# Zingg: how AI models rank it, October 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Customer identity and access management | 0% | 36 | 0% | 1 |
| Master data management | 0% | 41 | 0% | 1 |

## What the models said for it

- "Senzing or Zingg (The Developer-First Approach): If you have a highly technical data team... these are excellent, highly precise API-driven entity resolution engines." (Gemini 3.5 Flash, Master data)
- "Zingg or Splink open-source matching in your existing warehouse, often < $500/mo infrastructure." (Muse Glimmer 30B, CIAM)

## 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.