwen3.6 Flash 10.0 10.0 100.0% 0 4.00s 8,193 335 1,188
Step 3.7 Flash 10.0 10.0 100.0% 0 3.25s 7,746 1,360 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
Qwen3.6 Flash 3.0 10.0 0.0% 0 122.87s 204 26 87,048
Step 3.7 Flash 3.0 10.0 0.0% 0 124.75s 237 134,779 0

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