reasoning benchmark
Seal-0 Leaderboard
Seal-0 is a benchmark for evaluating agentic search capabilities.
Updated Sep 5, 2026
Models6
Model coverage6
MetricScore
EvidenceB
Seal-0 Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelMA | Score57.40% | Percentile100.00% | Participants6 | EvidenceC | Evaluated |
| Rank02 | ModelMA | Score56.30% | Percentile80.00% | Participants6 | EvidenceC | Evaluated |
| Rank03 | ModelAC | Score47.20% | Percentile60.00% | Participants6 | EvidenceC | Evaluated |
| Rank04 | ModelAC | Score46.90% | Percentile40.00% | Participants6 | EvidenceC | Evaluated |
| Rank05 | ModelAC | Score44.10% | Percentile20.00% | Participants6 | EvidenceC | Evaluated |
| Rank06 | ModelAC | Score41.40% | Percentile0.00% | Participants6 | EvidenceC | Evaluated |
Seal-0 Highlights
The leading models and scores on this benchmark.
Seal-0 Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for Seal-0
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
What is Seal-0?
What Seal-0 measures and how its scores work.
Seal-0 is a reasoning benchmark that evaluates agentic search capabilities.
It measures models' ability to navigate and retrieve information using tools, with the metric Score reported as a ratio.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Seal-0
- Modality
- text
- Primary category
- reasoning
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- overall
LLM Stats. Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about Seal-0.
Which model scores highest on Seal-0?
Kimi K2.5 is currently ranked first with 57.40%.
What are the top three models on Seal-0?
The current leaders are Kimi K2.5 (57.40%), Kimi K2-Thinking-0905 (56.30%), and Qwen3.5-27B (47.20%).
Which Seal-0 model has the lowest official input price?
Qwen3.5-35B-A3B has the lowest matched official input price at $0.25 input / $2.0 output per 1M tokens.
Which models are fastest among Seal-0 results?
No matched runtime record is currently available.
Does the highest score result prove overall model quality?
No. This benchmark measures one defined capability or task. The overall LLMBoard score uses a separate aggregation across eligible benchmark evidence.