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

Last updated at: 2026-04-29

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 #37 #25
Reliability N/A N/A
Consistency 8.2 8.6
Tests Correct
Attempt pass rate 79.6% 79.6%
Flaky tests 4 3
Total Runs 52 54
Cost per result 0.231 4.060
Total Cost $0.028 $0.528
Input Price $0.252 / 1M $0.260 / 1M
Output Price $0.378 / 1M $2.080 / 1M
Output Tokens 7,554 17,635
Reasoning Tokens 45,588 162,668
Response Time (avg) 43.49s 31.38s
Response Time (max) 180.92s 119.29s
Response Time (total) 782.73s 564.84s

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 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 21.78s 15 4,933
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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