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How I Evaluate AppSec Tools: My Methodology

Suphi Cankurt

Written by Suphi Cankurt

Key Takeaways
  • AppSec Santa evaluates 215+ application security tools across 11 categories (SAST, SCA, DAST, IAST, RASP, AI Security, API Security, IaC Security, ASPM, Mobile Security, Container Security) using six qualitative dimensions.
  • Every tool page is reviewed at least once per quarter, with major product updates, acquisitions, or pricing changes triggering immediate updates โ€” each page displays its last updated date.
  • Reviews are editorially independent. Any commercial relationships the site has are disclosed on the pages where they apply and do not influence rankings, placement, or assessments.
  • Tools are included only if they are publicly available, actively maintained within the last 18 months, and directly help secure application code, dependencies, or runtime behavior.
  • All content is written by Suphi Cankurt with years of application security experience.

Why this page exists

Most tool comparison sites never explain how they decide what to include or how they evaluate products. That makes it hard to trust anything they say.

This page lays out how AppSec Santa works: how tools get selected, what I look at when evaluating them, how information stays current, and where my biases are.

If you are making purchasing decisions based on what you read here, you deserve to know how the sausage gets made.


How tools get selected

AppSec Santa covers 11 categories of application security tools: SAST, SCA, DAST, IAST, RASP, AI Security, API Security, IaC Security, ASPM, Mobile Security, and Container Security.

A tool gets included if it meets all of the following:

  1. It is an application security tool. Network scanners, endpoint protection, and SIEM tools are out of scope. The tool must directly help secure application code, dependencies, or runtime behavior.

  2. It is publicly available. The tool must be downloadable or accessible through a public signup process. Private beta products are excluded until they launch publicly.

  3. It is actively maintained. The tool must have had a meaningful update (feature release, security patch, or documentation update) within the last 18 months. Abandoned projects are listed with a “deprecated” label rather than removed entirely, since some teams still use them.

  4. It serves the target audience. The readers I write for are developers, security engineers, and engineering managers. Tools that are only usable by a narrow specialist audience (e.g., hardware security modules) are excluded.

Tools that have been acquired, renamed, or deprecated are kept on the site with appropriate labels. This matters because teams searching for the old name need to find out what happened.


Evaluation dimensions

I evaluate every tool across six dimensions. These are not weighted scores or star ratings.

They are qualitative assessments based on hands-on experience, vendor docs, community feedback, and public benchmarks.

Core detection capability

What does the tool actually find, and how well does it find it? For SAST, that means data flow analysis depth and rule coverage.

For DAST, crawl completeness and attack payload coverage. For SCA, vulnerability database freshness and reachability analysis.

Where public benchmarks exist, I reference them: the OWASP Benchmark for SAST and IAST and the DAST Benchmark project for dynamic scanners.

Language and framework support

Which languages, frameworks, and package managers does the tool support? This seems straightforward, but the differences between tools are huge.

A SAST tool claiming “Java support” might mean basic rule matching, or it might mean deep inter-procedural data flow analysis with Spring framework awareness. I try to clarify the depth, not just the breadth.

CI/CD and developer integration

How easily does the tool fit into existing development workflows? IDE plugins, CLI tools, GitHub Actions and GitLab CI support, PR commenting, quality gate configuration.

A tool that developers never see the output from is a tool that does not get used.

Pricing and licensing

I list the license type (open-source, freemium, commercial) and provide pricing context where publicly available. Many enterprise tools do not publish pricing, so I note what is available and recommend contacting the vendor for a quote.

Pricing information comes from public sources and vendor documentation. Any commercial relationships the site has are disclosed on the pages where they apply.

Community and ecosystem

For open-source tools, I look at GitHub stars, contributor count, release frequency, and issue response times. For commercial tools, I look at peer review sites like G2 and PeerSpot alongside practitioner discussions on Reddit and Hacker News.

An active community matters because it means bugs get reported and fixed faster.

Enterprise readiness

Does the tool scale? What compliance certifications does it hold?

SSO, RBAC, audit logging? These features matter for teams operating at scale, even if they are irrelevant for a five-person startup.


My research process

For each tool, the process looks roughly the same.

I start with the vendor’s own documentation: product pages, release notes, technical docs. That is the baseline for understanding what the tool claims to do.

For open-source tools and tools with free tiers, I install and run the tool against test applications. There is no substitute for actually using the thing.

Setup complexity, scan speed, finding quality, and how it feels in a developer’s workflow all become clear pretty quickly.

I also read what real users are saying. GitHub issues, community forums, G2, PeerSpot, Reddit.

Vendor docs tell you what a tool is supposed to do. User feedback tells you what it actually does.

I do not use analyst rankings (Gartner Magic Quadrant, Forrester Wave, etc.) as a criterion for tool recommendations. Those reports are paywalled, vendor-funded, and reflect procurement priorities for Fortune 500 buyers rather than the day-to-day tradeoffs developers face. My recommendations rely on first-party criteria: license, language coverage, integration ecosystem, developer experience, and what users actually report.

Occasionally I reach out to vendors directly for clarification on specific features or roadmap items. When I do, I note it.

I do not run comprehensive benchmarks of every tool in every configuration. That is not feasible for a site covering 215+ tools. What I can offer is informed, experience-based assessments that help readers narrow their shortlist.

I use AI tools to assist with research, drafting, and code. All content goes through fact-checking and editorial review before publishing.


Update cadence

Information about security tools goes stale fast. Vendors ship updates, change pricing, get acquired, or deprecate features.

A comparison article from 18 months ago can be meaningfully wrong today.

Every tool page gets reviewed at least once per quarter. I check for new versions, feature changes, and pricing updates.

Major changes trigger immediate updates. When Synopsys sold its software integrity group and Black Duck became its own company, those pages got updated right away.

Same for product launches and significant pricing changes.

Every page shows its “last updated” date. If you see a page that has not been updated in more than six months, treat its information with appropriate skepticism.

When content changes affect recommendations, I note it in the page body (e.g., “Note: ZAP moved from OWASP to the Software Security Project in October 2024, with Checkmarx as its founding sponsor”).


About the author

AppSec Santa is written and maintained by Suphi Cankurt.

I spent years on the vendor side of application security: DAST at Netsparker and then Invicti, and ASPM at Kondukto. That background shaped how I look at tools โ€” I have seen how buyers compare products, where vendor marketing leaves gaps, and what actually matters once a team is using a scanner day to day. I now work on AppSec Santa full-time.

That hands-on experience is the foundation for the assessments published here. I have worked directly with many of the tools reviewed on this site, both as a user and in conversations with competing vendors during procurement.

I am not collecting certifications to pad a resume. I built this site because I kept wishing something like it existed when I was comparing tools myself.


Conflict of interest policy

Claiming perfect objectivity would be dishonest. What I can do is be transparent about where my biases might be.

Reviews are editorially independent. No vendor has ever paid for a review, for favorable coverage, or to change an opinion on this site, and none ever will.

If AppSec Santa has any commercial relationship that could reasonably be seen as a conflict of interest โ€” for example, affiliate links, sponsored placements, or paid partnerships โ€” it is disclosed on the pages where it applies. Commercial relationships do not influence rankings or assessments.

When I test commercial tools, I use publicly available free tiers, trial accounts, or my own purchased licenses.

If a vendor believes their product is described inaccurately, they can contact me. I will verify and correct factual errors.

I will not change opinions or assessments based on vendor pressure.

If you spot an error, a bias I have not disclosed, or a conflict I have missed, please get in touch.


FAQ

Frequently Asked Questions

Does AppSec Santa accept payment from vendors for reviews?
No. Reviews are editorially independent. No vendor has ever paid for a review, for favorable coverage, or to change an opinion on this site. Any commercial relationships the site has (for example, affiliate links or sponsored placements) are disclosed on the pages where they apply and do not influence rankings or assessments.
How often are tool reviews updated?
I review all tool pages at least once per quarter. Major product updates, acquisitions, or pricing changes trigger an immediate review. Every page shows its last updated date so you can verify freshness.
Why are some tools not included?
I focus on tools that are actively maintained, publicly available, and relevant to application security teams. Tools that have been abandoned, are in private beta only, or are not primarily application security tools are excluded. If you think I’m missing a tool, please get in touch.
How do you handle tools that span multiple categories?
Some tools, like Checkmarx One or Veracode, offer capabilities across SAST, DAST, SCA, and IAST. I review each capability on its respective category page and on its own tool page. The tool appears in every category where it has a distinct product offering.
Who writes the reviews?
All content is written and maintained by Suphi Cankurt, who spent years on the vendor side of application security at Netsparker, Invicti, and Kondukto before working on AppSec Santa full-time. AI tools assist with research and drafting, but every page goes through fact-checking and editorial review before publishing. See the About the Author section for more details.
Suphi Cankurt

Years in application security. Reviews and compares 215 AppSec tools across 11 categories to help teams pick the right solution. More about me →