multimodal benchmark
VideoHolmes Leaderboard
VideoHolmes evaluates video understanding and reasoning capabilities in multimodal models.
Updated Aug 17, 2026
Models3
Model coverage3
MetricScore
EvidenceB
VideoHolmes Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelBY | Score68.2% | Percentile100.0% | Participants3 | EvidenceC | Evaluated |
| Rank02 | ModelBY | Score67.6% | Percentile50.0% | Participants3 | EvidenceC | Evaluated |
| Rank03 | ModelXI | Score64.0% | Percentile0.0% | Participants3 | EvidenceC | Evaluated |
VideoHolmes Highlights
The leading models and scores on this benchmark.
VideoHolmes Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for VideoHolmes
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis videoholmes AI model leaderboard uses descending score in the benchmark's original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01BYSeed 2.1 ProByteDance
- Score
- 68.2%
Strengths
- Ranks #1 of 3 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures VideoHolmes, not total model capability
- 02BYSeed 2.1 TurboByteDance
- Score
- 67.6%
Strengths
- Ranks #2 of 3 compared models
- 50th percentile on this benchmark
- C evidence result
Considerations
- This result measures VideoHolmes, not total model capability
- 03XIMiMo-V2.5Xiaomi
- Score
- 64.0%
- Price
- $0.14 input / $0.28 output per 1M tokens
- Speed
- Up to 87 tok/s via Novita
Strengths
- Ranks #3 of 3 compared models
- 0th percentile on this benchmark
- C evidence result
Considerations
- This result measures VideoHolmes, not total model capability
Selection summary
Best AI Models for VideoHolmes
Seed 2.1 Pro currently leads VideoHolmes with 68.2%. It is the top model on this specific benchmark, while the best LLM for the broader task should also be checked against other benchmarks, price and runtime.
Use this leaderboard with the supporting benchmark results and coverage details above. A leaderboard position summarizes the selected ranking signal; it does not replace workload-specific testing.
What is VideoHolmes?
What VideoHolmes measures and how its scores work.
VideoHolmes evaluates video understanding and reasoning capabilities in multimodal models.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- VideoHolmes
- Modality
- multimodal
- Primary category
- multimodal
- Score direction
- higher
- LLMBoard eligible
- Yes
- Evaluation key
- videoholmes|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about VideoHolmes.
Which model scores highest on VideoHolmes?
Seed 2.1 Pro is currently ranked first with 68.2%.
What does VideoHolmes measure?
VideoHolmes evaluates video understanding and reasoning capabilities in multimodal models.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
3 model results are currently shown.
Does this benchmark affect the overall score?
Yes. This benchmark can contribute to the current LLMBoard capability score.