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garak VS Launchprep.dev

Compare garak VS Launchprep.dev and see what are their differences

garak

garak is an open-source LLM vulnerability scanner, with dozens of plugins and thousands of prompts that test large language model security.

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Alternatives Is it good?
Launchprep.dev

290 checks before you launch — leaked keys, open databases, runaway cloud bills, GDPR. Runs only the ones your app can fail, and names every one it skipped. 117 free.

Rating
0 reviews
Alternatives Is it good?
PromptBrake
Automated AI security testing for agents, chatbots, and APIs. Find prompt injection, data leaks, and unsafe behavior before launch. sponsored

Which is more popular?

AI popularity
100% vs 0%
alternatives listed
4 vs 4

Base details

Website, pricing, platforms and company facts side by side.

garak
Launchprep.dev
Website garak.ai launchprep.dev
Pricing —
Official pricing
Company — 2026
Listed in
LLM LLM Vulnerabilities Vulnerability Scanner Cyber Security Web Application Security AI +3
Security & Privacy GDPR Compliance Launch Management Cyber Security Security Privacy Governance, Risk And Compliance Privacy Policy Web Application Security +6

About garak and Launchprep.dev

In their own words, as submitted to SaaSHub.

garak
Launchprep.dev

No description of garak yet.

Launchprep is a CLI pre‑launch scanner built for apps created with AI coding tools like Cursor, Claude Code, Lovable, v0, Bolt and Replit. Instead of a generic security audit, it runs 290 targeted checks for launch readiness: secrets and API keys, database exposure, authorization and...

Read more about Launchprep.dev

Features and specs

What each product offers, as listed by its team.

garak 5 features
Launchprep.dev 0 features
  • Open-source and free
    Garak is an open-source LLM vulnerability scanner, making it accessible without licensing costs and allowing community contributions and transparency into how tests are conducted.
  • Comprehensive vulnerability probes
    It includes a wide range of probes for testing prompt injection, jailbreaks, data leakage, toxicity generation, hallucination, and other known LLM failure modes, giving broad coverage for security and safety testing.
  • Extensible framework
    Garak is designed to be modular, allowing users to write custom probes, detectors, and generators to test specific models or scenarios relevant to their use case.
  • Supports multiple LLM backends
    It can interface with various model providers and local models, making it flexible for testing different types of LLM deployments including API-based and self-hosted models.
  • Useful for red-teaming and compliance
    The tool helps organizations proactively identify weaknesses before deployment, which can support responsible AI practices and compliance with emerging AI safety regulations.

No features have been listed yet.

Category popularity

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

Score bands 0–20 21–40 41–50 51–60 61–100
garak
Launchprep.dev
100% 100%
AI
0% 0%
0% 0%
GDPR Compliance
100% 100%
100% 100%
Vulnerability Scanner
0% 0%
0% 0%
Security & Privacy
100% 100%

User comments

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Alternatives to garak and Launchprep.dev

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