BI & Dashboards

Alternatives to PsiLabs

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

Why compare

Signals behind this alternatives page

  • PsiLabs currently shows at least one risk or watch signal in ToolVitals data.
  • The tool is still alive, but signs of slower momentum are visible.
  • Health score: 54/100.
  • Shipping score: 58/100.
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 PsiLabs.

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
03

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
04

Cube

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

Active
Health95
Shipping100
Score98
Confidence100
Stars20.5k
ModeSource-visible project
07

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
08

Dash

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

Active
Health91
Shipping93
Score94
Confidence100
Stars24.4k
ModeLibrary / Framework
10

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
12

bagofwords

Chat with your data - with memory, rules, and observability built in. Deploy in 2 minutes

Active
Health77
Shipping95
Score88
Confidence94
Stars446
ModeSource-visible project