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DeepSeek: DeepSeek V3.2 vs Qwen: Qwen3.5-122B-A10B

Last updated at: 2026-04-16

Metric DeepSeek V3.2 DeepSeek V3.2 medium Release: 2025-12-01 Qwen3.5-122B-A10B Qwen3.5-122B-A10B medium Release: 2026-02-24
Score 8.0 8.1
Rank #27 #19
Consistency 8.2 8.6
Tests Correct
Attempt pass rate 79.6% 79.6%
Flaky tests 4 3
Total Runs 54 54
Cost per result 0.240 4.060
Total Cost $0.029 $0.528
Input Price $0.260 / 1M $0.260 / 1M
Output Price $0.380 / 1M $2.080 / 1M
Output Tokens 10,620 17,635
Reasoning Tokens 48,511 162,668
Response Time (avg) 46.41s 31.38s
Response Time (max) 180.92s 119.29s
Response Time (total) 835.33s 564.84s

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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 8.4 9.9 75.0% 0 30.72s 3,773 7,523
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 9.75s 269 16,835
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 4.7 1.6 66.7% 1 180.92s 626 6,792
Qwen3.5-122B-A10B 4.7 1.6 66.7% 1 70.98s 322 10,694
Combined 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 93.11s 571 6,296
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 107.79s 483 11,337
Data parsing and extraction 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 36.09s 207 7,693
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 23.41s 270 16,558
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 5.3 7.2 44.4% 1 39.32s 3,081 7,856
Qwen3.5-122B-A10B 2.9 7.2 11.1% 1 63.40s 15,537 64,889
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 5.4 2.5 66.7% 1 31.30s 68 2,366
Qwen3.5-122B-A10B 3.4 2.2 33.3% 1 34.11s 66 7,592
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 35.78s 1,397 2,845
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 9.88s 77 7,372
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V3.2 8.2 7.2 88.9% 1 36.87s 390 6,281
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 17.18s 289 26,165
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 34.81s 507 859
Qwen3.5-122B-A10B 10.0 10.0 100.0% 0 4.60s 322 1,226

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