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OpenAI: GPT-4o-mini vs Qwen: Qwen3.5 Plus 2026-02-15

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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 Plus 2026-02-15 none Release: Unknown release date
Rank #28 #15
Score 4.86 6.29
Consistency 9.98 9.99
Cost per result 0.056 0.139
Total Cost $0.003 $0.012
Tests Correct
Wrong Tests 9 6
Attempt pass rate 35.7% 57.1%
Flaky tests 0 0
Output Tokens 949 1,499
Reasoning Tokens 0 0

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 Plus 2026-02-15 4.00 10.00 33.3% 0 514 0
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 Plus 2026-02-15 10.00 10.00 100.0% 0 243 0
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 Plus 2026-02-15 4.00 10.00 33.3% 0 15 0
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 Plus 2026-02-15 9.50 10.00 100.0% 0 71 0
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 Plus 2026-02-15 5.00 9.96 33.3% 0 434 0
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 Plus 2026-02-15 10.00 10.00 100.0% 0 222 0

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