safety benchmark
WMDP Leaderboard
WMDP is a multiple-choice benchmark on dual-use biology, chemistry, and cyber knowledge.
Updated Sep 5, 2026
Models1
Model coverage1
MetricScore
EvidenceB
WMDP Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelXA | Score84.00% | Percentile100.00% | Participants1 | EvidenceC | Evaluated |
WMDP Highlights
The leading models and scores on this benchmark.
The Top AI Models for WMDP
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis wmdp AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01XAxAI
- Score
- 84.00%
- Speed
- Up to 80.00 tok/s via xAI
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures WMDP, not total model capability
Selection summary
Best AI Models for WMDP
Grok-4.1 Thinking currently leads WMDP with 84.00%. 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 WMDP?
What WMDP measures and how its scores work.
WMDP is a safety benchmark covering dual-use biology, chemistry, and cyber knowledge.
It measures a model's capacity to enable malicious actors to design, synthesize, acquire, or use chemical, biological, radiological, or nuclear (CBRN) weapons.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- WMDP
- 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 WMDP.
Which model scores highest on WMDP?
Grok-4.1 Thinking is currently ranked first with 84.00%.
What are the top three models on WMDP?
The current leaders are Grok-4.1 Thinking (84.00%).
Which WMDP model has the lowest official input price?
No matched official input price is currently available.
Which models are fastest among WMDP 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.