PromptRAID

At a glance

• Editor score
  7.0 / 10
• Pricing
  Open source
• Best for
  CLI users testing prompt robustness
• Paid from
  Free
• Prompt injection tests
  Yes
• Facts checked
  21 Sep 2026

• Where it wins

  • Mutates payloads across several prompt-attack techniques
  • Maps tests to MITRE ATLAS techniques
  • Exports JSON and HTML reports with transcript verdicts

• Where it doesn't

  • Self-hosted deployment requires local installation
  • Runs on Windows and Linux only
  • Data-leakage testing has no mutation generator yet

Our verdict on PromptRAID

PromptRAID is an open-source Python command-line framework for security researchers and developers evaluating prompt-injection resilience in LLM-based agents. It generates payload variants, runs them through supported model providers, judges transcripts, stores results, and exports reports. The self-hosted tool is designed for teams that want a repeatable CLI workflow rather than a hosted testing service.

Its main strength is the breadth of its testing workflow. Payload mutation covers encoding, role-play, delimiter-breaking, and indirect tool-output techniques, while MITRE ATLAS mapping adds a structured taxonomy for organizing test coverage. Transcript judging separates success, partial-compliance, refusal, and inconclusive outcomes, giving teams more than a simple pass-or-fail result. SQLite persistence keeps run and per-payload results available for later review, and JSON and HTML exports support different reporting needs.

PromptRAID also fits a multi-provider evaluation process through its harness for Anthropic, Google Gemini, Groq, Cerebras, and OpenRouter. The command-line interface covers taxonomy, mutation, judging, runs, demos, and reports, with installation through pipx or a Python virtual environment. Its focus is narrower than a full AI security testing suite: the documented scope covers prompt-injection and jailbreak testing, while the data-leakage taxonomy has no mutation generator yet. Teams wanting provider-agnostic, locally controlled CLI testing should consider PromptRAID; organizations seeking hosted deployment, broader platform coverage, or data-leakage mutation should look for a different tool.

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PromptRAID pricing

PromptRAID fact sheet

PromptRAID integrations

PromptRAID lists 5 integrations on its own site.

• Anthropic
• Google Gemini
• Groq
• Cerebras
• OpenRouter

Alternatives to PromptRAID

• PromptGuardBroad AI security testing with flexible deployment and a low-cost paid entry tier.9.3
• Akto Agentic Red TeamingBroad AI security testing for enterprise agent and API security teams.9.1
• MindgardA broad AI risk platform spanning discovery, testing, protection, and remediation.9.0

See all PromptRAID alternatives →

Featured on iTechGuides

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Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026

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Last updated 7 Oct 2026 · How we research and update