safety benchmark
Virology Capabilities Test Leaderboard
Virology Capabilities Test (VCT) is an expert-level multiple-choice benchmark on troubleshooting complex virology laboratory protocols.
Updated Oct 23, 2026
Models2
Model coverage2
MetricScore
EvidenceB
Virology Capabilities Test Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelXA | Score63.00% | Percentile100.00% | Participants2 | EvidenceC | Evaluated |
| Rank02 | ModelXA | Score61.00% | Percentile0.00% | Participants2 | EvidenceC | Evaluated |
Virology Capabilities Test Highlights
The leading models and scores on this benchmark.
Virology Capabilities Test Score Distribution
A closer view of the leading scores on this benchmark.
The Top AI Models for Virology Capabilities Test
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
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.
It measures the capability to troubleshoot complex virology laboratory protocols and 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
- overall
LLM Stats. 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 4.7 is currently ranked first with 63.00%.
What are the top three models on Virology Capabilities Test?
The current leaders are Grok 4.7 (63.00%) and Grok-4.1 Thinking (61.00%).
Which Virology Capabilities Test model has the lowest official input price?
Grok 4.7 has the lowest matched official input price at $2.0 input / $6.0 output per 1M tokens.
Which models are fastest among Virology Capabilities Test results?
The fastest matched records are Grok-4.1 Thinking (80.00 tok/s via xAI).
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.