# Talend Data Quality: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/gtm/vendors/talend-data-quality

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [CRM data quality and deduplication](https://www.gane.ai/index/gtm/revops/crm-data-quality-and-deduplication/index.md) | 0% | 77 | 33% | 3 |

## What the models said for it

- "Evaluate Informatica, Ataccama, or Qlik Talend Cloud rather than a CRM-only tool." (Perplexity Sonar, CRM data quality)

## And against it

- "data quality is a secondary feature, not core, and it requires technical setup with community support only on the free tier" (Claude Haiku 4.5, CRM data quality)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 1 | 0 | 1 |
| Perplexity Sonar | 0 | 1 | 0 | 0 | 1 |
| 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 Talend Data Quality, from 9 of the 9 answers that named it (only the models that return a source list).

### Domains cited

- cognism.com: 6
- g2.com: 6
- techrepublic.com: 5
- airbyte.com: 3
- cleanlist.ai: 3
- olostep.com: 3
- sourceforge.net: 3
- clearout.io: 2
- findymail.com: 2
- informatica.com: 2

### Pages cited

- https://cognism.com/blog/data-quality-management-tools: 6
- https://g2.com/categories/data-quality/f/crm: 5
- https://techrepublic.com/article/best-data-cleaning-software: 5
- https://airbyte.com/top-etl-tools-for-sources/choosing-the-right-data-cleaning-tool-a-comprehensive-guide: 3
- https://cognism.com/blog/data-cleansing-tools: 3
- https://g2.com/categories/data-quality: 3
- https://olostep.com/blog/best-data-cleaning-tools: 3
- https://cleanlist.ai/blog/2026-03-27-data-quality-tools: 2

## The company

Qlik; https://www.qlik.com/; King of Prussia, United States; founded 1993; public, QLIK on Nasdaq. From Wikidata, fetched 2026-09-14.

## In its own words

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

- Free plan or trial: Try Qlik's agentic analytics and data integration, with no cost to get started. (https://qlik.com/)
- Hosting: North America, Germany, Ireland, United Kingdom, Australia, Japan, Singapore, United States
- Customers named: Hapag-Lloyd, MillerKnoll, Touchpoint, Empresas SB, Village Roadshow, NEC, Mayborn, Whitworths

## What it publishes

Every page qlik.com exposes, read 2026-09-29: 9979 addresses. By kind, pages and the last 90 days:

- blog: 3081 pages, 6 in the last 90 days, latest 2026-09-14
- case study: 115 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 15 pages, 6 in the last 90 days, latest 2026-09-25
- conference or event: 14 pages, 0 in the last 90 days, latest 2026-03-23
- report or ebook: 9 pages, 2 in the last 90 days, latest 2026-09-25
- comparison: 31 pages, 0 in the last 90 days, latest 2025-11-17
- template or tool: 5 pages, 0 in the last 90 days, latest 2026-02-06
- glossary or explainer: 18 pages, 6 in the last 90 days, latest 2026-09-25
- news or press: 435 pages, 0 in the last 90 days, latest undated
- Recent: 2026-09-25 glossary or explainer: What is new QlikSense https://help.qlik.com/en-US/sense/May2026/Content/Sense_Helpsites/WhatsNew/What-is-new-QlikSense.htm
- Recent: 2026-09-25 glossary or explainer: What is new May2026 https://help.qlik.com/en-US/sense/May2026/Content/Sense_Helpsites/WhatsNew/What-is-new-May2026.htm
- Recent: 2026-09-25 glossary or explainer: What is new Nov2025 https://help.qlik.com/en-US/sense/May2026/Content/Sense_Helpsites/WhatsNew/What-is-new-Nov2025.htm
- Recent: 2026-09-25 glossary or explainer: What is new May2025 https://help.qlik.com/en-US/sense/May2026/Content/Sense_Helpsites/WhatsNew/What-is-new-May2025.htm
- Recent: 2026-09-25 glossary or explainer: What is new Nov2024 https://help.qlik.com/en-US/sense/May2026/Content/Sense_Helpsites/WhatsNew/What-is-new-Nov2024.htm
- Recent: 2026-09-25 glossary or explainer: What is new May2024 https://help.qlik.com/en-US/sense/May2026/Content/Sense_Helpsites/WhatsNew/What-is-new-May2024.htm

## 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.