AI · alternatives · 2026
24 alternatives to Prompt Fuzzer
OSS vulnerability assessment to secure your GenAI Apps
Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. Prompt Fuzzer launched in 2024; newer entries below may have overtaken it.
- 1
AI that answers Security Questionnaires & RFP like you would
Sep 2025 · app.sprinto.com · its alternatives →
- 2
Scan any LLM chatbot for vulnerabilities
Apr 2026 · github.com · its alternatives →
- 3AF
We’ve built an AI risk assessment tool designed specifically for GenAI/LLM applications. It's still early, but we’d love your feedback. Here’s what it does: 1. it performs comprehensive AI risk assessments by analyzing your codebase against different AI regulation/framework or even internal policies. It identifies potential issues and suggests fixes directly through one click PRs. 2. the first framework the platform supports is OWASP Top 10 for LLM Applications 2025, upcoming framework will be ISO 42001 as well as custom policy documents. 3. we're a small, early stage team, so the…
2025 · gettavo.com · its alternatives →
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Perfai Security▲291Find & fix live vulnerabilities in Vibe Apps with 1-prompt.
Jul 2026 · perfai.ai · its alternatives →
- 6
traceAI▲273Open-source LLM tracing that speaks GenAI, not HTTP.
Apr 2026 · github.com · its alternatives →
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- 10
The ultimate workflow enhancement for prompt engineering
2023 · its alternatives →
- 11
Generative Engine Optimization (GEO) tool to appear in AI
2025 · promptmonitor.io · its alternatives →
- 12PA
Even if you're not a Prompt whiz, you can still get top-notch results just like the pros. This Product will handle internally handle boring And Cognitively demanding prompt Engineering. Just pick a service, fill in the keywords, and get the desired result! Open Source , Free , Privacy Friendly , Crowd Source Prompts, No Login Required. You can submit Features(https://prompt-apps.canny.io/feature-requests?sort=top) and Prompts (https://prompt-apps.canny.io/prompt-conversion?sort=top)
2023 · chatgpt-prompt-apps.com · its alternatives →
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Find AI vulnerabilities before hackers do
Mar 2026 · promptbrake.com · its alternatives →
- 15
Evaluate risks AI tools and MCPs to embrace AI confidently✨
2025 · prompt.security · its alternatives →
- 16
Enterprise AI Prompt Engineering with Multi-LLM + MCP
2025 · github.com · its alternatives →
- 17IM
2024 · github.com · its alternatives →
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Prompt Bin▲12Create, share, manage, easily access & search GenAI prompts.
2025 · promptbin.ai · its alternatives →
- 20
Free AI security labs - learn, attack, and defend LLMs
Feb 2026 · prompttrace.airedlab.com · its alternatives →
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Real-time intelligence on emerging GenAI vulnerabilities
2025 · 0din.ai · its alternatives →
- 23
VizPy▲27Turn prompt failures into executable rules — for AI agents
Mar 2026 · vizpy.vizops.ai · its alternatives →
- 24AR
Hi HN, I built this open-source LLM red teaming tool based on my experience scaling LLMs at a big co to millions of users... and seeing all the bad things people did. How it works: - Uses an unaligned model to create toxic inputs - Runs these inputs through your app using different techniques: raw, prompt injection, and a chain-of-thought jailbreak that tries to re-frame the request to trick the LLM. - Probes a bunch of other failure cases (e.g. will your customer support bot recommend a competitor? Does it think it can process a refund when it can't? Will it leak your user's address?) -…
2024 · promptfoo.dev · its alternatives →
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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →