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Qwen: Qwen3 Coder Next vs StepFun: Step 3.5 Flash

Last updated at: 2026-04-11

Metric Qwen3 Coder Next Qwen3 Coder Next medium Release: 2026-02-03 Step 3.5 Flash Step 3.5 Flash none Release: 2026-02-01
Score 4.7 3.0
Rank #86 #93
Consistency 8.7 10.0
Tests Correct
Attempt pass rate 27.8% 0.0%
Flaky tests 3 0
Total Runs 54 3
Cost per result 0.240 0.000
Total Cost $0.008 $0.000
Input Price $0.120 / 1M $0.100 / 1M
Output Price $0.750 / 1M $0.300 / 1M
Output Tokens 3,241 0
Reasoning Tokens 0 0
Response Time (avg) 10.75s 0ms
Response Time (max) 81.80s 0ms
Response Time (total) 129.01s 0ms

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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 Coder Next 3.5 8.1 16.7% 1 8.64s 1,252 0
Step 3.5 Flash - - - - - - - -
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3 Coder Next 4.7 1.6 66.7% 1 1.69s 300 0
Step 3.5 Flash 3.0 10.0 0.0% 0 0ms 0 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3 Coder Next 3.0 10.0 0.0% 0 4.28s 317 0
Step 3.5 Flash - - - - - - - -
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3 Coder Next 6.5 10.0 50.0% 0 81.80s 246 0
Step 3.5 Flash - - - - - - - -
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3 Coder Next 5.3 10.0 33.3% 0 638ms 25 0
Step 3.5 Flash - - - - - - - -
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3 Coder Next 6.3 3.4 66.7% 1 1.39s 142 0
Step 3.5 Flash - - - - - - - -
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3 Coder Next 4.8 10.0 0.0% 0 7.34s 63 0
Step 3.5 Flash - - - - - - - -
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3 Coder Next 3.1 10.0 0.0% 0 2.30s 641 0
Step 3.5 Flash - - - - - - - -
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
Qwen3 Coder Next 10.0 10.0 100.0% 0 2.64s 255 0
Step 3.5 Flash - - - - - - - -

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