BI & Dashboards

Alternatives to Preswald

Compare healthier or more active tools in the same use case using ToolVitals public evidence.

View Preswald profile View BI & Dashboards leaderboard

Why compare

Signals behind this alternatives page

Preswald currently shows at least one risk or watch signal in ToolVitals data.
Multiple signals suggest declining health or reduced shipping momentum.
Health score: 46/100.
Shipping score: 7/100.

Confidence caveat: Moderate-confidence page: useful public signals are present, but some evidence sources may be missing or stale.

Switching guide

Best alternatives by need

Best overallApache Superset

Highest organic ToolVitals fit for this use case.

Healthier optionsApache Superset, Metabase, WrenAI, Cube

Stronger current public-health signal than Preswald.

Verified open/source-visibleApache Superset, Metabase, Lightdash, Rill

Useful when portability and inspectability matter.

License unknown, source-visible signalsWrenAI, Cube, Chartbrew

Public source signals exist, but ToolVitals has not verified the license class.

Trust note: Sponsors and affiliate links are separate from rankings. ToolVitals does not let monetization change scores, risk labels, organic ordering, or evidence display.

Ranked alternatives

Best-fit bi & dashboards options

12 tools

Apache Superset

Apache Superset is a Data Visualization and Data Exploration Platform

Active

Health100

Shipping100

Score100

Confidence100

Stars74.1k

ModeSource-visible project

View profile Compare with Preswald

Metabase

Open-source business intelligence

Active

Health100

Shipping100

Score100

Confidence100

Stars48.5k

ModeSource-visible project

View profile Compare with Preswald

WrenAI

Open-source text-to-SQL and text-to-chart GenBI agent with a semantic layer.

Active

Health100

Shipping100

Score100

Confidence100

Stars16.7k

ModeSource-visible project

View profile Compare with Preswald

Cube

📊 Cube Core is open-source semantic layer for AI, BI and embedded analytics

Active

Health95

Shipping100

Score98

Confidence100

Stars20.5k

ModeSource-visible project

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Lightdash

Self-serve BI to 10x your data team ⚡️

Active

Health96

Shipping100

Score98

Confidence100

Stars6k

ModeSource-visible project

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Rill

The fastest business intelligence tool for humans and agents.

Active

Health96

Shipping100

Score98

Confidence100

Stars2.8k

ModeSource-visible project

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Nao

👾 nao is an open source analytics agent. (1) Create context with nao-core cli, (2) deploy nao chat interface for everyone

Active

Health98

Shipping100

Score99

Confidence100

Stars1.5k

ModeSource-visible project

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Dash

Open-source Python framework for building data apps and dashboards.

Active

Health91

Shipping93

Score94

Confidence100

Stars24.4k

ModeLibrary / Framework

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DataEase

Open-source business intelligence and data visualization platform.

Active

Health87

Shipping87

Score90

Confidence94

Stars24.3k

ModeSource-visible project

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Chartbrew

Open-source reporting platform to build and share live dashboards from APIs, SQL and NoSQL databases, with powerful AI assistant, scheduling, and embeddable charts 📈📊

Active

Health87

Shipping77

Score87

Confidence100

Stars4k

ModeSource-visible project

View profile Compare with Preswald