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ByteDance Seed: Seed-2.0-Lite vs xAI: Grok 4.5

Summary

Seed-2.0-Lite (medium) leads on average score with 8.5 vs 7.8. Seed-2.0-Lite (medium) has the lower benchmark cost at $0.175 vs $0.760. Grok 4.5 (low) is faster at 15.48s vs 47.07s, with pass rates of 76.2% vs 74.6%.

Recommended modelSeed-2.0-Lite (medium)It has the best score here (8.5), while costing about 4.3x less than Grok 4.5 (low).

Last updated at: 2026-07-14

Metric Seed-2.0-Lite Seed-2.0-Lite medium Release: 2026-02-14 Grok 4.5 Grok 4.5 low Release: 2026-07-08
Score 8.5 7.8
Rank #21 #41
Reliability 10.0 10.0
Consistency 9.0 9.7
Tests Correct
Attempt pass rate 76.2% 74.6%
Flaky tests 3 1
Total Runs 63 63
Cost per result 1.250 5.061
Total Cost $0.175 $0.760
Input Price $0.250 / 1M $2.000 / 1M
Output Price $2.000 / 1M $6.000 / 1M
Total Input Tokens 46,740 58,652
Output Tokens 3,230 1,735
Reasoning Tokens 78,406 105,233
Response Time (avg) 47.07s 15.48s
Response Time (max) 254.92s 205.28s
Response Time (total) 988.37s 324.98s

Generation showcase

Hamster playing table tennis

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

#21 Seed-2.0-Lite

medium
Cost
$0.005
Time
86.7s
Tokens
2,354 tok

#41 xAI: Grok 4.5

low
Cost
$0.011
Time
12.4s
Tokens
2,018 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-Lite 8.0 9.8 66.7% 0 156.74s 8,247 458 31,890
Grok 4.5 10.0 10.0 100.0% 0 13.72s 9,579 303 15,641

Quick Compare

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