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DeepSeek: DeepSeek V4 Pro vs Qwen: Qwen3.5-27B

Last updated at: 2026-06-02

Metric DeepSeek V4 Pro DeepSeek V4 Pro high Release: 2026-04-24 Qwen3.5-27B Qwen3.5-27B none Release: 2026-02-24
Score 6.4 5.8
Rank #96 #112
Reliability 8.9 10.0
Consistency 8.7 9.3
Tests Correct
Attempt pass rate 55.0% 40.0%
Flaky tests 6 2
Total Runs 60 60
Cost per result 1.935 0.241
Total Cost $0.062 $0.014
Input Price $0.435 / 1M $0.195 / 1M
Output Price $0.870 / 1M $1.560 / 1M
Total Input Tokens 30,514 41,637
Output Tokens 12,244 3,585
Reasoning Tokens 53,958 0
Response Time (avg) 58.92s 1.69s
Response Time (max) 358.35s 9.39s
Response Time (total) 1119.51s 33.82s

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 7.0 10.0 58.3% 1 16.53s 448 71 3,617
Qwen3.5-27B 4.8 10.0 25.0% 0 788ms 696 267 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 2.6 5.0 16.7% 1 51.77s 240 105 2,641
Qwen3.5-27B 7.3 10.0 50.0% 0 1.98s 5,072 408 0
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
Qwen3.5-27B 2.8 1.6 33.3% 1 9.39s 16,918 1,461 0
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 8.3 10.0 83.3% 1 23.62s 5,633 229 1,710
Qwen3.5-27B 10.0 10.0 100.0% 0 1.43s 7,794 243 0
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 6.9 11.1% 1 205.66s 430 10,529 28,089
Qwen3.5-27B 3.0 10.0 0.0% 0 540ms 789 15 0
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
Qwen3.5-27B 5.0 10.0 0.0% 0 2.51s 522 126 0
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
Qwen3.5-27B 6.3 10.0 50.0% 0 1.03s 711 69 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 6.6 10.0 55.6% 1 34.84s 544 139 4,019
Qwen3.5-27B 6.7 7.9 55.6% 1 1.38s 714 683 0
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
Qwen3.5-27B 10.0 10.0 100.0% 0 3.54s 8,211 303 0
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
Qwen3.5-27B 3.0 10.0 0.0% 0 599ms 210 10 0

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