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Index › IT › Products › IBM Data Fabric · November 2026 Edition
Data virtualization · Named, not ranked

IBM Data Fabric

ibm.com ↗

–Too few to rank
3/14Models named it
1First choices
0Warnings
November 2026 Edition · all company sizes counted.
Ranked inData virtualization #36 mid-market
What AI models recommend

Named, too few times to rank.

A product needs 10 labels in a category before a share is stated. IBM Data Fabric has 1.

Why models recommend it

“Regulated industries | Excellent for hybrid environments”MiniMax M2.5 · Paraphrase question · alternative

What gives them pause

No model argued against it.

Also on the shortlist

The products named in the same answers as IBM Data Fabric, over the 4 answers that named it, and how often each was the first choice instead.

ProductNamed togetherPicked instead
Microsoft Fabric
40View →
Denodo
32View →
Starburst
21View →
Cloudera Unified Data Fabric
20View →
Informatica Intelligent Data Management Cloud
20View →
Databricks Lakehouse Federation
10View →
SAP Business Data Cloud
10View →
SAP Business Data Fabric
10View →

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

At a glance

Stated on IBM Data Fabric's own site, not checked by Gane.

Also from IBM
IBM AI Fairness 360, IBM API Connect, IBM Apptio Cloudability, IBM Aspera, IBM Aspera Managed File Transfer, IBM Business Automation Workflow and 101 more
Visit ibm.com ↗

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 IBM Data Fabric 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 4 of the 4 answers that named IBM Data Fabric and are not a share of its labels.

Domains cited

ibm.comIts own site4
microsoft.com4
aws.amazon.com2
cloudera.com2
databricks.com2
denodo.com2
digetiers.com2
research.oz.spotlightar.com2
sap.com2
app.snowflake.com1

Nineteen of the twenty-three domain citations in answers naming IBM Data Fabric came from a third party's page.

Pages cited

ibm.com/solutions/data-fabric4
cloudera.com/products/unified-data-fabric.html2
digetiers.com/en/insights/library/best-unified-data-fabric-solutions-enterprise2
microsoft.com/en-us/microsoft-fabric2
microsoft.com/en-us/microsoft-fabric/features/data-warehouse2
research.oz.spotlightar.com/reports/forrester-wave-enterprise-data-fabric-q1-2024/leaders2
sap.com/products/data-cloud/business-data-fabric.html2
app.snowflake.com/marketplace/data-products1

Pages are listed as the models cited them.

By model

How each model answered on IBM Data Fabric 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 Flash00000
Llama 4 Maverick00000
Qwen 3.7 Flash00000
Kimi K200000
GLM 4.7 FlashX00000
MiniMax M2.501001
GPT-6 Luna00000
Muse Glimmer 30B00000