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OpenAI: GPT-4o-mini vs Qwen: Qwen3.5-Flash

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

Summary

Metric OpenAI: GPT-4o-mini none Release: Unknown release date Qwen: Qwen3.5-Flash medium Release: Unknown release date
Rank #28 #24
Score 4.86 5.79
Consistency 9.98 7.60
Cost per result 0.056 0.650
Total Cost $0.003 $0.046
Tests Correct
Wrong Tests 9 7
Attempt pass rate 35.7% 66.7%
Flaky tests 0 4
Output Tokens 949 1,194
Reasoning Tokens 0 108,368

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
OpenAI: GPT-4o-mini 4.00 10.00 33.3% 0 180 0
Qwen: Qwen3.5-Flash 10.00 10.00 100.0% 0 363 23,645
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
OpenAI: GPT-4o-mini 10.00 10.00 100.0% 0 183 0
Qwen: Qwen3.5-Flash 5.50 5.87 83.3% 1 235 16,237
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
OpenAI: GPT-4o-mini 1.00 10.00 0.0% 0 15 0
Qwen: Qwen3.5-Flash 1.00 4.41 33.3% 2 52 34,605
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
OpenAI: GPT-4o-mini 5.50 10.00 50.0% 0 71 0
Qwen: Qwen3.5-Flash 7.50 9.91 50.0% 0 98 14,139
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
OpenAI: GPT-4o-mini 4.00 9.92 0.0% 0 295 0
Qwen: Qwen3.5-Flash 4.00 7.21 55.6% 1 137 18,458
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
OpenAI: GPT-4o-mini 10.00 10.00 100.0% 0 205 0
Qwen: Qwen3.5-Flash 10.00 10.00 100.0% 0 309 1,284

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