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Index › IT › Products › Collate · November 2026 Edition
2 categories · Ranked

Collate

getcollate.io ↗

#9Best rank (small business)
10/14Models named it
1First choices
2Warnings
November 2026 Edition · all company sizes counted.
Ranked inData catalogs and governance #9 small businessMaster data management #27
What AI models recommend in data catalogs

Read the same way at every company size.

The standing depends on who is buying. Every model is asked the same questions for each company size.

Small business
Asked for a small B2B company
#9 of 118 named for small business
Share of first picks2%

Secoda is first at 19%.

Mid-market
Asked for a mid-market B2B company
Thin evidence 3 labels, under the 10-label minimum, so not ranked
Share of first picks0%

Atlan is first at 35%.

Enterprise
Asked for an enterprise B2B company
Thin evidence 3 labels, under the 10-label minimum, so not ranked
Share of first picks0%

Collibra is first at 38%.

Why models recommend it

“No engineers / want minimal ops → managed open-source Collate/OpenMetadata.”Muse Glimmer 30B · Budget-constrained question · alternative
“Mid-market, governance & lineage focus: Collate.”GLM 4.7 FlashX · Comparative question · alternative

What gives them pause

No model argued against it.

Also on the shortlist

The products named in the same answers as Collate, over the 21 answers that named it, and how often each was the first choice instead.

ProductNamed togetherPicked instead
OpenMetadata
166View →
DataHub
142View →
Atlan
103View →
Alation
100View →
Collibra
100View →
Secoda
83View →
Microsoft Purview
82View →
Select Star
42View →
Informatica MDM
41View →
Profisee MDM
41View →

A side-by-side page exists where both products are among a category's top eight.

How this is measured

Fourteen AI models from 12 labs are asked the same buying questions six ways, for three company sizes. Standings refresh every edition.

Gane sells AI visibility software. No company can pay to change a result.

Read the method →

Sources returned with these answers

The sites and pages the answers that named Collate came back with. A fact about retrieval, not a cause of the answer.

Fourteen of the fourteen models returned a source list in this edition: five return the pages they cited and nine the search results they consulted. These counts come from 21 of the 21 answers that named Collate and are not a share of its labels.

Domains cited

atlan.com15
softwareadvice.com10
capterra.com9
github.com9
g2.com8
datadrivendaily.com6
decube.io6
kanerika.com6
dupple.com5
ovaledge.com5

Seventy-nine of the seventy-nine domain citations in answers naming Collate came from a third party's page.

Pages cited

atlan.com/know/data-catalog/open-source-vs-commercial-data-catalog-total-cost-of-ownership12
atlan.com/data-catalog-tools10
softwareadvice.com/data-catalog7
datadrivendaily.com/data-catalog-tools-compared-the-2026-guide6
decube.io/post/top-data-catalog-tools6
dupple.com/learn/best-ai-data-catalog-tools5
basedash.com/blog/best-data-catalog-tools-compared-20264
capterra.com/master-data-management-software4

Pages are listed as the models cited them.

By model

How each model answered on Collate across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.500000
GPT-5.4 mini00000
Gemini 3.5 Flash00000
Perplexity Sonar00000
Grok 4.2000000
Mistral Small00000
DeepSeek V4 Flash00202
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX01001
MiniMax M2.500000
GPT-6 Luna00000
Muse Glimmer 30B01001