
Promptfoo
PromptBrake
Giskard.ai
DragonSec.io
Mindgard.ai
Pyrit
Snyk
garak is an open-source LLM vulnerability scanner, with dozens of plugins and thousands of prompts that test large language model security.

Mira - Code Review
Open Code Review
Gito
Mneme HQ
qodo.ai
Repowise
LiveReview
DiffCue is a native macOS app that explains your uncommitted git diffs, whether you wrote them or an AI agent did, and lets you question each hunk before you push or open a PR.
Which is more popular?
Website, pricing, platforms and company facts side by side.
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| Website | garak.ai | diffcue.com |
| Pricing | — | |
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What each product offers, as listed by its team.


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How often each product is chosen within a category, 0–100% relative to the other.


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Open-source AI code review for pull requests. Catch bugs, security issues, and style drift before they reach main. Self-host free, or use the enterprise license.
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Automated AI security testing for agents, chatbots, and APIs. Find prompt injection, data leaks, and unsafe behavior before launch.
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Open-source & Collaborative Quality Testing for AI models
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