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

Last updated at: 2026-05-29

Metric Qwen3.6 Max Preview Qwen3.6 Max Preview none Release: 2026-04-20 Step 3.7 Flash Step 3.7 Flash high Release: 2026-05-29
Score 7.1 7.1
Rank #76 #74
Reliability 10.0 10.0
Consistency 9.2 8.2
Tests Correct
Attempt pass rate 61.7% 65.8%
Flaky tests 2 4
Total Runs 60 60
Cost per result 0.797 8.723
Total Cost $0.088 $0.960
Input Price $1.040 / 1M $0.200 / 1M
Output Price $6.240 / 1M $1.150 / 1M
Output Tokens 4,773 828,084
Reasoning Tokens 0 0
Response Time (avg) 3.31s 49.43s
Response Time (max) 20.51s 192.75s
Response Time (total) 66.17s 988.58s

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Score vs Total Cost

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Score vs Response Time (avg)

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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
Qwen3.6 Max Preview 5.2 7.9 41.7% 1 2.63s 513 0
Step 3.7 Flash 10.0 10.0 100.0% 0 13.40s 42,656 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.6 Max Preview 4.2 6.0 33.3% 1 3.06s 450 0
Step 3.7 Flash 3.6 4.6 25.0% 1 126.82s 164,069 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.6 Max Preview 3.0 10.0 0.0% 0 20.51s 2,842 0
Step 3.7 Flash 10.0 10.0 100.0% 0 13.01s 8,802 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.6 Max Preview 10.0 10.0 100.0% 0 2.87s 243 0
Step 3.7 Flash 10.0 10.0 100.0% 0 14.72s 23,113 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.6 Max Preview 7.7 10.0 66.7% 0 1.22s 18 0
Step 3.7 Flash 4.1 4.4 44.5% 2 149.64s 410,502 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.6 Max Preview 4.3 10.0 0.0% 0 1.62s 76 0
Step 3.7 Flash 5.5 10.0 0.0% 0 4.17s 2,862 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.6 Max Preview 9.8 10.0 100.0% 0 1.40s 69 0
Step 3.7 Flash 9.8 10.0 100.0% 0 1.52s 2,010 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.6 Max Preview 10.0 10.0 100.0% 0 2.65s 321 0
Step 3.7 Flash 5.3 7.2 44.4% 1 10.22s 25,422 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.6 Max Preview 10.0 10.0 100.0% 0 5.27s 222 0
Step 3.7 Flash 10.0 10.0 100.0% 0 2.79s 1,172 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.6 Max Preview 3.0 10.0 0.0% 0 1.97s 19 0
Step 3.7 Flash 3.0 10.0 0.0% 0 149.34s 147,476 0

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