Software · head to head
Datadog vs Apache Spark
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: Datadog consumption-based pricing model makes costs hard to predict and can scale quickly; 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
Where they differ
Only the attributes on which Datadog and Apache Spark actually diverge.
| Attribute | Datadog | Apache Spark |
|---|---|---|
| Starting price | $15/month | Free |
| Pricing model | Unknown | open-source |
| Free tier | No | Yes |
| Platforms | Web, Linux, Windows, macOS | Web |
| Founded | 2010 | Unknown |
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 Datadog
- Infrastructure monitoring
- Application performance monitoring
- Log management
- Real user monitoring
- Synthetic monitoring
- Security monitoring
- Network monitoring
- Serverless monitoring
Only in Apache Spark
Nothing recorded that Datadog does not also cover.
What people use each for
The jobs each tool is most often brought in to do.
Datadog
- Infrastructure monitoringnot Apache Spark
- Application performancenot Apache Spark
- Security monitoringnot Apache Spark
- Log analysisnot Apache Spark
- Cloud monitoringnot Apache Spark
Apache Spark
No use cases recorded yet. See the Apache Spark review.
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
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
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
Pricing, plan by plan
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
Apache Spark
FreeNo published plan breakdown. See the Apache Spark review.
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 Datadog or Apache Spark better?
- Neither clearly leads. Datadog starts at $15/month and Apache Spark at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Datadog or Apache Spark?
- Apache Spark has a free tier; the other does not. Paid plans start at $15/month for Datadog and Free for Apache Spark.
- Does Datadog or Apache Spark run on more platforms?
- Datadog runs on Web, Linux, Windows, macOS. Apache Spark runs on Web.
- 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 is Datadog best used for?
- Datadog is most often used for infrastructure monitoring, application performance, security monitoring, log analysis. Of those, infrastructure monitoring and application performance are not what Apache Spark is typically brought in for.
- What can Datadog do that Apache Spark 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