safety benchmark
Siren AgentDojo Utility Leaderboard
Siren AgentDojo evaluates tool-using agents under adversarial prompt-injection attacks. This metric reports utility on the assigned tasks.
Updated Aug 17, 2026
Models1
Model coverage1
MetricScore
EvidenceB
Siren AgentDojo Utility Ranking
Higher score ranks better on this benchmark.
Sort by
Rank | Model | Score | Percentile | Participants | Evidence | Evaluated |
|---|
| Rank01 | ModelME | Score94.2% | Percentile100.0% | Participants1 | EvidenceC | Evaluated |
Siren AgentDojo Utility Highlights
The leading models and scores on this benchmark.
The Top AI Models for Siren AgentDojo Utility
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 utility AI model leaderboard uses descending score in the benchmark's original unit. The leaderboard ranking keeps matched price and speed data separate from benchmark evidence.
- 01MEMuse Glimmer-30BMeta
- Score
- 94.2%
Strengths
- Ranks #1 of 1 compared models
- 100th percentile on this benchmark
- C evidence result
Considerations
- This result measures Siren AgentDojo Utility, not total model capability
Selection summary
Best AI Models for Siren AgentDojo Utility
Muse Glimmer-30B currently leads Siren AgentDojo Utility with 94.2%. 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 Utility?
What Siren AgentDojo Utility measures and how its scores work.
Siren AgentDojo evaluates tool-using agents under adversarial prompt-injection attacks. This metric reports utility on the assigned tasks.
Scores are shown in ratio. This benchmark is not independently verified and has an evidence level of B.
- Family
- Siren AgentDojo Utility
- Modality
- text
- Primary category
- safety
- Score direction
- higher
- LLMBoard eligible
- No
- Evaluation key
- siren-agentdojo-utility|llm-stats-current
Benchmark scores retain their original unit. Overall score eligibility is shown separately.
FAQ
Common questions about Siren AgentDojo Utility.
Which model scores highest on Siren AgentDojo Utility?
Muse Glimmer-30B is currently ranked first with 94.2%.
What does Siren AgentDojo Utility measure?
Siren AgentDojo evaluates tool-using agents under adversarial prompt-injection attacks. This metric reports utility on the assigned tasks.
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.