Seal-0
Progress Over Time
Interactive timeline showing model performance evolution on Seal-0
State-of-the-art frontier
Open
Proprietary
Seal-0 Leaderboard
6 models
| Context | Cost | License | ||||
|---|---|---|---|---|---|---|
| 1 |  Moonshot AI | 1.0T | — | — | ||
| 2 | Moonshot AI | 1.0T | — | — | ||
| 3 |  Alibaba Cloud / Qwen Team | 27B | 262K | $0.30 / $2.40 | ||
| 4 | Alibaba Cloud / Qwen Team | 397B | — | — | ||
| 5 | Alibaba Cloud / Qwen Team | 122B | — | — | ||
| 6 | Alibaba Cloud / Qwen Team | 35B | — | — |
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What is Seal-0?
Seal-0 is a benchmark for evaluating agentic search capabilities, testing models' ability to navigate and retrieve information using tools.
Seal-0 is a text benchmark evaluating models on reasoning and search tasks. LLM Stats tracks 6 models on this benchmark, scored on a 0–1 scale. The current average is 0.5, with the leader at 0.6.
Compare leaders on the best AI for reasoning and best AI for search leaderboards.
Current leaders
Kimi K2.5 from Moonshot AI currently leads the Seal-0 leaderboard with a score of 0.574 across 6 evaluated AI models.
FAQ
Common questions about the Seal-0 benchmark and leaderboard.