Index › Finance › Products › Metabase · November 2026 Edition
2 categories · Ranked

Metabase

Metabase is an open source business intelligence and embedded analytics product · metabase.com ↗

#10Best rank (mid-market)
14/14Models named it
1First choices
8Warnings
November 2026 Edition · all company sizes counted.
Ranked inSaaS metrics and analytics #10 mid-marketFinancial reporting and dashboards #24
What AI models recommend in saas metrics

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

“If you're on a limited budget, the best choice is usually Metabase”GPT-5.4 mini · Budget-constrained question · first choice
“For embedded analytics: Tools like GoodData or Metabase (self-hosted) offer API-first approaches.”MiniMax M2.5 · Negative question · alternative
“Look at modern semantic layer tools like Lightdash, Metabase, Preset (Apache Superset), or Hex”Gemini 3.5 Flash · Negative question · alternative
“Metabase works well if you need more customization and already have database access”Claude Haiku 4.5 · Budget-constrained question · alternative

What gives them pause

“Only move to custom BI pipelines (Looker, Metabase, Snowflake) when you reach enterprise scale”Gemini 3.5 Flash · Negative question · warning

Also on the shortlist

The products named in the same answers as Metabase, over the 53 answers that named it, and how often each was the first choice instead.

What the models named instead of Metabase →

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

At a glance

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

For
Self-service analytics for your team; customer-facing analytics; developers building in-product analytics
Price stated
Free 14-day trial
Starting price
0
Free plan or trial
Free 14-day trial
Integrations
20
Certifications
SOC 2 Type II, GDPR, CCPA, SOC 1
Hosting
US, Europe, Latin America, Asia-Pacific
Customers named
Cal.com, Pathrise, Synctera, Comptoir de L’or, Lime Technologies, StructionSite, The Lobby, Motohunt
Visit metabase.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 Metabase 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 42 of the 53 answers that named Metabase and are not a share of its labels.

Domains cited

metabase.comIts own site16
baremetrics.com15
basedash.com13
databox.com13
intempt.com10
netsuite.com10
chartmogul.com9
saasrise.substack.com8
g2.com7
reddit.com7

Ninety-two of the 108 domain citations in answers naming Metabase came from a third party's page.

Pages cited

Pages are listed as the models cited them.

By model

How each model answered on Metabase across every prompt where it was named for a mid-market B2B company. Fourteen models, six prompts per category.
ModelFirst choiceAlternativeMentionWarningLabels
Claude Haiku 4.501001
GPT-5.4 mini10001
Gemini 3.5 Flash04015
Perplexity Sonar01001
Grok 4.2002002
Mistral Small00000
DeepSeek V4 Flash00101
Llama 4 Maverick00000
Qwen 3.7 Flash00101
Kimi K202305
GLM 4.7 FlashX01001
MiniMax M2.501001
GPT-6 Luna01102
Muse Glimmer 30B00000

What it publishes

Addresses on metabase.com
10,136
subdomains included
Content
585
counted in the table below
Documentation
496
Product · Integration
26 · 304
KindPagesLast 90 days2025-10 to 2026-09LatestCategories named
Glossary or explainer32402025-05-15
Blog11252026-08-27
Case study45undated
Conference or event4462026-09-29
Comparison4112026-07-13
Webinar or virtual event902025-06-25
Report or ebook702024-07-04
Template or tool102024-09-22
Podcast or video102025-04-21
News or press1undated

Most recent

How it is countedHide how it is counted

Every page metabase.com exposes, subdomains included. Kind is read from the address and title. The last 90 days, the latest date and the twelve months count pages by when they were published, from the site's feeds, a date in the address, or the page's own publication date, read from up to a hundred of its most recently changed pages; a page that says only when it last changed is counted in its kind but not in when, so the recent counts are a floor, and a kind none of whose pages gives a publication date reads undated. An event counts as online when its address or title says so (webinar, on demand, virtual or online summit); a conference, summit, trade show, expo or roadshow that does not say so is counted as a conference or event, which on a vendor's site is mostly in person. Read September 29, 2026.