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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 medium Release: Unknown release date
Rank #28 #4
Score 4.86 8.64
Consistency 9.98 10.00
Cost per result 0.056 1.955
Total Cost $0.003 $0.235
Tests Correct
Wrong Tests 9 2
Attempt pass rate 35.7% 85.7%
Flaky tests 0 0
Output Tokens 949 1,258
Reasoning Tokens 0 93,374

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 10.00 10.00 100.0% 0 186 5,926
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% 0 283 14,892
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 56 39,882
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 9.99 100.0% 0 102 9,257
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 10.00 10.00 100.0% 0 322 22,508
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% 0 309 909

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