Metabase is the default answer when a team needs a dashboard without hiring a data engineer — it's free to self-host, and half the internet's "getting started with BI" tutorials use it. But it also shows its age: setting up a real warehouse connection, keeping charts consistent across teams, or embedding a dashboard inside your own product often means bolting on extra tools anyway. A newer generation of AI-native and embedding-first platforms has grown up specifically to cover what Metabase makes awkward. Here are 7 real alternatives, grouped by what they're actually built to solve.
1. Omni — for teams that want chat, SQL and dashboards on one governed model
Omni lets you explore the same governed set of metrics through chat, raw SQL, a spreadsheet-like interface, or dashboards — and it's built to be embedded directly into your own product, not just used internally.
Who it's for: data and business teams on a cloud warehouse who want self-service analytics without every team defining "revenue" differently.
Pricing: custom quote, with a free trial and 1:1 demo.
Honest limits: no public pricing, heavier than a lightweight BI tool, and it needs a real data warehouse behind it.
2. Definite — for replacing your whole BI stack, not just the dashboard layer
Definite is more ambitious than a Metabase swap: it replaces a Fivetran + Snowflake + dbt + Looker stack with one tool that ingests, stores and queries your business data, plus an AI analyst that answers plain-English questions.
Who it's for: startups and RevOps/finance teams without a dedicated data engineer who want one bill instead of four.
Pricing: free (limited), then $250/month (Standard); Enterprise on quote.
Honest limits: $250/month minimum for the real plan, more vendor lock-in than a modular stack, and the free plan is quickly outgrown.
3. Dreambase — for teams that just want dashboards on their Postgres/Supabase data
Dreambase connects directly to Postgres or Supabase — no warehouse, no ETL — and uses AI to map your schema and build dashboards and reports automatically. Supabase is an official investor and partner.
Who it's for: product teams and indie developers who already run Postgres/Supabase and don't want to stand up a separate data pipeline.
Pricing: free (1 user, 1 dashboard); Pro $29/mo annual or $49/mo monthly; Team $249/mo (annual only); Enterprise on quote; 14-day trial on paid plans.
Honest limits: only works with Postgres/Supabase — useless if your data lives in Stripe or Salesforce — and the free tier (1 dashboard, 1 schema) is really just for testing.
4. QueryPanel — for putting dashboards inside your own SaaS, multi-tenant from day one
QueryPanel turns customer questions into charts inside your own product, with multi-tenant isolation built into the design and support for Postgres, ClickHouse, BigQuery and MySQL, plus a headless SDK and React components.
Who it's for: SaaS founders and product teams who want to offer their own customers dashboards without building an analytics layer from scratch.
Pricing: free (3 tenants, 50 AI charts/month); Starter $49/mo (10 tenants, 200 charts); Growth $249/mo (100 tenants, 1,000 charts); Scale $999/mo (1,000 tenants, 5,000 charts); Enterprise on quote.
Honest limits: the free tier is really just a test, real SDK integration work is required (it's not an instant plug-in), and it's a young product without the track record of established players.
5. DataKit — for exploring big files and databases locally, without uploading anything
DataKit is a local-first, browser-based data studio built on DuckDB for previewing, querying and visualizing large files or databases entirely on your machine, with a natural-language SQL assistant.
Who it's for: analysts and engineers who want to explore a big CSV or database quickly without standing up infrastructure or sending data anywhere.
Pricing: free for local/self-hosted use; no public pricing for a hosted/team version yet.
Honest limits: no public pricing for the team tier, and it's less complete than a full notebook for serious data science work.
6. Embedful — for dropping simple charts into a website or Notion, no data team required
Embedful turns spreadsheets and analytics data into charts and dashboards you can embed straight into WordPress, Notion, Framer, Coda, Drupal or Wix, with public or private client portals.
Who it's for: agencies, consultants and small product teams that need to hand clients a dashboard without any BI infrastructure.
Pricing: free signup available; full pricing grid isn't detailed on the site.
Honest limits: not built for complex multi-source analysis or heavy SQL, and pricing transparency is weak.
7. Embeddable — for shipping analytics as a native component inside your own app
Embeddable is built specifically for embedding real dashboards inside your own product as a native web component (not an iframe), with multi-tenant security built in.
Who it's for: engineering and product teams who need to ship customer-facing analytics inside their own SaaS product.
Pricing: free (3 dashboards, 200 sessions); Lite $499/month; Premium/Enterprise on quote.
Honest limits: a steep jump to $499/month once you outgrow the free tier, which itself is capped at 200 sessions/month, and full white-label needs a custom quote.
How they compare
| Tool | Best for | Starting price | Needs a warehouse? |
|---|---|---|---|
| Omni | Governed self-service BI (chat+SQL+dashboards) | Custom quote | Yes |
| Definite | Replacing your whole BI stack | Free, $250/mo | No (built-in) |
| Dreambase | Postgres/Supabase-native dashboards | Free, $29/mo | No (direct DB) |
| QueryPanel | Multi-tenant dashboards inside your SaaS | Free, $49/mo | No |
| DataKit | Local-first exploration of big files/DBs | Free (local) | No |
| Embedful | Simple embeds in websites/Notion | Free tier | No |
| Embeddable | Native embedded analytics components | Free, $499/mo | Yes |
Metabase is still a perfectly reasonable free default for internal dashboards. What pushes people to look elsewhere is usually one of two things: wanting to hand dashboards to your own customers (Embeddable, QueryPanel, Embedful, Qrvey-style tools), or wanting AI to do the SQL and schema work Metabase still leaves to you (Dreambase, Definite, Omni). Pick based on which gap you actually have — not on switching for its own sake.