safety benchmark
Virology Capabilities Test
Virology Capabilities Test (VCT) is an expert-level multiple-choice benchmark measuring the capability to troubleshoot complex virology laboratory protocols. It evaluates dual-use biological knowledge relevant to bioweapons development.
Updated Aug 11, 2026
Models1
Model coverage1
MetricScore
EvidenceB
Virology Capabilities Test Ranking
Higher score ranks better on this benchmark.
| 01 | XA | 61.0% | 100.0% | 1 | C |
Virology Capabilities Test Highlights
The leading models and scores on this benchmark.
What is Virology Capabilities Test?
What Virology Capabilities Test measures and how its scores work.
Virology Capabilities Test (VCT) is an expert-level multiple-choice benchmark measuring the capability to troubleshoot complex virology laboratory protocols. It evaluates dual-use biological knowledge relevant to bioweapons development.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Virology Capabilities Test
- Modality
- text
- Primary category
- safety
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- vct|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about Virology Capabilities Test.
Which model scores highest on Virology Capabilities Test?
Grok-4.1 Thinking is currently ranked first with 61.0%.
What does Virology Capabilities Test measure?
Virology Capabilities Test (VCT) is an expert-level multiple-choice benchmark measuring the capability to troubleshoot complex virology laboratory protocols. It evaluates dual-use biological knowledge relevant to bioweapons development.
Is a higher score better?
Yes. Higher values rank better for this benchmark.
How many models are compared?
1 model results are currently shown.
Does this benchmark affect the overall score?
No. This benchmark is shown for reference but does not contribute to the overall score.