Virology Capabilities Test

Name: Virology Capabilities Test Leaderboard — AI Model Scores
Creator: LLM Stats
License: https://llm-stats.com/legal/terms-of-service

Paper

Progress Over Time

Interactive timeline showing model performance evolution on Virology Capabilities Test

State-of-the-art frontier

Open

Proprietary

Virology Capabilities Test Leaderboard

1 models

				Context	Cost	License
1	Grok-4.1 Thinking xAI		—	—	—

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About this benchmark

What is 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.

Virology Capabilities Test is a text benchmark evaluating models on safety and healthcare tasks. LLM Stats tracks 1 models on this benchmark, scored on a 0–1 scale. The current average is 0.6, with the leader at 0.6.

Compare leaders on the best AI for safety and best AI for healthcare leaderboards.

Current leaders

Grok-4.1 Thinking from xAI currently leads the Virology Capabilities Test leaderboard with a score of 0.610 across 1 evaluated AI models.

Grok-4.1 ThinkingxAI61.0%

FAQ

Common questions about the Virology Capabilities Test benchmark and leaderboard.

What is the Virology Capabilities Test benchmark?

What is the Virology Capabilities Test leaderboard?

The Virology Capabilities Test leaderboard ranks 1 AI models based on their performance on this benchmark. Currently, Grok-4.1 Thinking by xAI leads with a score of 0.610. The average score across all models is 0.610.

What is the highest Virology Capabilities Test score?

The highest Virology Capabilities Test score is 0.610, achieved by Grok-4.1 Thinking from xAI.

How many models are evaluated on Virology Capabilities Test?

1 models have been evaluated on the Virology Capabilities Test benchmark, with 0 verified results and 1 self-reported results.

Where can I find the Virology Capabilities Test paper?

The Virology Capabilities Test paper is available at https://arxiv.org/abs/2504.16137. The paper details the methodology, dataset construction, and evaluation criteria.

What categories does Virology Capabilities Test cover?

Virology Capabilities Test is categorized under safety and healthcare. The benchmark evaluates text models.

How recent are the Virology Capabilities Test leaderboard results?

The Virology Capabilities Test leaderboard was last updated in August 2026 and currently includes 1 evaluated models.