Business Intelligence · head to head
ChartMogul vs Lightdash
The short version
- Each has a real cost: ChartMogul the free tier stops at $10K MRR, so it lapses precisely as a company starts to matter; Lightdash requires existing dbt infrastructure, not suitable for teams without data models
- They diverge on capability: ChartMogul covers MRR Analytics, Lightdash covers dbt Integration.
Where they differ
Only the attributes on which ChartMogul and Lightdash actually diverge.
| Attribute | ChartMogul | Lightdash |
|---|---|---|
| Pricing model | freemium | Unknown |
| Platforms | Web, Api | Web, Cloud (managed), Self-hosted (on-premise) |
| Founded | 2014 | 2021 |
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 ChartMogul
- MRR Analytics
- Churn Analysis
- Cohort Analysis
- Customer Segmentation
- Revenue Recognition
- Stripe
- Chargebee
- Recurly
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.
ChartMogul
- MRR trackingnot Lightdash
- Churn analysisnot Lightdash
- Revenue analyticsnot Lightdash
- Subscription metricsnot Lightdash
- Financial forecastingnot Lightdash
Lightdash
- Self-service analyticsnot ChartMogul
- Data explorationnot ChartMogul
- Ad-hoc reportingnot ChartMogul
- Collaborative analysisnot ChartMogul
- Embedded analyticsnot ChartMogul
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
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
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
ChartMogul
Free- LaunchFree
- Under $10k MRR
- Core Metrics
- Basic Support
- Scale$100/month
- Advanced Analytics
- Segmentation
- API Access
Lightdash
Free- Open SourceFree
- MIT-licensed core
- Self-hostable
- dbt integration
- Cloud Managed$undefined/mo
- Managed hosting
- Premium features
- AI agent capabilities
Which should you pick?
Choose ChartMogul if
- You need mrr analytics.
- You want to start without paying.
- You work on Web, Api.
- You also want churn analysis.
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.
Questions people ask
- Is ChartMogul or Lightdash better?
- Neither clearly leads. ChartMogul 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, ChartMogul or Lightdash?
- ChartMogul starts at Free and Lightdash at Free.
- Does ChartMogul or Lightdash run on more platforms?
- ChartMogul runs on Web, Api. Lightdash runs on Web, Cloud (managed), Self-hosted (on-premise).
- Can I use ChartMogul for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is ChartMogul best used for?
- ChartMogul is most often used for mrr tracking, churn analysis, revenue analytics, subscription metrics. Of those, mrr tracking and churn analysis are not what Lightdash is typically brought in for.
- What can ChartMogul do that Lightdash cannot?
- ChartMogul covers MRR Analytics, Churn Analysis, Cohort Analysis, Customer Segmentation. 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.
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