Verity vs Metabase

Metabase alternative for marketing data

Verity vs Metabase

Metabase is an open source BI tool that connects to the databases and warehouses you already have and lets a team explore them, with or without SQL. It is free to self host, has a paid cloud, and comes with an AI assistant, an MCP server and embedding. Verity starts one step earlier for one kind of team: it loads your store, ad and email data into your own BigQuery, models it, and has the marketing and ecommerce dashboards ready on the first day.

Checked against Metabase’s public sources on 13 November 2026.* Compared as dashboards and BI.

Dashboards and BI in Verity →

At a glance

Yes

Partly

No, or not found in public sources*

VerityMetabase*
Where the data comes from
Loads your store, ad and email data for you
Yes: Managed, on a schedule
Not found in public sources: Connects to your database
Works on your own BigQuery
Yes
Yes: 18 official connectors
Data model built and maintained for you
Yes
Not found in public sources: Your team builds it
KPIs and definitions
One definition per KPI in a semantic layer
Yes: You approve it
Yes: Your team curates it
KPIs against targets and budgets
Yes: Targets, budgets, guardrails
Partly: Goal lines, progress bars
Ready made marketing and ecommerce dashboards
Yes: Per source and combined
Not found in public sources
Working with it
Build your own dashboards without code
Yes
Yes: Query builder or SQL
Ask questions in plain language
Yes: Data Chat
Yes: Metabot, every plan
MCP server for AI assistants
Yes: 100+ tools
Yes: Every plan
AI assistant builds dashboards over MCP
Yes: As a draft for review
Yes: Questions and dashboards
Sharing and taking it with you
Share with the team and send on a schedule
Yes: Workspaces, email, spreadsheet
Yes: Email and Slack
Dashboards as code
Yes: Export in seven formats
Partly: Own YAML, on Pro
Embed dashboards in your own site or app
No
Yes: Advanced on Pro
Hosting and pricing
Open source or self hosted option
No: Managed cloud
Yes: AGPL edition
Published pricing
Yes: From €500/mo, unlimited users
Yes: Free, cloud from $100/mo

Where Metabase is ahead

Metabase is a general BI tool, and a good one to start with. The open source edition is free with unlimited users and runs on your own server. It has 18 official database connectors, where Verity works on BigQuery and reads Snowflake and Postgres as sources. It embeds charts and dashboards in your own product, which Verity does not offer. Its AI assistant and its MCP server are part of every plan, and it reports on any data you connect, far beyond marketing.

Where the two differ most

Metabase shows the data that is in your database. For a tool such as Shopify, its own site describes one step in between: sync the data into a database or warehouse first, for example with an ETL tool. After that your team builds the tables, the metrics and the dashboards. Verity includes those steps for marketing and ecommerce data: managed loading into your own BigQuery, maintained data models, a semantic layer you approve and ready made dashboards. It does not have to be one or the other: any Verity dashboard can be exported as code in Metabase format, as a head start for a team that wants to continue there.

How the pricing compares

Metabase open source is free. Metabase Cloud starts at $100 per month with five users and $6 per extra user, and Pro at $575 per month with ten users and $12 per extra user. The warehouse, the tool that loads the data and the time to model it come on top. Verity starts at €500 per month excluding VAT with unlimited users. For a team that already has clean data in a database, Metabase costs far less. Compare on the full setup when the data still has to get there.

Which one fits

Choose Verity when

Your marketing data is not in a warehouse yet, and you want Shopify, GA4, Meta Ads, Google Ads and Klaviyo loaded and kept up to date for you.

You want the data model and the KPI definitions done for you, so revenue is the same number on every dashboard, with or without VAT, discounts and refunds as you decided.

You want dashboards per channel and a combined overview on the first day.

You want targets and budgets for a whole year in one place, shown next to the actuals, with attribution models side by side.

You want to act on the numbers: segments to Meta Ads, Google Ads and Klaviyo, journeys and onsite personalisation on the same data.

You want to start managed without closing a door. A Verity dashboard exports as code in Metabase format, so you can move to Metabase later or run both.

Choose Metabase when

Your data is already in a database or warehouse and you want the team to explore all of it, not only marketing.

You want open source software you can run yourself for free, with unlimited users.

You want analytics embedded in your own product. Metabase offers that from guest embeds to a full embedded app.

You have an analyst or developer who is happy to join tables and define metrics, in a query builder or in SQL.

Your database is Postgres, MySQL, Snowflake, Redshift or another of its 18 official connectors, and you want the dashboards to read it directly.

Built in, add on or separate tool

What you get as part of each product, and what comes on a higher plan, as an add on or from another vendor.

VerityMetabase*
Loading store, ad and email dataBuilt in and managedA separate ETL tool or an export, into your database
Data modelsBuilt in and maintained for youYour team builds them, with transforms in the product
KPI definitionsSemantic layer, proposed and approved in the productMetrics, segments and a glossary your team curates
DashboardsReady made per source, plus your ownYou build them
TargetsTargets, budgets and guardrails per periodA goal you set per chart
Dashboards as codeExport as code in seven formats, Metabase among themExport and import as YAML in its own format, on Pro and Enterprise
AI questions and MCPBuilt inBuilt in on every plan, AI billed per token or on your own key
Embedding in your own productNot offeredGuest embeds on every plan, advanced embedding on Pro
Self hostingNot offeredOpen source edition, free

What we checked about Metabase

Each statement comes from Metabase’s own website or documentation, read on 13 November 2026.*

  • Metabase calls itself open source AI analytics you can verify, where teams explore data on their own.

    Source: Metabase homepage, read on

  • Metabase ships 18 official connectors, BigQuery among them. For a tool such as Shopify, the data is first synced into a database or warehouse, with an ETL tool or the tool’s own export, and Metabase then connects to that database.

    Source: Metabase data sources, read on

  • The Open Source edition is free with unlimited users. Starter costs $100 per month with five users included and $6 per extra user per month. Pro costs $575 per month with ten users included and $12 per extra user per month. Enterprise starts at $20,000 per year.

    Source: Metabase pricing, read on

  • Every plan includes AI questions on a model of your choice and an MCP server. You bring your own AI provider key or use the Metabase AI service at $3.75 per million tokens.

    Source: Metabase pricing, read on

  • The MCP server is available on every plan, signs clients in with OAuth, and limits each connection to the permissions of the person connecting. Control of MCP tool access per group needs Pro or Enterprise.

    Source: Metabase docs: MCP server, read on

  • The MCP tools include creating questions and dashboards, writing metrics and segments, and setting up alerts and subscriptions.

    Source: Metabase docs: MCP tools, read on

  • In a part of Metabase that is also called Data Studio, a data team builds a semantic layer to standardise definitions and metrics for people and AI, with transforms, measures, segments and a glossary.

    Source: Metabase docs: data modelling, read on

  • A progress bar compares a single number to a goal value that you set, a goal line can be drawn on a chart, and an alert can fire when a number crosses the goal.

    Source: Metabase docs: progress bars, read on

  • Dashboard subscriptions send the results of a dashboard to people by email or Slack.

    Source: Metabase docs: dashboard subscriptions, read on

  • Guest embeds on Open Source and Starter carry a Powered by Metabase badge. Advanced embedding features are part of Pro and Enterprise.

    Source: Metabase pricing, read on

  • Serialization exports the contents of a Metabase as YAML files in Metabase’s own format, and remote sync keeps content as YAML files in a Git repository. Both are available on Pro and Enterprise plans only.

    Source: Metabase docs: serialization, read on

  • The Open Source edition is offered under the AGPL. Enterprise Edition binaries are released under a commercial licence.

    Source: Metabase licence, read on

Questions

Is Verity a Metabase alternative?

For an ecommerce or marketing team whose data is not in a warehouse yet, yes: Verity loads and models the data and brings the dashboards. If your data is already in a database and you want a free, general BI tool for the whole company, Metabase is the better fit.

Does Metabase connect to Shopify, GA4 or Meta Ads?

Not directly. According to Metabase's data sources page (checked 13 November 2026), data from a tool such as Shopify is first synced into a database or warehouse, and Metabase connects to that. Verity loads Shopify, WooCommerce, GA4, Meta Ads, Google Ads, Microsoft Ads, Klaviyo, Brevo and ActiveCampaign into your own BigQuery as part of the product.

Do both have an MCP server?

Yes. According to Metabase's documentation (checked 13 November 2026), its MCP server is available on every plan and can search, query and create content such as questions and dashboards. Verity's MCP server has 100+ tools that also cover data sources, data models, segments and activation, and anything that reaches a customer goes to a person for approval.

Can I set KPI targets in Metabase?

According to Metabase's documentation (checked 13 November 2026), you set a goal per chart: a goal value on a progress bar or a goal line on a time series, with an alert when it is crossed. We found no place to keep targets and budgets per period. In Verity you enter targets, budgets and guardrails per week, month, quarter or year, and they appear on dashboards, in reports and in monitors.

Can I use Verity and Metabase together, or move from one to the other?

Yes. Verity loads and models your marketing and ecommerce data in a BigQuery project you own, and Metabase has an official BigQuery connector, so Metabase can read the same tables for reporting outside marketing. A dashboard built in Verity can also be exported as code in Metabase format. The file holds the structure, the definitions and the queries, never data, and it is a head start that your team reviews in Metabase, not a one click migration. Verity does not import Metabase dashboards.

Sources

Metabase homepageMetabase pricingMetabase data sourcesMetabase docs: connecting to databasesMetabase docs: data modellingMetabase docs: transformsMetabase docs: MetabotMetabase docs: MCP serverMetabase docs: MCP toolsMetabase docs: progress barsMetabase docs: alertsMetabase docs: dashboard subscriptionsMetabase docs: embeddingMetabase docs: serializationMetabase docs: remote syncMetabase licence

* Information about Metabase is based on Metabase’s public website and documentation as we read them on 13 November 2026. Products, features and prices change, and we may have missed or misread something. Check Metabase’s own website for current details. Metabase is a trademark of its owner. Verity is not affiliated with or endorsed by Metabase. Spotted something that is not right? Email [email protected] and we will correct it.

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