Navigate
AI BENCHY
AD
Track all your projects in one dashboard. Get 📊stats, 🔥heatmaps and 👀recordings in one self-hosted dashboard.
uxwizz.com

Seed-2.0-Code (high) vs Mercury 2 (medium)

Mercury 2 (medium) leads on average score with 7.0 vs 6.9. Mercury 2 (medium) has the lower benchmark cost at $0.094 vs $1.273. Mercury 2 (medium) is faster at 2.95s vs 124.18s, with pass rates of 63.6% vs 53.0%.

Last updated at: 2026-08-15

Rank
#125
Total Output Tokens
410,575
Response Time (avg)
124.18s
Total Cost
$1.273
Rank
#119
Total Output Tokens
87,554
Response Time (avg)
2.95s
Total Cost
$0.094
Recommended model Mercury 2 (medium)

It has the best score here (7.0), while costing about 13.6x less than Seed-2.0-Code (high).

Detailed comparison

Metric Seed-2.0-Code Seed-2.0-Code high Release: 2026-08-12 Mercury 2 Mercury 2 medium Release: 2026-02-24
Score 6.9 7.0
Rank #125 #119
Reliability 8.6 10.0
Consistency 7.8 8.4
Attempts 66/66 66/66
Tests Correct
Attempt pass rate 63.6% 53.0%
Flaky tests 5 4
Total Runs 66 66
Cost per result 11.571 0.933
Total Cost $1.273 $0.094
Input Price $0.500 / 1M $0.250 / 1M
Output Price $3.000 / 1M $0.750 / 1M
Total Input Tokens 81,970 110,515
Output Tokens 7,186 10,325
Reasoning Tokens 403,389 77,229
Response Time (avg) 124.18s 2.95s
Response Time (max) 675.30s 14.63s
Response Time (total) 2732.03s 61.89s
Parameters ~200B total (~20B active) ~100B
Availability Closed Closed

Model generation showcase

Hamster playing table tennis

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

#125 Seed-2.0-Code

high
Cost
$0.037
Time
183.6s
Tokens
12,388 tok

#119 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
Seed-2.0-Code 6.2 6.5 55.6% 1 266.74s 6,750 432 124,956
Mercury 2 8.2 7.7 77.8% 1 2.04s 7,065 296 11,328

Quick Compare

Switch Comparison Pair