Index › IT › Products › Snowflake Horizon · November 2026 Edition
Data catalogs and governance · Ranked

Snowflake Horizon

Snowflake Horizon is a data catalog and governance product from Snowflake, built as the native governance layer of the Snowflake data platform · snowflake.com ↗

#10Best rank (small business)
11/14Models named it
1First choices
12Warnings
November 2026 Edition · all company sizes counted.
Ranked inData catalogs and governance #10 small business
What AI models recommend

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.

Why models recommend it

“Unity Catalog, Snowflake Horizon and AWS Glue govern their own platform well and see nothing outside it.”Muse Glimmer 30B · Budget-constrained question · alternative
“Built-in governance, data quality, and metadata management features within the Snowflake ecosystem.”Gemini 3.5 Flash · Direct question · alternative
“Great for governance *within* that specific ecosystem, but limited if you need cross-tool lineage”Gemini 3.5 Flash · Scale-constrained question · alternative
“If 85% of your data lives in Snowflake, Snowflake Horizon is the obvious starting point.”Claude Haiku 4.5 · Paraphrase question · alternative

What gives them pause

“can enforce controls effectively within their ecosystems, but relying on one as the enterprise-wide system of record can create fragmented metadata”Perplexity Sonar · Negative question · warning
“Convenient if you're all-in on one platform, but limited if you have multi-cloud or diverse sources.”Grok 4.20 · Direct question · warning
“create governance fragmentation if your organization operates across multiple clouds”Kimi K2 · Negative question · warning
“often too narrow for comprehensive data governance outside their native platforms”Mistral Small · Negative question · warning

Also on the shortlist

The products named in the same answers as Snowflake Horizon, over the 47 answers that named it, and how often each was the first choice instead.

What the models named instead of Snowflake Horizon →

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

At a glance

Stated on Snowflake Horizon's own site, not checked by Gane.

For
customers
Free plan or trial
start for free
Certifications
ISO 27001, ISO 9001, ISO 42001, SOC 1 Type II, SOC 2 Type II, PCI DSS, FedRAMP, DoD IL5
Hosting
AWS GovCloud, Azure Government, AWS
Customers named
Under Armour, Novo Nordisk, United Rentals, Booking.com, Fanatics, AT&T, Canva, Penske
Visit snowflake.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 Snowflake Horizon 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 41 of the 47 answers that named Snowflake Horizon and are not a share of its labels.

Domains cited

atlan.com29
ovaledge.com22
decube.io15
kanerika.com14
erstudio.com11
basedash.com9
bdemerson.com9
ciopages.com9
alation.com8
g2.com8

134 of the 134 domain citations in answers naming Snowflake Horizon came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Snowflake Horizon across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.501102
GPT-5.4 mini00000
Gemini 3.5 Flash03003
Perplexity Sonar01012
Grok 4.2000213
Mistral Small00112
DeepSeek V4 Flash00011
Llama 4 Maverick00101
Qwen 3.7 Flash00000
Kimi K200112
GLM 4.7 FlashX00000
MiniMax M2.500000
GPT-6 Luna01001
Muse Glimmer 30B01203