# Harness IDP: how AI models rank it, October 2026

IT AI Recommendation Index, October 2026 Edition. Named in 6 judge labels across 2 categories by 5 of 14 models. Page: https://it-ai-index.com/vendors/harness-idp/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Internal developer portals | 0% | 12 | 0% | 5 |
| Digital employee experience | 0% | 128 | 0% | 1 |

## What the models said for it

- "Other budget-friendly options include configure8 and Harness Internal Developer Portal, both of which offer free plans for smaller teams." (Mistral Small, Developer portals)
- "Already standardized on Harness, or want a broader delivery-platform offering? Evaluate Harness IDP." (GPT-6 Luna, Developer portals)
- "enterprise-grade with broad integrations" (Grok 4.1 Fast, Developer portals)

## In its own words

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

- Positioning: Streamline developer workflows and reduce cognitive overload with self-service onboarding for new applications and environments. (https://developer.harness.io/university/idp)
- For: engineers looking to deepen their understanding and expertise in Harness (https://developer.harness.io/university/idp)
- Certifications: Internal Developer Portal - Developer, Internal Developer Portal - Administrator, Internal Developer Portal - Architect

## 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.