DefectDojo is a vulnerability management platform that aggregates and tracks security findings in a single dashboard · defectdojo.com ↗
The standing depends on who is buying. Every model is asked the same questions for each company size.
Aikido Security is first at 81%.
Aikido Security is first at 40%. 0 of 14 models made it the first choice when asked directly.
ArmorCode is first at 32%.
“If your budget for software licenses is $0, OWASP DefectDojo is the industry standard for open-source ASPM”Gemini 3.5 Flash · Budget-constrained question · first choice
“If budget = $0 and you have engineering capacity: DefectDojo or Faraday for self-hosted aggregation.”Muse Glimmer 30B · Budget-constrained question · first choice
“Start with OWASP DefectDojo if you want the lowest-cost way to aggregate findings”GPT-5.4 mini · Budget-constrained question · first choice
“Top Recommendation: OWASP DefectDojo (Open-Source)”Grok 4.20 · Budget-constrained question · first choice
“DefectDojo may be a reasonable findings-management and aggregation choice, but OWASP notes it does not provide native reachability analysis. Be cautious if you expect that capability out of the box”GPT-6 Luna · Negative question · warning
“Primarily an open-source aggregation and vulnerability-workflow hub rather than a full native ASPM platform.”Perplexity Sonar · Comparative question · warning
“Use cautiously if they lack enterprise support or proven scalability”Grok 4.20 · Negative question · warning
“though it requires internal resources to maintain and configure”Gemini 3.5 Flash · Comparative question · warning
The products named in the same answers as DefectDojo, over the 81 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 50 | 6 | Compare → | |
| 49 | 33 | Compare → | |
| 42 | 4 | Compare → | |
| 41 | 1 | Compare → | |
| 35 | 6 | Compare → | |
| 30 | 0 | View → | |
| 29 | 3 | View → | |
| 24 | 0 | Compare → | |
| 23 | 2 | Compare → | |
| 23 | 0 | View → |
What the models named instead of DefectDojo →
A side-by-side page exists where both products are among a category's top eight.
Stated on DefectDojo's own site, not checked by Gane.
Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.
Gane sells AI visibility software. No company can pay to change a result.
Read the method →Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 78 of the 81 answers that named DefectDojo and are not a share of its labels.
285 of the 314 domain citations in answers naming DefectDojo came from a third party's page. Twenty-nine were to the publisher's own pages (the Gane Index), which the models cite like any other source; they are not counted as a third party.
Pages are listed as the models cited them.
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 1 | 2 | 0 | 1 | 4 |
| Perplexity Sonar | 0 | 1 | 0 | 1 | 2 |
| Grok 4.20 | 1 | 0 | 2 | 1 | 4 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 1 | 1 | 1 | 0 | 3 |
| Llama 4 Maverick | 0 | 1 | 0 | 0 | 1 |
| Qwen 3.7 Flash | 0 | 1 | 0 | 0 | 1 |
| Kimi K2 | 0 | 3 | 0 | 0 | 3 |
| GLM 4.7 FlashX | 1 | 1 | 1 | 0 | 3 |
| MiniMax M2.5 | 0 | 0 | 1 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 1 | 1 |
| Muse Glimmer 30B | 1 | 1 | 2 | 0 | 4 |
| Kind | Pages | Last 90 days | 2025-10 to 2026-09 | Latest | Categories named |
|---|---|---|---|---|---|
| Blog | 86 | 13 | 2026-09-23 | CSPM | |
| Conference or event | 36 | undated | |||
| News or press | 15 | 0 | 2026-06-24 | ||
| Report or ebook | 13 | undated | |||
| Comparison | 12 | 0 | 2026-02-21 | ||
| Template or tool | 7 | 0 | 2026-02-01 | ||
| Case study | 2 | undated | |||
| Glossary or explainer | 2 | 0 | 2026-02-15 | ||
| Webinar or virtual event | 1 | 0 | 2024-12-12 |
Every page defectdojo.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.