Index › IT › Products › Qodana · November 2026 Edition
Static application security testing · Named, not ranked

Qodana

jetbrains.com ↗

–Too few to rank
7/14Models named it
0First choices
0Warnings
November 2026 Edition · all company sizes counted.
Ranked inStatic application security testing #15 mid-market
What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. Qodana has 5.

Why models recommend it

“For the absolute lowest per-developer cost, Qodana is excellent.”GLM 4.7 FlashX · Budget-constrained question · alternative
“Qodana wins on budget at $6/contributor/month”Muse Glimmer 30B · Budget-constrained question · alternative

What gives them pause

No model argued against it.

Also on the shortlist

The products named in the same answers as Qodana, over the 11 answers that named it, and how often each was the first choice instead.

A side-by-side page exists where both products are among a category's top eight.

How this is measured

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 →

Sources returned with these answers

The sites and pages the answers that named Qodana came back with. A fact about retrieval, not a cause of the answer.

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 11 of the 11 answers that named Qodana and are not a share of its labels.

Domains cited

dev.to9
aicodereview.cc6
checkmarx.com5
safeguard.sh5
securityboulevard.com5
softwareadvice.com4
zeriflow.com4
community.owasp.org3
g2.com3
il.ly3

Forty-seven of the forty-seven domain citations in answers naming Qodana came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Qodana across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.2000101
Mistral Small00000
DeepSeek V4 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00101
Kimi K200101
GLM 4.7 FlashX01001
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B01001

What it publishes

Addresses on jetbrains.com
5,048
subdomains included
Content
4,087
counted in the table below
Documentation
51
Product · Integration
0 · 0
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Blog3,520402026-09-28ASM
Webinar or virtual event31302026-04-01
Report or ebook10402025-07-01
Glossary or explainer8502022-10-01
Conference or event4312026-09-01
Case study1002023-02-01
Comparison1002023-04-01
Template or tool1undated
Podcast or video102020-12-01

Events in person

The twelve months before September 28, 2026

As the event pages on jetbrains.com state them, read September 28, 2026.

How it is countedHide how it is counted

Every page jetbrains.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.