# Backstage: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 67 judge labels across 1 categories by 14 of 14 models. Page: https://it-ai-index.com/vendors/backstage/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Internal developer portals | 23% | 2 | 42% | 67 |

## What the models said for it

- "Backstage - an open-source developer portal framework created by Spotify that acts as a central interface for services, documentation, and engineering workflows." (Llama 4 Maverick, Developer portals)
- "Compare a self-managed Backstage option, a managed Backstage option such as Roadie, and configurable commercial portals such as Port and Cortex." (GPT-6 Luna, Developer portals)
- "Backstage is often treated as the portal framework standard and a starting point for teams that want full control" (Perplexity Sonar, Developer portals)
- "Backstage holds nearly 90% market share as the industry "front door," but it remains a framework, not a finished product." (Mistral Small, Developer portals)

## And against it

- "Strongly Avoid ... Backstage is a framework, not a finished product. Many organizations treat it as such and end up disappointed." (GLM 4.7 FlashX, Developer portals)
- "At 500 people, avoid self-hosting raw Backstage unless you have a dedicated, well-funded Developer Experience team." (Gemini 3.5 Flash, Developer portals)
- "Why Not Backstage for Mid-Sized Companies? ... it's generally not ideal for mid-sized B2B companies" (Kimi K2, Developer portals)
- "generally not recommended for mid-market companies unless you have a dedicated platform team" (Kimi K2, Developer portals)

## In its own words

What Backstage's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: an open source framework for building developer portals (https://backstage.io/)
- For: your product teams (https://backstage.io/)
- Certifications: a Cloud Native Computing Foundation incubation project

## What it publishes

Every page backstage.io exposes, read 2026-09-29: 1779 addresses. By kind, pages and the last 90 days:

- blog: 63 pages, 0 in the last 90 days, latest 2026-04-20
- glossary or explainer: 5 pages, 0 in the last 90 days, latest 2020-03-01
- Recent: 2026-04-20 blog: Backstagecon kubecon 26 amsterdam https://backstage.io/blog/2026/04/20/backstagecon-kubecon-26-amsterdam
- Recent: 2026-02-25 blog: Get a jump on contribfest https://backstage.io/blog/2026/02/25/get-a-jump-on-contribfest
- Recent: 2025-12-30 blog: Backstage wrapped 2025 https://backstage.io/blog/2025/12/30/backstage-wrapped-2025
- Recent: 2025-11-25 blog: Backstagecon kubecon 25 atlanta https://backstage.io/blog/2025/11/25/backstagecon-kubecon-25-atlanta
- Recent: 2025-10-15 blog: Backstage contribfest kubecon guide https://backstage.io/blog/2025/10/15/backstage-contribfest-kubecon-guide
- Recent: 2025-08-08 blog: Migrating legacy services to a modern developer portal https://backstage.io/blog/2025/08/08/migrating-legacy-services-to-a-modern-developer-portal

## 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.