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Apache Druid vs AppDynamics

Apache Druid logo

Apache Druid

Software

Real-time analytics database for sub-second OLAP queries

From
Free
Rated
-
Full reviewWebsite
A

AppDynamics

Software

Enterprise Application Performance Management

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; AppDynamics appdynamics.com/pricing returns a 301 redirect to Splunk's observability pricing page; the product is now sold as Splunk AppDynamics
  • They diverge on capability: Apache Druid covers Real-time Ingestion, AppDynamics covers Application performance monitoring.

Where they differ

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

Attributes where Apache Druid and AppDynamics differ
AttributeApache DruidAppDynamics
Pricing modelopen-sourceusage-based
PlatformsDocker, Kubernetes, Native deployment (Java-based)Web, Api
Founded19992008

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 Apache Druid

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

Only in AppDynamics

  • Application performance monitoring
  • Distributed tracing
  • Real-time analytics
  • Alert management
  • API
  • Webhooks
  • REST
  • Web support

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 AppDynamics
  • Applications requiring sub-second queries over high-cardinality datasets (billions to trillions of rows)not AppDynamics
  • Time-series and event analysis at massive scale with columnar storage efficiencynot AppDynamics

AppDynamics

  • Application performance monitoring for Java, .NET and other enterprise application stacksnot Apache Druid
  • Business transaction tracing across distributed application tiersnot Apache Druid
  • Infrastructure monitoring priced per vCPUnot 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

AppDynamics

  • appdynamics.com/pricing returns a 301 redirect to Splunk's observability pricing page; the product is now sold as Splunk AppDynamics
  • Infrastructure Edition starts at $6 per vCPU per month billed annually, so cost scales with core count rather than host count
  • Premium Edition starts at $33 per host per month and Enterprise Edition at $50 per host per month, both billed annually
  • The published figures are starting prices only, with volume pricing requiring a sales quote

Pricing, plan by plan

Apache Druid

Free

No published plan breakdown. See the Apache Druid review.

AppDynamics

Free
  • FreeFree
    • Application performance monitoring
    • Distributed tracing
    • Real-time analytics

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 AppDynamics if

  • You need application performance monitoring.
  • You want to start without paying.
  • You work on Web, Api.
  • You also want distributed tracing.
AppDynamics review

Questions people ask

Is Apache Druid or AppDynamics better?
Neither clearly leads. Apache Druid starts at Free and AppDynamics at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Apache Druid or AppDynamics?
Apache Druid starts at Free and AppDynamics at Free.
Does Apache Druid or AppDynamics run on more platforms?
Apache Druid runs on Docker, Kubernetes, Native deployment (Java-based). AppDynamics 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 AppDynamics is typically brought in for.
What can Apache Druid do that AppDynamics cannot?
Apache Druid covers Real-time Ingestion, Sub-second Queries, Column-oriented Storage, Streaming Integration. AppDynamics covers Application performance monitoring, Distributed tracing, Real-time analytics, Alert management.
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