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

Last updated at: 2026-05-19

Metric DeepSeek V3.2 DeepSeek V3.2 none Release: 2025-12-01 Qwen3 Coder Next Qwen3 Coder Next none Release: 2026-02-03
Score 5.7 5.2
Rank #111 #128
Reliability 10.0 10.0
Consistency 7.9 9.7
Tests Correct
Attempt pass rate 49.1% 29.8%
Flaky tests 5 1
Total Runs 57 57
Cost per result 0.218 0.151
Total Cost $0.016 $0.008
Input Price $0.252 / 1M $0.110 / 1M
Output Price $0.378 / 1M $0.800 / 1M
Output Tokens 7,194 3,629
Reasoning Tokens 0 0
Response Time (avg) 13.43s 9.44s
Response Time (max) 115.89s 45.14s
Response Time (total) 255.10s 122.73s

Top Models by Score

Score vs Total Cost

Response Time (avg)

Score vs Response Time (avg)

Total Output Tokens

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 3.6 10.0 0.0% 0 3.31s 1,321 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 2.4 1.3 33.3% 1 7.63s 553 0
Qwen3 Coder Next 7.3 3.7 66.7% 1 3.14s 585 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 45.14s 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 1.32s 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 962ms 26 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 10.0 10.0 100.0% 0 1.34s 152 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 7.71s 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 22.86s 652 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 2.47s 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 601ms 12 0

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