Software · head to head
Apache Spark vs Datadog
Apache Spark
Software
A multi-language engine for data engineering, data science, and machine learning
- From
- Free
- Rated
- -
The short version
- Only Apache Spark has a free tier, so it costs nothing to try first.
- Each has a real cost: Apache Spark licensed under Apache License 2.0 per spark.apache.org; as open source software it has no paid tier or vendor price to compare; Datadog consumption-based pricing model makes costs hard to predict and can scale quickly
Where they differ
Only the attributes on which Apache Spark and Datadog actually diverge.
| Attribute | Apache Spark | Datadog |
|---|---|---|
| Starting price | Free | $15/month |
| Pricing model | open-source | Unknown |
| Free tier | Yes | No |
| Platforms | Web | Web, Linux, Windows, macOS |
| Founded | Unknown | 2010 |
Identical on both: 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 Spark
Nothing recorded that Datadog does not also cover.
Only in Datadog
- Infrastructure monitoring
- Application performance monitoring
- Log management
- Real user monitoring
- Synthetic monitoring
- Security monitoring
- Network monitoring
- Serverless monitoring
What people use each for
The jobs each tool is most often brought in to do.
Apache Spark
No use cases recorded yet. See the Apache Spark review.
Datadog
- Infrastructure monitoringnot Apache Spark
- Application performancenot Apache Spark
- Security monitoringnot Apache Spark
- Log analysisnot Apache Spark
- Cloud monitoringnot Apache Spark
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Apache Spark
- Licensed under Apache License 2.0 per spark.apache.org; as open source software it has no paid tier or vendor price to compare
- Installation on a laptop requires pip install pyspark or a Docker image per spark.apache.org; there is no hosted single-click deployment offered by the Apache project itself
Datadog
- Consumption-based pricing model makes costs hard to predict and can scale quickly
- Add-on modules significantly increase costs: custom metrics, indexed spans, extended retention
- No free tier for production monitoring
- High costs for organizations with large amounts of log data or high-cardinality metrics
Pricing, plan by plan
Apache Spark
FreeNo published plan breakdown. See the Apache Spark review.
Datadog
$15/month- Infrastructure Monitoring$15/month
- Host monitoring
- Basic dashboards
- APM$31/month
- Application performance monitoring
- Trace collection
- Log Management$0.1/gb
- Log indexing
- Search and filter
Which should you pick?
Choose Datadog if
- You need infrastructure monitoring.
- You work on Web, Linux, Windows, macOS.
- You also want application performance monitoring.
Questions people ask
- Is Apache Spark or Datadog better?
- Neither clearly leads. Apache Spark starts at Free and Datadog at $15/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Apache Spark or Datadog?
- Apache Spark has a free tier; the other does not. Paid plans start at Free for Apache Spark and $15/month for Datadog.
- Does Apache Spark or Datadog run on more platforms?
- Apache Spark runs on Web. Datadog runs on Web, Linux, Windows, macOS.
- Can I use Apache Spark for free?
- Yes. Apache Spark has a free tier, so you can try it without paying. Datadog starts at $15/month.
- What can Apache Spark do that Datadog cannot?
- Datadog covers Infrastructure monitoring, Application performance monitoring, Log management, Real user monitoring.
Answered from the vendors’ own pages
Datadog: How is Datadog pricing structured?
Datadog uses consumption-based pricing tied to data volume ingested, hosts monitored, and products enabled. Infrastructure Monitoring starts at $15/host/month, APM at $31/host/month, and Log Management at $0.10/GB for indexed logs.
SourceDatadog: Does Datadog offer a free tier?
Datadog offers a free trial but not a permanent free tier for production monitoring. Pricing begins with paid plans only.
SourceDatadog: What integrations does Datadog support?
Datadog offers 1000+ built-in integrations including AWS, Kubernetes, Docker, Azure, GCP, and most major cloud platforms and services.
SourceDatadog: Can Datadog monitor Kubernetes clusters?
Yes. The Datadog Agent runs as a DaemonSet to provide real-time visibility into pods, nodes, deployments, and control-plane health across major Kubernetes distributions including EKS, AKS, GKE, OpenShift, and others.
SourceDatadog: How can I reduce Datadog costs?
Datadog bills based on indexed logs, custom metrics, and high-cardinality tags. Costs can be unpredictable and may run 2-3x estimates. Prepaying annually can secure 5-15% discounts.
Source