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Seed-2.0-Code vs Granite 4.2 8B (low)

Seed-2.0-Code leads on average score with 5.3 vs 5.1. Granite 4.2 8B (low) has the lower benchmark cost at $0.012 vs $0.151. Seed-2.0-Code is faster at 14.67s vs 54.36s, with pass rates of 36.4% vs 31.8%.

Last updated at: 2026-09-24

Compared models

Rank
#288
Total Output Tokens
23,433
Response Time (avg)
14.67s
Total Cost
$0.151
Rank
#298
Total Output Tokens
27,928
Response Time (avg)
54.36s
Total Cost
$0.012
Recommended model Granite 4.2 8B (low)

Its score stays close to the best score here (5.1 vs 5.3), while costing about 13.1x less than Seed-2.0-Code.

Detailed comparison

Metric Seed-2.0-Code Seed-2.0-Code none Release: 2026-08-12 Granite 4.2 8B Granite 4.2 8B low Release: 2026-09-02
Score 5.3 5.1
Rank #288 #298
Reliability 8.6 9.0
Consistency 8.1 10.0
Attempts 66/66 66/66
Tests Correct
Attempt pass rate 36.4% 31.8%
Flaky tests 5 0
Total Runs 66 66
Cost per result 2.503 0.167
Total Cost $0.151 $0.012
Input Price $0.500 / 1M $0.060 / 1M
Output Price $3.000 / 1M $0.250 / 1M
Total Input Tokens 159,749 74,721
Output Tokens 23,433 9,205
Reasoning Tokens 0 18,723
Response Time (avg) 14.67s 54.36s
Response Time (max) 132.84s 566.80s
Response Time (total) 322.71s 1195.97s
Parameters ~200B total (~20B active) 8B
Availability Closed Open source

Model generation showcase

Hamster playing table tennis

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

#288 Seed-2.0-Code

none
Cost
$0.030
Time
140.6s
Tokens
9,924 tok

#298 IBM: Granite 4.2 8B

low
Provider returned error
Cost
$0.000
Time
0.2s
Tokens
0 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 3.6 9.8 0.0% 0 13.42s 7,230 505 0
Granite 4.2 8B 5.5 10.0 33.3% 0 13.01s 8,439 2,469 2,984

Quick Compare

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