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Qwen: Qwen3.5-27B vs StepFun: Step 3.5 Flash

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Last updated at : 2026-02-27 15:16

Summary

Metric Qwen: Qwen3.5-27B medium Release: Unknown release date StepFun: Step 3.5 Flash medium Release: Unknown release date Free Available
Rank #5 #11
Score 8.55 7.00
Consistency 9.55 8.32
Cost per result 2.950 0.000
Total Cost $0.325 $0.000
Tests Correct
Wrong Tests 3 5
Attempt pass rate 83.3% 73.8%
Flaky tests 1 3
Output Tokens 1,091 60,502
Reasoning Tokens 131,807 117,044

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Qwen: Qwen3.5-27B 10.00 10.00 100.0% 0 102 8,956
StepFun: Step 3.5 Flash 10.00 10.00 100.0% 0 13,924 17,208
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Qwen: Qwen3.5-27B 9.88 10.00 100.0% 0 270 16,150
StepFun: Step 3.5 Flash 10.00 10.00 100.0% 0 535 11,548
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Qwen: Qwen3.5-27B 4.00 10.00 33.3% 0 43 52,368
StepFun: Step 3.5 Flash 4.00 7.21 44.4% 1 40,942 74,237
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Qwen: Qwen3.5-27B 9.00 6.88 83.3% 1 97 11,638
StepFun: Step 3.5 Flash 10.00 10.00 100.0% 0 2,121 3,274
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Qwen: Qwen3.5-27B 10.00 10.00 100.0% 0 231 41,372
StepFun: Step 3.5 Flash 2.00 4.96 33.3% 2 2,705 6,975
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
Qwen: Qwen3.5-27B 10.00 10.00 100.0% 0 348 1,323
StepFun: Step 3.5 Flash 10.00 10.00 100.0% 0 275 3,802

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