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Database & Data Management · head to head

Apache Druid vs ChartMogul

Apache Druid logo

Apache Druid

Database & Data Management

Real-time analytics database for sub-second OLAP queries

From
Free
Rated
-
Full reviewWebsite
ChartMogul logo

ChartMogul

Business Intelligence

Subscription analytics platform

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Apache Druid open-source offering lacks high-availability, distributed architecture, and enterprise security features; ChartMogul the free tier stops at $10K MRR, so it lapses precisely as a company starts to matter
  • They diverge on capability: Apache Druid covers Real-time Ingestion, ChartMogul covers MRR Analytics.

Where they differ

Only the attributes on which Apache Druid and ChartMogul actually diverge.

Attributes where Apache Druid and ChartMogul differ
AttributeApache DruidChartMogul
Pricing modelopen-sourcefreemium
PlatformsDocker, Kubernetes, Native deployment (Java-based)Web, Api
CategoryDatabase & Data ManagementBusiness Intelligence
Founded19992014

Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated).

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 Apache Druid

  • Real-time Ingestion
  • Sub-second Queries
  • Column-oriented Storage
  • Streaming Integration
  • Approximate Algorithms
  • Flexible Schemas
  • Time-based Partitioning
  • Kafka

Only in ChartMogul

  • MRR Analytics
  • Churn Analysis
  • Cohort Analysis
  • Customer Segmentation
  • Revenue Recognition
  • Stripe
  • Chargebee
  • Recurly

What people use each for

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

Apache Druid

  • Real-time analytics platforms ingesting millions of events per second from streaming sourcesnot ChartMogul
  • Applications requiring sub-second queries over high-cardinality datasets (billions to trillions of rows)not ChartMogul
  • Time-series and event analysis at massive scale with columnar storage efficiencynot ChartMogul

ChartMogul

  • MRR trackingnot Apache Druid
  • Churn analysisnot Apache Druid
  • Revenue analyticsnot Apache Druid
  • Subscription metricsnot Apache Druid
  • Financial forecastingnot Apache Druid

Where each one falls short

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

Apache Druid

  • Open-source offering lacks high-availability, distributed architecture, and enterprise security features
  • Requires native integration with Apache Kafka or Amazon Kinesis for real-time ingestion; custom integrations need development
  • High-concurrency query support (hundreds of thousands QPS) requires significant cluster infrastructure investment

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

Apache Druid

Free

No published plan breakdown. See the Apache Druid review.

ChartMogul

Free
  • LaunchFree
    • Under $10k MRR
    • Core Metrics
    • Basic Support
  • Scale$100/month
    • Advanced Analytics
    • Segmentation
    • API Access

Which should you pick?

Choose Apache Druid if

  • You need real-time ingestion.
  • You want to start without paying.
  • You work on Docker, Kubernetes, Native deployment (Java-based).
  • You also want sub-second queries.
Apache Druid review

Choose ChartMogul if

  • You need mrr analytics.
  • You want to start without paying.
  • You work on Web, Api.
  • You also want churn analysis.
ChartMogul review

Questions people ask

Is Apache Druid or ChartMogul better?
Neither clearly leads. Apache Druid 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, Apache Druid or ChartMogul?
Apache Druid starts at Free and ChartMogul at Free.
Does Apache Druid or ChartMogul run on more platforms?
Apache Druid runs on Docker, Kubernetes, Native deployment (Java-based). ChartMogul runs on Web, Api.
Can I use Apache Druid for free?
Both have a free tier, so you can try either at no cost before committing.
What is Apache Druid best used for?
Apache Druid is most often used for real-time analytics platforms ingesting millions of events per second from streaming sources, applications requiring sub-second queries over high-cardinality datasets (billions to trillions of rows), time-series and event analysis at massive scale with columnar storage efficiency. Of those, real-time analytics platforms ingesting millions of events per second from streaming sources and applications requiring sub-second queries over high-cardinality datasets (billions to trillions of rows) are not what ChartMogul is typically brought in for.
What can Apache Druid do that ChartMogul cannot?
Apache Druid covers Real-time Ingestion, Sub-second Queries, Column-oriented Storage, Streaming Integration. ChartMogul covers MRR Analytics, Churn Analysis, Cohort Analysis, Customer Segmentation.
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