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DeepSeek: DeepSeek V4 Pro vs Qwen: Qwen3.6 Max Preview

Last updated at: 2026-05-22

Metric DeepSeek V4 Pro DeepSeek V4 Pro high Release: 2026-04-24 Qwen3.6 Max Preview Qwen3.6 Max Preview none Release: 2026-04-20
Score 6.6 7.1
Rank #80 #66
Reliability 9.0 10.0
Consistency 8.3 9.2
Tests Correct
Attempt pass rate 66.7% 61.7%
Flaky tests 4 2
Total Runs 60 60
Cost per result 1.927 0.797
Total Cost $0.212 $0.088
Input Price $0.435 / 1M $1.040 / 1M
Output Price $0.870 / 1M $6.240 / 1M
Output Tokens 12,211 4,775
Reasoning Tokens 53,774 0
Response Time (avg) 58.93s 3.27s
Response Time (max) 358.35s 20.51s
Response Time (total) 1119.75s 65.47s

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 V4 Pro 7.4 10.0 75.0% 0 16.53s 71 3,617
Qwen3.6 Max Preview 5.2 7.9 41.7% 1 2.63s 513 0
Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 2.8 5.0 25.0% 1 51.77s 105 2,641
Qwen3.6 Max Preview 4.2 6.0 33.3% 1 3.06s 450 0
Combined Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 10.0 10.0 100.0% 0 65.02s 465 5,914
Qwen3.6 Max Preview 3.0 10.0 0.0% 0 20.51s 2,842 0
Data parsing and extraction Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 8.8 10.0 100.0% 0 23.62s 229 1,710
Qwen3.6 Max Preview 10.0 10.0 100.0% 0 2.87s 243 0
Domain specific Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 3.0 6.9 16.7% 1 205.66s 10,529 28,089
Qwen3.6 Max Preview 7.7 10.0 66.7% 0 1.22s 18 0
General Intelligence Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 6.1 3.1 66.7% 1 25.09s 76 1,152
Qwen3.6 Max Preview 4.3 10.0 0.0% 0 1.62s 76 0
Instructions following Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 10.0 10.0 100.0% 0 41.16s 205 2,416
Qwen3.6 Max Preview 9.8 10.0 100.0% 0 1.45s 69 0
Puzzle Solving Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 7.4 7.2 88.9% 1 34.92s 106 3,835
Qwen3.6 Max Preview 10.0 10.0 100.0% 0 2.38s 323 0
Tool Calling Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 10.0 10.0 100.0% 0 21.33s 372 593
Qwen3.6 Max Preview 10.0 10.0 100.0% 0 5.27s 222 0
Trivia Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Output Tokens Reasoning Tokens
DeepSeek V4 Pro 3.0 10.0 0.0% 0 39.14s 53 3,807
Qwen3.6 Max Preview 3.0 10.0 0.0% 0 1.97s 19 0

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