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Home How We Evaluate AppSec Tools: Our Methodology

How We Evaluate AppSec Tools: Our Methodology

Suphi Cankurt

Written by Suphi Cankurt

Key Takeaways
  • AppSec Santa evaluates 170+ application security tools across 10 categories (SAST, SCA, DAST, IAST, RASP, AI Security, API Security, IaC Security, ASPM, Mobile 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 — each page displays its last updated date.
  • The site accepts no payment, sponsorship, or free licenses from vendors for reviews or placement, and all vendor links are direct with no affiliate tracking or referral commissions.
  • 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 10+ years of application security experience, including hands-on work at Invicti Security — a potential bias disclosed transparently on the methodology page.

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 10 categories of application security tools: SAST, SCA, DAST, IAST, RASP, AI Security, API Security, IaC Security, ASPM, and Mobile 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. Our readers 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, the DAST Benchmark project for dynamic scanners, and Gartner Magic Quadrant placements.

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.

There are no affiliate commissions or negotiated pricing deals on this site. Pricing information comes from public sources and vendor documentation.

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 Gartner, Forrester, and peer review sites like G2 and PeerSpot.

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.


Our 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, Gartner Peer Insights, Reddit.

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

Where Gartner Magic Quadrant, Forrester Wave, or other analyst reports exist, I reference those too. They are not gospel, but they provide an independent data point on market position.

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 170+ tools. What I can offer is informed, experience-based assessments that help readers narrow their shortlist.


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, Gartner/Forrester report releases, 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 is now maintained by Checkmarx as of September 2024”).


About the author

AppSec Santa is written and maintained by Suphi Cankurt.

I have spent over 10 years working in application security, including time at Invicti Security (formerly Netsparker). My experience spans DAST, SAST, SCA, and broader application security program design.

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

I am not collecting certifications to pad a resume. I have spent years in the trenches of application security, and I built this site because I kept wishing something like it existed when I was evaluating 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.

I work at Invicti Security. That is a potential bias, and I want to be upfront about it.

Invicti’s review on this site follows the same criteria as every other tool. If I thought Invicti was bad at what it does, I would not work there.

But that does not mean it is the right tool for every situation. I try to be clear about where it is strong and where alternatives do the job better.

AppSec Santa does not accept payment from any vendor for reviews, placement, or favorable coverage. No tool has ever paid to appear on this site.

Links to vendor websites are direct links. No affiliate tracking, no referral commissions.

I do not accept free commercial licenses in exchange for reviews. 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. AppSec Santa does not accept payment, sponsorship, or free licenses from any vendor in exchange for reviews, placement, or favorable coverage. All tools are evaluated using the same criteria regardless of their pricing or business relationship with us.
How often are tool reviews updated?
We 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?
We 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 we are missing a tool, contact us.
How do you handle tools that span multiple categories?
Some tools, like Checkmarx One or Veracode, offer capabilities across SAST, DAST, SCA, and IAST. We 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 has over 10 years of experience in application security, including hands-on work with many of the tools reviewed on this site. See the About the Author section for more details.
Suphi Cankurt

10+ years in application security. Reviews and compares 170 AppSec tools across 11 categories to help teams pick the right solution. More about me →