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OpenAI: GPT-5.3-Codex vs Qwen: Qwen3.5-122B-A10B

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

Summary

Metric OpenAI: GPT-5.3-Codex medium Release: Unknown release date Qwen: Qwen3.5-122B-A10B medium Release: Unknown release date
Rank #7 #13
Score 7.93 6.77
Consistency 8.84 8.22
Cost per result 4.641 5.137
Total Cost $0.465 $0.463
Tests Correct
Wrong Tests 4 5
Attempt pass rate 78.6% 76.2%
Flaky tests 2 3
Output Tokens 1,201 16,751
Reasoning Tokens 30,056 125,394

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Output Tokens Reasoning Tokens
OpenAI: GPT-5.3-Codex 10.00 10.00 100.0% 0 216 1,421
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-5.3-Codex 10.00 10.00 100.0% 0 234 735
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-5.3-Codex 4.00 7.21 55.6% 1 64 25,308
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-5.3-Codex 9.00 10.00 50.0% 0 93 693
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-5.3-Codex 7.00 7.38 77.8% 1 340 1,407
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-5.3-Codex 10.00 10.00 100.0% 0 254 492
Qwen: Qwen3.5-122B-A10B 10.00 10.00 100.0% 0 322 1,226

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