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DeepSeek: DeepSeek V4 Pro vs Inception: Mercury 2

Mercury 2 (medium) leads on average score with 7.0 vs 6.9. Mercury 2 (medium) has the lower benchmark cost at $0.093 vs $0.096. Mercury 2 (medium) is faster at 2.72s vs 11.55s, with pass rates of 51.5% vs 51.5%.

Recommended modelMercury 2 (medium)It has the best score here (7.0), while responding about 4.2x faster than DeepSeek V4 Pro.

Last updated at: 2026-07-22

Metric DeepSeek V4 Pro DeepSeek V4 Pro none Release: 2026-04-24 Mercury 2 Mercury 2 medium Release: 2026-02-24
Score 6.9 7.0
Rank #86 #82
Reliability 10.0 10.0
Consistency 8.6 8.8
Tests Correct
Attempt pass rate 51.5% 51.5%
Flaky tests 4 3
Total Runs 66 66
Cost per result 0.954 0.928
Total Cost $0.096 $0.093
Input Price $0.435 / 1M $0.250 / 1M
Output Price $0.870 / 1M $0.750 / 1M
Total Input Tokens 148,069 109,572
Output Tokens 35,551 10,313
Reasoning Tokens 0 76,806
Response Time (avg) 11.55s 2.72s
Response Time (max) 119.44s 14.63s
Response Time (total) 254.11s 57.12s

Hamster playing table tennis

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

#86 DeepSeek V4 Pro

none
Invalid SVG
Cost
$0.000
Time
300.0s
Tokens
0 tok

#82 Mercury 2

medium
Cost
$0.002
Time
2.1s
Tokens
1,702 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

Coding Score Consistency Attempt pass rate Flaky tests Tests Correct Response Time (avg) Input Tokens Output Tokens Reasoning Tokens
DeepSeek V4 Pro 5.6 10.0 33.3% 0 13.38s 7,275 5,500 0
Mercury 2 8.2 7.7 77.8% 1 2.04s 7,065 296 11,328

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