# Jit: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 19 judge labels across 2 categories by 11 of 14 models. Page: https://it-ai-index.com/vendors/jit/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Application security posture management | 6% | 5 | 6% | 18 |
| API security platforms | 0% | 67 | 0% | 1 |

## What the models said for it

- "For most mid-sized B2B companies: Start with Jit for its ease of use, built-in scanning, and developer-friendly approach." (Mistral Small, ASPM)
- "Jit is a cloud-native, developer-first Application Security Posture Management (ASPM) and DevSecOps orchestration platform." (Muse Glimmer 30B, ASPM)
- "Jit is considered the best overall ASPM tool in 2026" (Claude Haiku 4.5, ASPM)
- "Jit - best all-round fit for mid-market unification" (Muse Glimmer 30B, ASPM)

## And against it

- "Users report integration issues—doesn't support all enterprise environments, requires extra manual setup. Also lacking customer support" (DeepSeek V4 Flash, ASPM)

## What it publishes

Every page jit.io exposes, read 2026-10-05: 5 addresses. By kind, pages and the last 90 days:


## Record

- Method: https://it-ai-index.com/methodology/
- Raw judge labels and full responses: https://it-ai-index.com/data/
- License: CC BY 4.0. Cite as IT AI Recommendation Index, October 2026 Edition, it-ai-index.com.