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OpenAI: GPT-4o-mini vs Qwen: Qwen3.5-122B-A10B

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

Summary

Metric OpenAI: GPT-4o-mini none Release: Unknown release date Qwen: Qwen3.5-122B-A10B medium Release: Unknown release date
Rank #28 #13
Score 4.86 6.77
Consistency 9.98 8.22
Cost per result 0.056 5.137
Total Cost $0.003 $0.463
Tests Correct
Wrong Tests 9 5
Attempt pass rate 35.7% 76.2%
Flaky tests 0 3
Output Tokens 949 16,751
Reasoning Tokens 0 125,394

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: Qwen3.5-122B-A10B 10.00 10.00 100.0% 0 248 10,486
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: Qwen3.5-122B-A10B 9.88 10.00 100.0% 0 270 16,558
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: Qwen3.5-122B-A10B 1.00 7.21 11.1% 1 15,537 64,889
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: Qwen3.5-122B-A10B 5.50 5.92 83.3% 1 77 7,372
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: Qwen3.5-122B-A10B 7.00 7.21 88.9% 1 297 24,863
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: Qwen3.5-122B-A10B 10.00 10.00 100.0% 0 322 1,226

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