Should I Ship vs ZeroLeaks: Which is Better in 2026?
A comprehensive comparison of Should I Ship and ZeroLeaks covering features, pricing, use cases, and which tool is the right choice for your needs.
⚡ Quick Verdict
Choose Should I Ship if:
- →You want a free tier to get started without commitment
- →You want more affordable paid plans (from $10/mo)
- →You need a broader feature set (8 features vs 6)
- →You need npx should-i-ship scan — runs locally, source stays on your machine or unlimited free re-scans while you fix issues
Choose ZeroLeaks if:
- →You need attack agents that plan, execute and validate in minutes or probe library built from real documented exploits
ChatGPT already recommends Should I Ship or ZeroLeaks. Does it recommend yours?
If you're building an AI tool, run a free AI-visibility scan on your own product — we ask ChatGPT across 5 prompt angles and score how often you get named. ~30 seconds, no signup, no card.
Should I Ship vs ZeroLeaks: At a Glance
Pricing Comparison: Should I Ship vs ZeroLeaks
Understanding the pricing differences between Should I Ship and ZeroLeaks is crucial for making the right choice. Here's how their plans compare side by side.
ZeroLeaks Pricing
💡 Pricing takeaway: Should I Ship has an edge with a free tier, letting you start without commitment. Compare the specific plans to find the best value for your use case.
Feature-by-Feature Comparison
Here's how every feature from Should I Ship and ZeroLeaks stacks up.
What Makes Each Tool Unique
🔵 Unique to Should I Ship
Features available in Should I Ship but not in ZeroLeaks:
- ✓npx should-i-ship scan — runs locally, source stays on your machine
- ✓Unlimited free re-scans while you fix issues
- ✓Top 3 findings free with details and fixes; the rest locked by severity
- ✓$10 one-time unlock for every issue, exact files, and fix suggestions
- ✓AI repair prompts and a shareable report in the paid unlock
- ✓--no-upload flag for fully local scans
- ✓Markdown plus JSON output
- ✓Free browser preview for public repos
🟣 Unique to ZeroLeaks
Features available in ZeroLeaks but not in Should I Ship:
- ✓Attack agents that plan, execute and validate in minutes
- ✓Probe library built from real documented exploits
- ✓Coverage across prompts, tools, MCP servers and RAG
- ✓GitHub PR merge gates on behaviour changes
- ✓Guided remediation with hardening validation
- ✓Severity-ranked, exportable audit-ready reports
Use Case Recommendations
Best for: Should I Ship
Should I Ship is a CLI-first launch-readiness scanner aimed at apps built with AI assistance. The premise is blunt: you built it with AI, and it checks whether it is safe to put in front of real users. The main product runs in the terminal — npx should-i-ship@latest scan from your project folder — with source code staying local and results written as Markdown plus JSON. The free scan is unlimited and can be re-run as often as you like while you fix things; it shows the top three findings ranked by severity with details and fixes, and locks the rest by severity and category. When you want the full diagnosis, you generate an unlock link and pay $10 once for the complete report: every issue, exact file locations, fix suggestions, AI repair prompts, and a shareable report. Crucially, the paid unlock uploads findings metadata only — findings, referenced file paths, scores, counts, and scan metadata — and explicitly not source code, file contents, environment variables, or ignored files, and a --no-upload flag exists for scans that should stay entirely local. There is also a free browser preview that scans a small public slice of a public repo for a fast read on the rules before installing anything. The vendor publishes aggregated, sanitized signal from stored previews showing that most scanned apps are not clean, with common findings being hardcoded credentials, API routes missing authentication, absent rate limiting, and partial input validation.
Ideal use cases:
- •Teams or individuals who need npx should-i-ship scan — runs locally, source stays on your machine
- •Teams or individuals who need unlimited free re-scans while you fix issues
- •Teams or individuals who need top 3 findings free with details and fixes; the rest locked by severity
- •Teams or individuals who need $10 one-time unlock for every issue, exact files, and fix suggestions
- •Anyone focused on cli workflows
- •Anyone focused on security workflows
Best for: ZeroLeaks
ZeroLeaks runs continuous red-team scans against AI agents, endpoints and MCP tools, looking for prompt injection, data leakage and unsafe actions — then re-tests to verify each fix actually closed the hole. You point it at a system prompt, a live agent endpoint or a set of tool definitions, and a team of specialised attack agents plans, executes and validates attacks in minutes. The probe library is the differentiator: it is grounded in thousands of documented real-world prompt leaks and jailbreaks catalogued by the team behind a 100k-plus-star repository, rather than a synthetic checklist that gets stale the week after it ships. Coverage spans prompts, tool calls, MCP servers, RAG pipelines and extended multi-turn conversations, which is where a lot of injection actually lands. The CI/CD path is what makes it a testing tool rather than an audit: connect a repository and every pull request that changes agent behaviour gets scanned, with findings posted as checks and merge gates so risk cannot reach production silently. Every finding ships with reproducible evidence, a severity ranking and guided remediation, plus hardening validation to prove the vulnerability is closed rather than merely flagged. Reports export to PDF for security and compliance review. The pricing stance is unusual and deliberate: scans are unlimited on every plan, so testing more often never costs more — the meter is on seats and features, not diligence. Pro, Team and Business all check out self-serve with no demo wall.
Ideal use cases:
- •Teams or individuals who need attack agents that plan, execute and validate in minutes
- •Teams or individuals who need probe library built from real documented exploits
- •Teams or individuals who need coverage across prompts, tools, mcp servers and rag
- •Teams or individuals who need github pr merge gates on behaviour changes
- •Anyone focused on security workflows
- •Anyone focused on red-teaming workflows
🛡️ Other AI Security & Testing Tools to Consider
Should I Ship and ZeroLeaks aren't the only options. Here are other popular tools in the same space:
Lineation
Security control plane for AI agents — zero-trust agent identity, LLM and MCP gateways, policy-as-code, and prompt-injection defense
Axtary
Payload-bound authorization for AI agents — human approval is cryptographically tied to the exact action, so a changed payload is denied
Tracecat
Open-source SOAR for AI-native security teams — agents, cases, and workflows with human approval gates
Trestle
Local secret scanner with an MCP server so coding agents check their own output
Agentmetry
Local, open-source flight recorder that tags AI agent activity with MITRE ATT&CK
Bot Butcher
LLM-based spam classification API for contact forms — a reCAPTCHA alternative with no visitor friction
Is one of these your tool?
This page ranks for "Should I Ship vs ZeroLeaks" — buyers comparing the two land here, and ChatGPT and Perplexity cite it. Claim your listing for $19 one-time — no subscription, nothing to cancel — and get a Featured badge, top placement in your category, and a permanent dofollow backlink. Prefer it ongoing? Monthly is one click away on the next page.
Frequently Asked Questions
Is Should I Ship better than ZeroLeaks?
It depends on your needs. Should I Ship offers 8 key features including npx should-i-ship scan — runs locally, source stays on your machine and Unlimited free re-scans while you fix issues, while ZeroLeaks provides 6 features including Attack agents that plan, execute and validate in minutes and Probe library built from real documented exploits. Should I Ship uses a freemium model with a free tier, while ZeroLeaks is paid. Choose based on which features and pricing model align with your requirements.
Is Should I Ship cheaper than ZeroLeaks?
Should I Ship is cheaper, starting at $10/month compared to ZeroLeaks's $79/month. Should I Ship offers a free tier, making it easier to get started. Always check the official websites for the most current pricing.
Can I use Should I Ship and ZeroLeaks together?
Yes, many users combine Should I Ship and ZeroLeaks in their workflow. Should I Ship excels at npx should-i-ship scan — runs locally, source stays on your machine, while ZeroLeaks shines with attack agents that plan, execute and validate in minutes. Using both allows you to leverage the strengths of each tool, though this means managing two subscriptions — though free tiers can help manage costs.
What's the main difference between Should I Ship and ZeroLeaks?
While both are ai security & testing tools, Should I Ship emphasizes npx should-i-ship scan — runs locally, source stays on your machine, whereas ZeroLeaks is known for attack agents that plan, execute and validate in minutes. The best choice depends on your specific workflow and feature priorities.
Learn More
📬 Get the best new AI tools delivered weekly
One concise email with fresh launches, trending picks, and featured standouts.