3 categories · RankedJit
Jit is an application security posture management platform that orchestrates open-source security tools in the background and unifies multiple code and cloud security scanners · jit.io ↗
Read the same way at every company size.
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%.
Why models recommend it
“If your team uses DevOps and wants security as code, Jit is a top pick.”Mistral Small · Paraphrase question · first choice
“Choose Jit if developer workflow integration and codified security policies matter most.”Perplexity Sonar · Paraphrase question · alternative
“specifically identified by analysts as a top choice for startups due to its affordability”Qwen 3.7 Flash · Budget-constrained question · alternative
“Best if: You want low-friction deployment with automated policy-as-code.”Qwen 3.7 Flash · Direct question · alternative
What gives them pause
No model argued against it.
Also on the shortlist
The products named in the same answers as Jit, over the 68 answers that named it, and how often each was the first choice instead.
| Product | Named together | Picked instead | |
|---|---|---|---|
| 55 | 39 | View → | |
| 34 | 0 | View → | |
| 32 | 1 | View → | |
| 31 | 0 | View → | |
| 29 | 2 | View → | |
| 19 | 1 | View → | |
| 16 | 0 | View → | |
| 12 | 2 | View → | |
| 11 | 0 | View → | |
| 11 | 0 | View → |
What the models named instead of Jit →
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
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 66 of the 68 answers that named Jit and are not a share of its labels.
Domains cited
227 of the 257 domain citations in answers naming Jit came from a third party's page. Thirty 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 cited
Pages are listed as the models cited them.
By model
| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 2 | 0 | 0 | 2 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 1 | 0 | 1 | 0 | 2 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 2 | 0 | 0 | 2 |
| Kimi K2 | 0 | 0 | 1 | 0 | 1 |
| GLM 4.7 FlashX | 0 | 0 | 1 | 0 | 1 |
| MiniMax M2.5 | 0 | 1 | 0 | 0 | 1 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 2 | 0 | 2 |