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Business Intelligence · head to head

Lightdash vs Reportz

Lightdash logo

Lightdash

Business Intelligence

Open-source BI for dbt users

From
Free
Rated
-
Full reviewWebsite
Reportz logo

Reportz

Business Intelligence

Per-dashboard marketing reporting at under ten dollars a client

From
$9.9/month
Rated
-
Full reviewWebsite

The short version

  • Only Lightdash has a free tier, so it costs nothing to try first.
  • Each has a real cost: Lightdash requires existing dbt infrastructure, not suitable for teams without data models; Reportz the connector library is smaller than the established agency reporting tools, and if a platform you report on is missing there is no practical route to getting it added.
  • They diverge on capability: Lightdash covers dbt Integration, Reportz covers Per-dashboard pricing.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Lightdash and Reportz actually diverge.

Attributes where Lightdash and Reportz differ
AttributeLightdashReportz
Starting priceFree$9.9/month
Pricing modelUnknownPer month by dashboard count
Free tierYesNo
PlatformsWeb, Cloud (managed), Self-hosted (on-premise)Web
Founded2021Unknown

Identical on both: user rating (Not yet rated), category (Business Intelligence).

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 Lightdash

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

Only in Reportz

  • Per-dashboard pricing
  • Unlimited users
  • Public share links
  • White labelling
  • Template library
  • Scheduled reports
  • Custom KPI widgets
  • Client management

What people use each for

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

Lightdash

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

Reportz

  • A five-person SEO agency reporting to twenty five clients that cannot justify several hundred dollars a month for reporting softwarenot Lightdash
  • A freelancer who needs one white-labelled dashboard per client and nothing elsenot Lightdash
  • An agency giving clients a live link instead of a monthly PDF, without buying client seatsnot Lightdash
  • A marketing team wanting a cheap always-on KPI screen fed from ad and analytics platformsnot Lightdash

Where each one falls short

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

Lightdash

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

Reportz

  • The connector library is smaller than the established agency reporting tools, and if a platform you report on is missing there is no practical route to getting it added.
  • Four Dots is a small agency-owned business rather than a funded software company, so API breakages and platform changes can take longer to fix than at larger vendors.
  • There is no data modelling, SQL or warehouse layer, so cross-source analysis is limited to what the widget set already supports.
  • Per-dashboard billing means an agency that builds several views per client loses the headline price advantage quickly.
  • Documentation and support are thin compared with larger competitors, and complex setups often need direct email support rather than self-service answers.

Pricing, plan by plan

Lightdash

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

Reportz

$9.9/month
  • Consultant$9.9/month
    • Priced per dashboard
    • Unlimited users
    • Unlimited data sources
  • Agency$99/month
    • Around ten dashboards at the same per-dashboard rate
    • Unlimited users
    • Custom domain
  • Enterprise$742.5/month
    • 75 dashboards
    • Volume rate
    • Unlimited users

Which should you pick?

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

Choose Reportz if

  • You need per-dashboard pricing.
  • You also want unlimited users.
Reportz review

Questions people ask

Is Lightdash or Reportz better?
Neither clearly leads. Lightdash starts at Free and Reportz at $9.9/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Lightdash or Reportz?
Lightdash has a free tier; the other does not. Paid plans start at Free for Lightdash and $9.9/month for Reportz.
Does Lightdash or Reportz run on more platforms?
Lightdash runs on Web, Cloud (managed), Self-hosted (on-premise). Reportz runs on Web.
Can I use Lightdash for free?
Yes. Lightdash has a free tier, so you can try it without paying. Reportz starts at $9.9/month.
What is Lightdash best used for?
Lightdash is most often used for self-service analytics, data exploration, ad-hoc reporting, collaborative analysis. Of those, self-service analytics and data exploration are not what Reportz is typically brought in for.
What can Lightdash do that Reportz cannot?
Lightdash covers dbt Integration, Metrics Layer, Dashboards, Scheduling. Reportz covers Per-dashboard pricing, Unlimited users, Public share links, White labelling.

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
Reportz: What does Reportz cost?

9.90 US dollars per dashboard per month, with unlimited users and data sources on every tier.

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
Reportz: Is there a free plan?

No, but there is a fifteen day trial with no card required.

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
Reportz: Who is behind it?

Four Dots, a digital marketing agency in Belgrade that built the tool for its own client reporting.

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
Reportz: Can clients view without a login?

Yes, dashboards can be shared as a public link under your own domain.

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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