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Databox vs Lightdash

Databox logo

Databox

Software

KPI dashboards for business performance

From
Free
Rated
-
Full reviewWebsite
Lightdash logo

Lightdash

Software

Open-source BI for dbt users

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Databox data sources are the billing unit, and the $159 Pro plan still includes only 3 before charging $5.60 for each additional one; Lightdash requires existing dbt infrastructure, not suitable for teams without data models
  • They diverge on capability: Databox covers Pre-built Dashboards, Lightdash covers dbt Integration.

Where they differ

Only the attributes on which Databox and Lightdash actually diverge.

Attributes where Databox and Lightdash differ
AttributeDataboxLightdash
Pricing modelfreemiumUnknown
PlatformsWeb, Mobile, TvWeb, Cloud (managed), Self-hosted (on-premise)
Founded20112021

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Unknown).

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

Only in Databox

  • Pre-built Dashboards
  • Goal Tracking
  • Alerts
  • Scorecards
  • Mobile App
  • HubSpot
  • Google Analytics
  • Facebook

Only in Lightdash

  • dbt Integration
  • Metrics Layer
  • Dashboards
  • Scheduling
  • Version Control
  • dbt
  • BigQuery
  • Snowflake

Both cover

  • Web support

What people use each for

The jobs each tool is most often brought in to do.

Databox

  • Building business dashboards from multiple SaaS data sourcesnot Lightdash
  • Tracking KPIs and metrics across marketing, sales and finance toolsnot Lightdash

Lightdash

  • Self-service analyticsnot Databox
  • Data explorationnot Databox
  • Ad-hoc reportingnot Databox
  • Collaborative analysisnot Databox
  • Embedded analyticsnot Databox

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Databox

  • Data sources are the billing unit, and the $159 Pro plan still includes only 3 before charging $5.60 for each additional one
  • The $64 Analyst plan is capped at 5 data sources and a single user
  • The free plan allows 3 data sources, 10 custom metrics and one user
  • AI credits are metered monthly, from 50 on free to 4,000 on Growth
  • Every published price assumes annual billing, with monthly costing 20% more

Lightdash

  • Requires existing dbt infrastructure, not suitable for teams without data models
  • Enterprise features and AI agents unavailable in open-source MIT-licensed core

Pricing, plan by plan

Databox

Free
  • FreeFree
    • 3 Data Sources
    • Basic Features
    • Community Support
  • Starter$72/month
    • 10 Data Sources
    • Alerts
    • Forecasting

Lightdash

Free
  • Open SourceFree
    • MIT-licensed core
    • Self-hostable
    • dbt integration
  • Cloud Managed$undefined/mo
    • Managed hosting
    • Premium features
    • AI agent capabilities

Which should you pick?

Choose Databox if

  • You need pre-built dashboards.
  • You want to start without paying.
  • You work on Web, Mobile, Tv.
  • You also want goal tracking.
Databox review

Choose Lightdash if

  • You need dbt integration.
  • You want to start without paying.
  • You work on Web, Cloud (managed), Self-hosted (on-premise).
  • You also want metrics layer.
Lightdash review

Questions people ask

Is Databox or Lightdash better?
Neither clearly leads. Databox starts at Free and Lightdash at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Databox or Lightdash?
Databox starts at Free and Lightdash at Free.
Does Databox or Lightdash run on more platforms?
Databox runs on Web, Mobile, Tv. Lightdash runs on Web, Cloud (managed), Self-hosted (on-premise).
Can I use Databox for free?
Both have a free tier, so you can try either at no cost before committing.
What is Databox best used for?
Databox is most often used for building business dashboards from multiple saas data sources, tracking kpis and metrics across marketing, sales and finance tools. Of those, building business dashboards from multiple saas data sources and tracking kpis and metrics across marketing, sales and finance tools are not what Lightdash is typically brought in for.
What can Databox do that Lightdash cannot?
Databox covers Pre-built Dashboards, Goal Tracking, Alerts, Scorecards. Lightdash covers dbt Integration, Metrics Layer, Dashboards, Scheduling. Both handle Web support.

Answered from the vendors’ own pages

Lightdash: Is Lightdash free?

Yes. Lightdash is free and open source under the MIT license. Self-hosting is completely free. Managed cloud services and enterprise features require separate licensing.

Source
Lightdash: How does Lightdash integrate with dbt?

Lightdash reads dbt models and metric definitions directly. A team defines metrics once in dbt and reuses them across dashboards, exploration, and AI agents without redefinition.

Source
Lightdash: Does Lightdash support SQL queries?

Yes. As a modern BI platform for analysts, Lightdash supports full SQL capabilities alongside dbt model exploration and visual query builders.

Source
Lightdash: What are Lightdash AI agents?

Lightdash AI agents, available on paid plans, allow natural language queries against your data, generating SQL and visualizations automatically from questions.

Source
Lightdash: Can Lightdash be self-hosted?

Yes. Lightdash's MIT-licensed core is completely self-hostable and free. Enterprise features and AI agents ship under separate licensing.

Source
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