promptfoo

Red-teams and evaluates LLM prompts, agents, and RAG pipelines for vulnerabilities and quality.

Desktopfreemiumglobal

promptfoo tests prompts, AI agents, and RAG pipelines through red-teaming, pentesting, and vulnerability scanning for AI applications, with simple declarative configs that run from the command line or CI/CD, comparing the performance of models like GPT, Claude, Gemini, and DeepSeek. It's used internally by OpenAI and Anthropic.

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Behind the summary, Matchbox keeps a richer profile of promptfoo - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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