Business Intelligence · head to head
ChartMogul vs Snowplow

Snowplow
Business Intelligence
Behavioural data pipeline you run in your own cloud, relicensed away from Apache 2.0 in 2024
- From
- On request
- Rated
- -
The short version
- Only ChartMogul has a free tier, so it costs nothing to try first.
- Each has a real cost: ChartMogul the free tier stops at $10K MRR, so it lapses precisely as a company starts to matter; Snowplow the core pipeline was relicensed from Apache 2.0 on 8 January 2024 to the Snowplow Limited Use Licence Agreement and a Confluent-derived community licence, so organisations that adopted it as permissively licensed software must now review their entitlement, buy a licence, or migrate.
- They diverge on capability: ChartMogul covers MRR Analytics, Snowplow covers Own-cloud deployment.
- Prices and features above were last checked on 31 August 2026.
Where they differ
Only the attributes on which ChartMogul and Snowplow actually diverge.
| Attribute | ChartMogul | Snowplow |
|---|---|---|
| Starting price | Free | On request |
| Pricing model | subscription | quote |
| Free tier | Yes | No |
| Platforms | Web, Api | Linux, Web, Docker |
| Founded | 2014 | Unknown |
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 ChartMogul
- MRR Analytics
- Churn Analysis
- Cohort Analysis
- Customer Segmentation
- Revenue Recognition
- Stripe
- Chargebee
- Recurly
Only in Snowplow
- Own-cloud deployment
- Schema enforcement
- Warehouse loading
- Enrichment
- Trackers
- Streaming output
- Data models
- Snowplow BDP
What people use each for
The jobs each tool is most often brought in to do.
ChartMogul
- MRR trackingnot Snowplow
- Churn analysisnot Snowplow
- Revenue analyticsnot Snowplow
- Subscription metricsnot Snowplow
- Financial forecastingnot Snowplow
Snowplow
- A data team that needs full-fidelity event data in its own warehouse to build attribution or machine learning features rather than to populate dashboardsnot ChartMogul
- A regulated business that cannot send behavioural data to a third-party analytics vendor and must keep collection inside its own cloud accountnot ChartMogul
- A product organisation tired of silently malformed events, which wants a schema contract enforced at collection timenot ChartMogul
- A company modelling customer behaviour across web, mobile and server events that needs them in one consistent structurenot 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
Snowplow
- The core pipeline was relicensed from Apache 2.0 on 8 January 2024 to the Snowplow Limited Use Licence Agreement and a Confluent-derived community licence, so organisations that adopted it as permissively licensed software must now review their entitlement, buy a licence, or migrate.
- You run the pipeline in your own cloud, which means the infrastructure bill, the on-call rota and the upgrade work are yours, and at high event volume that operational cost frequently exceeds what a hosted product would have charged.
- Schema enforcement is the main benefit and the main friction, because every new event requires a schema to be authored and versioned, and teams without discipline around that end up blocked on their own governance process.
- There is no analysis layer: Snowplow delivers data to your warehouse and nothing else, so you still need modelling, a BI tool and the people to run them before anyone sees a number.
- The licence change fractured the community, spawning an Apache 2.0 fork, which means community contributions and third-party tooling are now split across two codebases with uncertain long-term maintenance.
Pricing, plan by plan
ChartMogul
Free- FreeFree
- Up to $120K ARR tracked
- 1 billing source
- Unlimited team members
- Starter$59/month
- $59-$707/month based on ARR
- Up to $10M ARR tracked
- 1 billing source
- Pro$99/month
- $99-$1,199/month based on ARR
- Up to $10M ARR tracked
- 5 billing sources
- Enterprise$19900/year
- Custom pricing available
- Unlimited ARR tracked
- 15 billing sources
Snowplow
On request- Snowplow BDP$undefined/year
- Commercial pricing quoted by event volume and deployment
- Core pipeline components under the Snowplow Limited Use Licence Agreement, not Apache 2.0
- Trackers, analytics SDKs and Iglu SDKs remain Apache 2.0
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 Snowplow if
- You need own-cloud deployment.
- You work on Linux, Web, Docker.
- You also want schema enforcement.
Questions people ask
- Is ChartMogul or Snowplow better?
- Neither clearly leads. ChartMogul starts at Free and Snowplow at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, ChartMogul or Snowplow?
- ChartMogul has a free tier; the other does not. Paid plans start at Free for ChartMogul and On request for Snowplow.
- Does ChartMogul or Snowplow run on more platforms?
- ChartMogul runs on Web, Api. Snowplow runs on Linux, Web, Docker.
- Can I use ChartMogul for free?
- Yes. ChartMogul has a free tier, so you can try it without paying. Snowplow starts at On request.
- 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 Snowplow is typically brought in for.
- What can ChartMogul do that Snowplow cannot?
- ChartMogul covers MRR Analytics, Churn Analysis, Cohort Analysis, Customer Segmentation. Snowplow covers Own-cloud deployment, Schema enforcement, Warehouse loading, Enrichment.
Answered from the vendors’ own pages
ChartMogul: How much does ChartMogul cost for a small SaaS startup?
ChartMogul offers a free plan for companies with up to $120K ARR. Starter plans begin at $59 per month for smaller ARR amounts and scale up to $707 per month, with a 17% discount available for annual commitments. Source: https://chartmogul.com/pricing
SourceSnowplow: Is Snowplow still open source?
Not in the permissive sense. On 8 January 2024 the core pipeline moved from Apache 2.0 to the Snowplow Limited Use Licence Agreement, with version 1.1 following in December 2024, alongside a community licence based on the Confluent Community Licence. Trackers and analytics SDKs remain Apache 2.0.
ChartMogul: What are the team member limits on ChartMogul plans?
The Free and Pro plans include unlimited team members, while the Starter plan is limited to 3 team members. Enterprise plans offer unlimited users with custom pricing. Source: https://chartmogul.com/pricing
SourceSnowplow: Can we still run it for free in production?
Free use of the relicensed core components is materially constrained and commercial use generally requires an agreement. Read the current licence text against your intended use rather than relying on older documentation.
ChartMogul: How many billing sources can each ChartMogul plan integrate?
Free and Starter plans support 1 billing source each. Pro plans increase to 5 billing sources. Enterprise plans support 15 billing sources with custom pricing and unlimited integration capabilities. Source: https://chartmogul.com/pricing
SourceSnowplow: Is there an Apache 2.0 alternative?
Yes, a fork called OpenSnowcat was created in response to the relicensing and continues under Apache 2.0.
ChartMogul: Does ChartMogul offer an annual payment discount?
Yes, ChartMogul provides a 17% discount when paying annually instead of monthly on Starter and Pro plans. Enterprise customers can discuss custom annual pricing with the sales team. Source: https://chartmogul.com/pricing
SourceSnowplow: What does Snowplow BDP cost?
Not published. It is quoted by event volume and deployment, and your own cloud infrastructure costs are separate and additional.
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