Qubit vs Apache Superset
Superset is free to license. Your team still runs the servers, databases, upgrades, and security setup. With Qubit, we host, run, and maintain the platform.
- 140+ integrations
- Built-in data warehouse
- Recurring workflows
Free up the engineers who would run your BI tool.
A free dashboard platform turns into an internal service once people depend on it. Someone has to keep it running, upgrade it, and fix it when it breaks. Qubit includes the warehouse, analysis, and scheduled tasks, so there are fewer components for you to operate.
The technical work starts before the chart
Apache SupersetCharts have a visual builder. Preparing SQL datasets, configuring database access, and deploying the service still take technical expertise.
With QubitAfter sources and metrics are set up, business users ask questions directly. We host and run the platform.
You own the service when it breaks
Apache SupersetYour team maintains the application, its metadata database, and any cache or task workers you configure, including upgrades, backups, and troubleshooting.
With QubitWe host, run, and maintain Qubit, with your data storage and analysis on one platform.
A zero license fee still leaves an operating bill
Apache SupersetHosting, a data warehouse, maintenance time, and support sit outside the Apache license. Those costs remain even with no per-user fee.
With QubitHosting and operation are part of the Qubit subscription. Each plan states its users, usage limits, and support.
Connecting sources, defining metrics, and setting permissions are part of setup in Qubit as well. Advanced access controls and usage limits depend on your plan.
Compare at a glance
- Available
- Needs setup or a paid upgrade
- Not built in
| What to compare |  Decision intelligence |  Apache SupersetOpen-source BI |
|---|---|---|
| What the product covers | Storage, analysis, and workflows togetherChat, dashboards, monitoring, reports, and scheduled workflows on the same data. | Requires setupSQL exploration and dashboards on your own data infrastructure. |
| Your team’s workspace | Built for business teamsAsk questions, build dashboards, schedule reviews. | AvailableChart builder, dashboards, and SQL Lab |
| Analysis without writing code | Ask business questions without writing SQLOnce sources, metrics, and access are configured, business teams can ask questions and follow up in plain language. | AvailableCharts are built visually. SQL datasets, database access, deployment, and upgrades need technical ownership. |
| Business context | Shared definitionsMetric definitions and data relationships that span all your sources. | AvailableDataset metrics and calculated columns maintained by your team |
| Built-in data warehouse | Qubit can be your data warehouseSync supported sources into Qubit’s data store, or query supported databases directly. | Not built inQueries your SQL databases; your team provides and operates the underlying data storage. |
| Source protection | Read-only analysis queriesAnalysis queries are checked before execution and blocked if they modify data. This also applies to administrators. | Requires setupAdministrators must configure database privileges and SQL execution safeguards. |
| Who can see your data | Control access down to rowsHigher plan requiredConfigure access to connections and datasets, with row filters applied to analysis queries. | AvailableRoles and dataset row filters are configured by your administrators. |
| Audit & traceability | Review activity and report sourcesWorkspace activity logs, plus the SQL and data sources behind each generated report. | Requires setupDatabase-level auditing is recommended to track queries and access. |
| Setup & maintenance | Fewer services to assembleData sync, storage, analysis, and workflows in one platform that we host and run. | You own the service when it breaksYour team maintains the application, its metadata database, and any cache or task workers you configure, including upgrades, backups, and troubleshooting. |
| Costs beyond the subscription | Storage and analysis in your planEach plan sets limits for users, storage, and usage. Your source systems and any external services you choose are billed separately. | A zero license fee still leaves an operating billHosting, a data warehouse, maintenance time, and support sit outside the Apache license. Those costs remain even with no per-user fee. |
| Published pricing (USD) | From $9/month for one userTeams from $99/month including 2 users, plus $15 per extra user up to the plan limit. Advanced access controls require a higher plan. See plans for full limits. | PricingApache open-source software: $0 license fee. Hosting, warehouse, maintenance, and support are separate costs. |
Synced data is stored in Qubit. Advanced access controls, feature availability, and usage limits depend on your plan and setup.
Source: Apache Superset documentationPrices checked 27 September 2026. Plans, included features, and taxes can vary. See Apache Superset pricing and Qubit plans.
Comparison references
Your weekly analysis, already scheduled.
Turn a question your team asks every week into a scheduled review. Set when it runs, add the analysis step, and choose the output, such as a purchasing summary.
- Schedule the review your team repeats every week.
- Get the result as a report or summary the team can act on.
What a Qubit plan includes
- Everyday analysis
- Data chat, dashboards, shared metric definitions, scheduled workflows, and reports. Connection counts and usage limits depend on your plan.
- Automatic insights
- Qubit flags notable changes in your data, so you know where to look next.
- Embed, customize, and control
- Dashboard and agent embedding, your branding, custom and REST connectors, data permissions, row filters, member access review, and dedicated support.
See Qubit answer a question you already ask.
Connect a source and ask a question your team answers every week. See how Qubit handles the analysis, monitoring, and scheduled workflows.