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Dashboards, notebooks and the layer people actually look at.

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Modern cloud BI

SQL editor, Python and R notebooks and dashboards in one report for analyst teams; owned by ThoughtSpot, also sold as Analyst Studio.

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Preset

Open source

Managed Apache Superset in the cloud: free Starter for 5 users, Professional at $20 per user a month, SOC 2 Type 2 and private cloud options.

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Apache Superset

Open source

Open-source BI platform with SQL Lab, 34+ chart types and embedding; free under Apache 2.0, but production self-hosting needs real ops work.

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Looker Studio

Modern cloud BI

Google's free report and dashboard builder, renamed Data Studio in 2026: 1,400+ data sources, free viewers, and a $9 Pro tier.

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Sigma

Modern cloud BI

Spreadsheet-style cloud BI that runs live SQL on your warehouse, with input tables for write-back, data apps and AI agents.

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Lightdash

Inside BI

Open-core BI that reads metrics and joins from your dbt project; free to self-host, Cloud Pro is a flat $3,000 a month for unlimited users.

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Cloud from $300/mo, billed annually

Qlik Sense

Enterprise BI

Enterprise BI for exploring relationships across connected data, with associative selections, interactive dashboards, governed sharing, and cloud AI options.

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Free desktop; paid collaboration

Tableau

Enterprise BI

Enterprise visual analytics for building interactive dashboards, preparing data, and distributing governed reports, with hosted and self-managed deployment options.

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Free authoring; paid sharing and capacity

Microsoft Power BI

Enterprise BI

Business intelligence platform for preparing data, building reusable models, and sharing interactive reports, with Copilot available on eligible paid capacity.

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Open source

Metabase

Open source

Panoply Score: 84/100

The fastest BI tool to stand up. Open source and free to self-host; Metabase Cloud from $100 a month for five users.

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Quote only

Looker

Modern cloud BI

Panoply Score: 39/100

Google's governed BI platform with the LookML semantic layer. Sold as annual Standard, Enterprise and Embed editions, priced through sales.

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