# Dedupe.io: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 1 judge label across 1 category by 1 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/dedupe-io

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Identity resolution](https://www.gane.ai/index/gtm/gtm-data/identity-resolution/index.md) | 0% | 53 | 0% | 1 |

## What the models said for it

- "Open-source Python libraries specifically engineered for fast, probabilistic entity resolution and record linkage." (Gemini 3.5 Flash, Identity)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 1 | 0 | 0 | 1 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 0 | 0 | 0 |

## Sources returned with these answers

The sites and pages cited by the answers that named Dedupe.io, from 1 of the 1 answers that named it (only the models that return a source list).

### Domains cited

- blog.datachef.co: 1
- g2.com: 1
- hightouch.com: 1
- liveramp.com: 1
- posthog.com: 1
- redpointglobal.com: 1
- trustradius.com: 1
- winpure.com: 1
- zingg.ai: 1

### Pages cited

- https://blog.datachef.co/identity-resolution: 1
- https://g2.com/categories/identity-resolution/free: 1
- https://hightouch.com/blog/identity-resolution-tools: 1
- https://hightouch.com/blog/what-is-identity-resolution: 1
- https://liveramp.com/blog/identity-resolution-vs-cdp-where-cdps-miss-the-mark: 1
- https://posthog.com/compare/best-customer-data-platforms-for-developers: 1
- https://redpointglobal.com/blog/best-identity-resolution-platforms: 1
- https://trustradius.com/categories/identity-resolution: 1

## Record

- Method: https://www.gane.ai/index/gtm/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/gtm.