Agent safety and security / Benchmark leaderboard
AgentHarm
Harmful multi-step agent requests and refusal/behavioral robustness.
No published company result yet.
This benchmark is in the research directory. Its task package, adapter and grading protocol need qualification before a hosted run can be offered.
Arrange an evaluation for your company →What this benchmark measures
Metrics
Benchmark harm/completion scores and benign counterpart performance.
Execution requirements
Agent using the benchmark tool harness.
Scope and limitations
This is a harmful-request evaluation, not specifically a prompt-injection benchmark; use the published release subset.
Evaluation availability
Catalog entry. Request a managed evaluation to qualify your agent interface and the benchmark’s native grading requirements.
Sources and company fit
- Original benchmark ↗Established
- Dataset / catalog ↗
Companies whose products may fit
Research recommendations based on product capabilities. These companies have not necessarily run this benchmark or integrated with Blobfish.
Compatibility notes for each company
Anthropic: Capability-aligned; adapter/access to qualify
Google DeepMind: Capability-aligned; adapter/access to qualify
HiddenLayer: Capability-aligned; adapter/access to qualify
Lakera: Capability-aligned; adapter/access to qualify
Mistral: Capability-aligned; adapter/access to qualify
OpenAI: Capability-aligned; adapter/access to qualify