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DeepSeek: DeepSeek V3.2 vs Qwen: Qwen3 Coder Next

Last updated at: 2026-05-22

Metric DeepSeek V3.2 DeepSeek V3.2 none Release: 2025-12-01 Qwen3 Coder Next Qwen3 Coder Next medium Release: 2026-02-03
Score 5.6 4.7
Rank #114 #141
Reliability 10.0 10.0
Consistency 8.0 8.9
Tests Correct
Attempt pass rate 46.7% 30.0%
Flaky tests 5 3
Total Runs 60 60
Cost per result 0.254 0.193
Total Cost $0.018 $0.008
Input Price $0.252 / 1M $0.110 / 1M
Output Price $0.378 / 1M $0.800 / 1M
Output Tokens 11,163 3,280
Reasoning Tokens 0 0
Response Time (avg) 14.46s 9.29s
Response Time (max) 115.89s 81.80s
Response Time (total) 289.21s 130.06s

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Score vs Total Cost

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Score vs Response Time (avg)

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Score vs Total Output Tokens

Category Breakdown

Anti-AI Tricks Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 3.3 8.2 12.5% 1 9.35s 1,073 0
Qwen3 Coder Next 3.5 8.1 16.7% 1 8.64s 1,252 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 3.1 5.4 16.7% 1 20.87s 4,522 0
Qwen3 Coder Next 4.1 5.8 33.3% 1 1.17s 327 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 6.5 10.0 0.0% 0 115.89s 2,887 0
Qwen3 Coder Next 3.0 10.0 0.0% 0 4.28s 317 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 6.3 5.8 66.7% 1 9.42s 1,710 0
Qwen3 Coder Next 6.5 10.0 50.0% 0 81.80s 246 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 3.0 6.9 16.7% 1 4.17s 21 0
Qwen3 Coder Next 5.3 10.0 33.3% 0 638ms 25 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 7.6 10.0 100.0% 0 9.32s 43 0
Qwen3 Coder Next 6.3 3.4 66.7% 1 1.39s 142 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 10.0 10.0 100.0% 0 1.52s 66 0
Qwen3 Coder Next 6.3 10.0 50.0% 0 7.34s 63 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 7.5 7.7 88.9% 1 7.13s 302 0
Qwen3 Coder Next 3.0 10.0 0.0% 0 2.30s 641 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 10.0 10.0 100.0% 0 11.85s 522 0
Qwen3 Coder Next 10.0 10.0 100.0% 0 2.64s 255 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 3.0 10.0 0.0% 0 17.23s 17 0
Qwen3 Coder Next 3.0 10.0 0.0% 0 399ms 12 0

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