reasoning benchmark
CloningScenarios
CloningScenarios is an expert-level multi-step reasoning benchmark about difficult genetic cloning scenarios in multiple-choice format. It evaluates dual-use biological knowledge relevant to bioweapons development.
Updated Aug 11, 2026
Models1
Model coverage1
MetricScore
EvidenceB
CloningScenarios Ranking
Higher score ranks better on this benchmark.
| 01 | XA | 46.0% | 100.0% | 1 | C |
CloningScenarios Highlights
The leading models and scores on this benchmark.
What is CloningScenarios?
What CloningScenarios measures and how its scores work.
CloningScenarios is an expert-level multi-step reasoning benchmark about difficult genetic cloning scenarios in multiple-choice format. 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
- CloningScenarios
- Modality
- text
- Primary category
- reasoning
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- cloningscenarios|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about CloningScenarios.
Which model scores highest on CloningScenarios?
Grok-4.1 Thinking is currently ranked first with 46.0%.
What does CloningScenarios measure?
CloningScenarios is an expert-level multi-step reasoning benchmark about difficult genetic cloning scenarios in multiple-choice format. 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.