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Compared

MLReps and Snyk

Does MLReps replace our security scanner? Both will tell you about a hard-coded credential and about code that reaches a dangerous call. The security surface MLReps covers is narrow by comparison, and it is not a replacement for dependency scanning.

All comparisons

What Snyk is

Snyk is a developer security platform: static analysis of your own code, dependency and licence scanning, container and infrastructure-as-code checks, secret detection and API testing.

“AI-native and agentic platform”

Snyk’s own page: https://snyk.io/product/, read 2026-11-08

What Snyk does that MLReps does not

  • Known vulnerabilities in your dependencies, with the fix, which needs a vulnerability database and the work of keeping it current. MLReps has no vulnerability database and does not scan dependencies for known advisories.

    snyk.io, read 2026-11-08

  • Container image and infrastructure-as-code scanning, neither of which MLReps looks at.

    snyk.io, read 2026-11-08

  • Testing of running APIs and web applications from the outside.

    snyk.io, read 2026-11-08

What MLReps does that Snyk does not present as its job

  • A credential written into source, and a dangerous call reached by a route, placed in the system rather than in a list: which routes reach it, what else it touches, and how much of the repository the scan could not read.

    What fast-written code leaves behind

  • An honest statement of what did not run. A rule that could not run on a region of your code is reported as not run, never folded into a clean count.

    How it works

  • The architecture the finding sits in, which is usually the thing that decides whether it matters.

    The architecture it reads

When to use both

A dependency scanner is not optional and MLReps is not one. Run Snyk for known vulnerabilities, dependencies, containers and infrastructure; read MLReps for where the code that matters sits in your system and what reaches it.

How to check this page

Every claim above about Snyk links the page it came from and the date it was read. Products change; if one of these is out of date, the link is how you will see that before we do.

The claims about MLReps are checkable a different way: the reports on public repositories are the output itself, on projects nobody chose for us.

Reports on public repositories

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