multimodal benchmark
OVOBench Leaderboard
OVOBench evaluates streaming video understanding by testing a model's ability to perceive and respond to video content in real time as it unfolds.
Updated Sep 5, 2026
Models2
Model coverage2
MetricScore
EvidenceB
OVOBench Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelBY | Score80.70% | Percentile100.00% | Participants2 | EvidenceC | Evaluated |
| Rank02 | ModelBY | Score79.20% | Percentile0.00% | Participants2 | EvidenceC | Evaluated |
OVOBench Highlights
The leading models and scores on this benchmark.
OVOBench Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for OVOBench
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
What is OVOBench?
What OVOBench measures and how its scores work.
OVOBench (Online Video Online Benchmark) is a multimodal benchmark for streaming video understanding.
It measures a model's ability to perceive and respond to video content in real time as it unfolds, using the Score metric with a ratio unit.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- OVOBench
- Modality
- multimodal
- Primary category
- multimodal
- 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 OVOBench.
Which model scores highest on OVOBench?
Seed 2.1 Pro is currently ranked first with 80.70%.
What are the top three models on OVOBench?
The current leaders are Seed 2.1 Pro (80.70%) and Seed 2.1 Turbo (79.20%).
Which OVOBench model has the lowest official input price?
No matched official input price is currently available.
Which models are fastest among OVOBench 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.