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DeepSeek: DeepSeek V4 Pro vs Qwen: Qwen3.5-35B-A3B

Summary

DeepSeek V4 Pro vs Qwen3.5-35B-A3B benchmark comparison: The average score is effectively tied at 6.3 vs 6.3. DeepSeek V4 Pro has the lower benchmark cost at $0.079 vs $0.401. DeepSeek V4 Pro is faster at 65.21s vs 72.57s, with pass rates of 52.4% vs 69.8%.

Recommended model: DeepSeek V4 Pro - It has the best score here (6.3), while costing about 5.1x less than Qwen3.5-35B-A3B.

Last updated at: 2026-06-12

Metric DeepSeek V4 Pro DeepSeek V4 Pro high Release: 2026-04-24 Qwen3.5-35B-A3B Qwen3.5-35B-A3B medium Release: 2026-02-24
Score 6.3 6.3
Rank #90 #88
Reliability 9.0 10.0
Consistency 7.6 7.5
Tests Correct
Attempt pass rate 52.4% 69.8%
Flaky tests 6 6
Total Runs 63 63
Cost per result 2.869 5.162
Total Cost $0.079 $0.401
Input Price $0.435 / 1M $0.140 / 1M
Output Price $0.870 / 1M $1.000 / 1M
Total Input Tokens 32,240 42,196
Output Tokens 12,250 40,630
Reasoning Tokens 72,257 353,577
Response Time (avg) 65.21s 72.57s
Response Time (max) 358.35s 409.98s
Response Time (total) 1304.19s 1524.04s

Generation showcase

Hamster playing table tennis

Prompt: Create a detailed SVG illustration of a hamster playing table tennis.

#90 DeepSeek V4 Pro

high
Cost
$0.023
Time
257.6s
Tokens
14,870 tok

#88 Qwen3.5-35B-A3B

medium
Cost
$0.009
Time
71.4s
Tokens
8,631 tok

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) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 6.4 7.9 58.3% 1 16.53s 448 71 3,617
Qwen3.5-35B-A3B 10.0 10.0 100.0% 0 21.13s 672 798 42,652
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 3.3 6.4 11.1% 1 118.23s 1,966 111 20,940
Qwen3.5-35B-A3B 5.9 9.3 33.3% 0 206.65s 4,106 23,844 111,462
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 10.0 10.0 100.0% 0 65.02s 14,016 465 5,914
Qwen3.5-35B-A3B 4.7 1.6 66.7% 1 75.34s 20,992 775 12,485
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 7.3 5.9 83.3% 1 23.62s 5,633 229 1,710
Qwen3.5-35B-A3B 7.3 5.9 83.3% 1 59.33s 6,061 235 19,493
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 2.9 7.2 11.1% 1 205.66s 430 10,529 28,089
Qwen3.5-35B-A3B 4.1 4.4 44.5% 2 88.34s 500 41 46,368
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 6.1 3.1 66.7% 1 25.09s 314 76 1,152
Qwen3.5-35B-A3B 2.8 1.6 33.3% 1 30.30s 172 20 3,753
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 10.0 10.0 100.0% 0 41.16s 627 205 2,416
Qwen3.5-35B-A3B 10.0 10.0 100.0% 0 24.45s 699 97 17,361
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 5.9 7.2 55.6% 1 34.84s 544 139 4,019
Qwen3.5-35B-A3B 8.2 7.2 88.9% 1 33.13s 597 3,592 26,585
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 10.0 10.0 100.0% 0 21.33s 8,079 372 593
Qwen3.5-35B-A3B 10.0 10.0 100.0% 0 4.65s 8,193 309 1,365
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 3.0 10.0 0.0% 0 39.14s 183 53 3,807
Qwen3.5-35B-A3B 3.0 10.0 0.0% 0 177.35s 204 10,919 72,053

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