safety benchmark
Siren AgentDojo Attack Success Rate Leaderboard
Siren AgentDojo evaluates tool-using agents under adversarial prompt-injection attacks using attack success rate.
Updated Sep 5, 2026
Models1
Model coverage1
MetricScore
EvidenceB
Siren AgentDojo Attack Success Rate Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelME | Score28.40% | Percentile100.00% | Participants1 | EvidenceC | Evaluated |
Siren AgentDojo Attack Success Rate Highlights
The leading models and scores on this benchmark.
The Top AI Models for Siren AgentDojo Attack Success Rate
The first five results on this benchmark, with official price and output speed added where the model identity can be matched.
Ranking basisThis siren agentdojo attack success rate AI model leaderboard uses descending score in the benchmark original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01MEMeta
- Score
- 28.40%
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures Siren AgentDojo Attack Success Rate, not total model capability
Selection summary
Best AI Models for Siren AgentDojo Attack Success Rate
Muse Glimmer-30B currently leads Siren AgentDojo Attack Success Rate with 28.40%. 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 Siren AgentDojo Attack Success Rate?
What Siren AgentDojo Attack Success Rate measures and how its scores work.
Siren AgentDojo is a safety benchmark for evaluating tool-using agents under adversarial prompt-injection attacks.
It measures attack success rate as a ratio; lower is better.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Siren AgentDojo Attack Success Rate
- 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 Siren AgentDojo Attack Success Rate.
Which model scores highest on Siren AgentDojo Attack Success Rate?
Muse Glimmer-30B is currently ranked first with 28.40%.
What are the top three models on Siren AgentDojo Attack Success Rate?
The current leaders are Muse Glimmer-30B (28.40%).
Which Siren AgentDojo Attack Success Rate model has the lowest official input price?
No matched official input price is currently available.
Which models are fastest among Siren AgentDojo Attack Success Rate results?
No matched runtime record is currently available.
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.