#45
Bytedance Seed · Release: 2026-02-14 · bytedance-seed/seed-2.0-lite::none
Flaky tests
5
Flaky tests had mixed outcomes across runs (at least one pass and one fail).
Charts
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Avg Score vs Total Cost
Response Time (avg)
Avg Score vs Response Time (avg)
Total Output Tokens
Avg Score vs Total Output Tokens
Quick Compare
Seed-2.0-Litenonevsgpt-oss-120bmediumFree AvailableSeed-2.0-LitenonevsGemini 2.5 FlashnoneSeed-2.0-LitenonevsQwen3.5-27BnoneSeed-2.0-LitenonevsQwen3.5-FlashnoneSeed-2.0-LitenonevsGrok 4.20 Multi-Agent BetamediumSeed-2.0-LitenonevsGemini 3 Flash PreviewmediumSeed-2.0-LitenonevsGemini 3.1 Pro PreviewmediumSeed-2.0-LitenonevsStep 3.5 FlashmediumFree Available
Category Breakdown
| Category | Avg Score | Consistency | Tests Correct |
|---|---|---|---|
| Anti-AI Tricks | 10.0 | 4.6 | |
| Combined | 10.0 | 10.0 | |
| Data parsing and extraction | 9.9 | 10.0 | |
| Domain specific | 10.0 | 7.2 | |
| General Intelligence | 10.0 | 10.0 | |
| Instructions following | 10.0 | 10.0 | |
| Puzzle Solving | 4.0 | 4.4 | |
| Tool Calling | 10.0 | 10.0 |