AI benchmarks and leaderboards are different things
Learn the difference between a benchmark, an evaluation run and a leaderboard, and use each to answer the right question.
LLM Stats
Seal-0
Seal-0 is a benchmark for evaluating agentic search capabilities, testing models' ability to navigate and retrieve information using tools.
Evaluation context and evidence
- Source
- LLM Stats
- Publisher
- Not recorded
- Benchmark release
- Not recorded
- Collected
- 2026-08-17
- Modality
- text
These are source-reported observations, not independent reruns by this site. Check the task version, evaluation protocol, unit and reporting date before comparing models. Results from different setups are not a universal ranking.
Original sources
Reported results 6
Shown in source observation order, not ranked. Dates retain the precision provided by the source.
| Model | Value | Unit | Protocol | Reported date and basis | Source |
|---|---|---|---|---|---|
| Kimi K2.5 | 0.574 | Not recorded | Not recorded | 2026-01-27 · model_announcement | LLM Stats |
| Kimi K2-Thinking-0905 | 0.563 | Not recorded | Not recorded | 2025-09-05 · model_announcement | LLM Stats |
| Qwen3.5-27B | 0.472 | Not recorded | Not recorded | 2026-02-24 · model_announcement | LLM Stats |
| Qwen3.5-397B-A17B | 0.469 | Not recorded | Not recorded | 2026-02-16 · model_announcement | LLM Stats |
| Qwen3.5-122B-A10B | 0.441 | Not recorded | Not recorded | 2026-02-24 · model_announcement | LLM Stats |
| Qwen3.5-35B-A3B | 0.414 | Not recorded | Not recorded | 2026-02-24 · model_announcement | LLM Stats |