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Qwen: Qwen3.5-9B vs StepFun: Step 3.5 Flash

Last updated at: 2026-03-12

Metric Qwen3.5-9B Qwen3.5-9B medium Release: 2026-03-02 Step 3.5 Flash Step 3.5 Flash medium Release: 2026-02-01 Free Available
Rank #66 #14
Avg Score 2.6 7.4
Consistency 7.4 9.1
Cost per result 0.779 0.000
Total Cost $0.024 $0.000
Tests Correct
Attempt pass rate 35.4% 68.8%
Flaky tests 5 2
Total Runs 48 48
Output Tokens 17,930 71,452
Reasoning Tokens 139,706 155,147
Response Time (avg) 71.44s 29.10s
Response Time (max) 226.38s 170.45s
Response Time (total) 928.77s 290.96s

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
Qwen3.5-9B 4.0 7.2 55.6% 1 31.54s 2,410 10,913
Step 3.5 Flash 10.0 10.0 100.0% 0 18.54s 13,924 17,208
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5-9B 10.0 10.0 0.0% 0 0ms 0 0
Step 3.5 Flash 10.0 10.0 100.0% 0 29.57s 1,176 12,984
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5-9B 5.0 5.6 33.3% 1 87.31s 1,383 32,113
Step 3.5 Flash 10.0 10.0 100.0% 0 15.01s 600 13,886
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5-9B 10.0 7.2 22.2% 1 137.75s 11,549 48,475
Step 3.5 Flash 4.0 7.2 44.4% 1 170.45s 45,350 90,436
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5-9B 10.0 1.6 33.3% 1 226.38s 0 30,695
Step 3.5 Flash 6.0 10.0 0.0% 0 6.54s 2,214 2,584
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5-9B 5.5 5.8 66.7% 1 17.15s 599 4,517
Step 3.5 Flash 9.0 6.8 83.3% 1 4.98s 2,284 3,412
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5-9B 10.0 10.0 0.0% 0 33.38s 1,545 11,844
Step 3.5 Flash 4.0 10.0 33.3% 0 7.72s 5,629 10,835
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3.5-9B 10.0 10.0 100.0% 0 4.31s 444 1,149
Step 3.5 Flash 10.0 10.0 100.0% 0 11.91s 275 3,802

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