Software · head to head
Lightdash vs ChartMogul
The short version
- Each has a real cost: Lightdash requires existing dbt infrastructure, not suitable for teams without data models; ChartMogul the free tier stops at $10K MRR, so it lapses precisely as a company starts to matter
- They diverge on capability: Lightdash covers dbt Integration, ChartMogul covers MRR Analytics.
Where they differ
Only the attributes on which Lightdash and ChartMogul actually diverge.
| Attribute | Lightdash | ChartMogul |
|---|---|---|
| Pricing model | Unknown | freemium |
| Platforms | Web, Cloud (managed), Self-hosted (on-premise) | Web, Api |
| Founded | 2021 | 2014 |
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 Lightdash
- dbt Integration
- Metrics Layer
- Dashboards
- Scheduling
- Version Control
- dbt
- BigQuery
- Snowflake
Only in ChartMogul
- MRR Analytics
- Churn Analysis
- Cohort Analysis
- Customer Segmentation
- Revenue Recognition
- Stripe
- Chargebee
- Recurly
Both cover
- Web support
What people use each for
The jobs each tool is most often brought in to do.
Lightdash
- Self-service analyticsnot ChartMogul
- Data explorationnot ChartMogul
- Ad-hoc reportingnot ChartMogul
- Collaborative analysisnot ChartMogul
- Embedded analyticsnot ChartMogul
ChartMogul
- MRR trackingnot Lightdash
- Churn analysisnot Lightdash
- Revenue analyticsnot Lightdash
- Subscription metricsnot Lightdash
- Financial forecastingnot 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
ChartMogul
- The free tier stops at $10K MRR, so it lapses precisely as a company starts to matter
- Starter is capped at 3 team members and a single billing system connection
- Two-way CRM sync and warehouse integration require the Pro tier
- Pricing scales with your ARR rather than with usage, so the bill rises as the business grows
- Enterprise starts at $19,900 a year and is required above $10M ARR
Pricing, plan by plan
Lightdash
Free- Open SourceFree
- MIT-licensed core
- Self-hostable
- dbt integration
- Cloud Managed$undefined/mo
- Managed hosting
- Premium features
- AI agent capabilities
ChartMogul
Free- LaunchFree
- Under $10k MRR
- Core Metrics
- Basic Support
- Scale$100/month
- Advanced Analytics
- Segmentation
- API Access
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.
Choose ChartMogul if
- You need mrr analytics.
- You want to start without paying.
- You work on Web, Api.
- You also want churn analysis.
Questions people ask
- Is Lightdash or ChartMogul better?
- Neither clearly leads. Lightdash starts at Free and ChartMogul at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Lightdash or ChartMogul?
- Lightdash starts at Free and ChartMogul at Free.
- Does Lightdash or ChartMogul run on more platforms?
- Lightdash runs on Web, Cloud (managed), Self-hosted (on-premise). ChartMogul runs on Web, Api.
- Can I use Lightdash for free?
- Both have a free tier, so you can try either at no cost before committing.
- 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 ChartMogul is typically brought in for.
- What can Lightdash do that ChartMogul cannot?
- Lightdash covers dbt Integration, Metrics Layer, Dashboards, Scheduling. ChartMogul covers MRR Analytics, Churn Analysis, Cohort Analysis, Customer Segmentation. 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.
SourceLightdash: 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.
SourceLightdash: 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.
SourceLightdash: 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.
SourceLightdash: 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