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Business Intelligence · head to head

Hex vs Lightdash

Hex logo

Hex

Business Intelligence

AI-powered analytics platform unifying notebooks, dashboards, and business intelligence

From
Free
Rated
-
Full reviewWebsite
Lightdash logo

Lightdash

Business Intelligence

Open-source BI for dbt users

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Hex pricing based per-seat ($36-$75/editor/month) becomes expensive for large teams; Lightdash requires existing dbt infrastructure, not suitable for teams without data models
  • They diverge on capability: Hex covers Agentic notebooks, Lightdash covers dbt Integration.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which Hex and Lightdash actually diverge.

Attributes where Hex and Lightdash differ
AttributeHexLightdash
Pricing modelSeat-based subscription with credit systemUnknown
PlatformsWeb, SlackWeb, Cloud (managed), Self-hosted (on-premise)
Founded20192021

Identical on both: starting price (Free), free tier (Yes), 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 Hex

  • Agentic notebooks
  • Conversational analytics
  • Data apps
  • Context Studio
  • Data warehouse integration
  • dbt integration
  • Version history
  • Scheduled automation

Only in Lightdash

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

What people use each for

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

Hex

  • Deep exploratory analysis by data teams on organizational datasetsnot Lightdash
  • Self-serve analytics for business users without SQL knowledgenot Lightdash
  • Executive dashboarding and reporting with real-time datanot Lightdash
  • Cross-functional data collaboration and insight sharingnot Lightdash
  • AI-assisted analysis reducing manual exploration timenot Lightdash

Lightdash

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

Where each one falls short

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

Hex

  • Pricing based per-seat ($36-$75/editor/month) becomes expensive for large teams
  • Free Community tier limited to small compute and trial AI features
  • Advanced compute adds per-hour fees ($0.32-$4.06/hour), requiring cost monitoring
  • Learning curve for users unfamiliar with SQL or Python notebooks
  • Enterprise features requiring custom quotes lack transparent pricing

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

Hex

Free
  • CommunityFree
    • Hex agent trial
    • Data source connections
    • All cell types
  • Professional$36/month
    • Everything in Community
    • Full Hex agent access
    • Standard credits
  • Team$75/month
    • Everything in Professional
    • Extended credits
    • Unlimited published apps
  • Enterprise$undefined/custom
    • Everything in Team
    • Explorer seat add-ons
    • Audit logs

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 Hex if

  • You need agentic notebooks.
  • You want to start without paying.
  • You work on Web, Slack.
  • You also want conversational analytics.
Hex 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 Hex or Lightdash better?
Neither clearly leads. Hex 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, Hex or Lightdash?
Hex starts at Free and Lightdash at Free.
Does Hex or Lightdash run on more platforms?
Hex runs on Web, Slack. Lightdash runs on Web, Cloud (managed), Self-hosted (on-premise).
Can I use Hex for free?
Both have a free tier, so you can try either at no cost before committing.
What is Hex best used for?
Hex is most often used for deep exploratory analysis by data teams on organizational datasets, self-serve analytics for business users without sql knowledge, executive dashboarding and reporting with real-time data, cross-functional data collaboration and insight sharing. Of those, deep exploratory analysis by data teams on organizational datasets and self-serve analytics for business users without sql knowledge are not what Lightdash is typically brought in for.
What can Hex do that Lightdash cannot?
Hex covers Agentic notebooks, Conversational analytics, Data apps, Context Studio. Lightdash covers dbt Integration, Metrics Layer, Dashboards, Scheduling.

Answered from the vendors’ own pages

Hex: What is included in the free Community plan?

The Community plan ($0) includes Hex agent trial, data source connections, all cell types, and small compute sizing. It's suitable for prototyping and hobbyist projects.

Source
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
Hex: How much do advanced compute resources cost?

Advanced compute is billed per minute and ranges from $0.32 to $4.06 per hour depending on resource tier. Monthly credit grants are included in paid plans.

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
Hex: Can I share analytics with non-Hex users?

Yes. Published apps can be shared publicly. Embedded analytics are available on Enterprise plans for integrating Hex into other applications.

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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