Networking · head to head
Netdata vs Vitess

Netdata
Networking
Per-second metrics collection with automatic dashboards and on-node anomaly detection
- From
- Free
- Rated
- -

Vitess
Databases
Scalable database clustering system for horizontal scaling of MySQL
- From
- Free
- Rated
- -
The short version
- Each has a real cost: Netdata the dashboard interface is under a restrictive Netdata licence rather than GPL and is served from Netdata infrastructure by default, so the deployment is not fully self-contained without extra configuration.; Vitess vTGate scatter queries without sharding key incur significant performance penalties
- They diverge on capability: Netdata covers Per-second collection, Vitess covers Horizontal Sharding.
- Prices and features above were last checked on 30 August 2026.
Where they differ
Only the attributes on which Netdata and Vitess actually diverge.
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 Netdata
- Per-second collection
- Zero-configuration discovery
- Edge machine learning
- Tiered database engine
- Streaming and replication
- Health alarms
Only in Vitess
- Horizontal Sharding
- Connection Pooling
- Query Routing
- Online Schema Changes
- Shard Management
- Replication Management
- Automated Failover
- MySQL
What people use each for
The jobs each tool is most often brought in to do.
Netdata
- Diagnosing a short-lived performance incident where one-minute averages hide the spike entirelynot Vitess
- Kubernetes clusters where per-series billing from a hosted vendor has become the largest observability costnot Vitess
- Adding dense host visibility to an estate that already has Prometheus for application metricsnot Vitess
- Small teams with no monitoring engineer who need working dashboards on the day of installationnot Vitess
Vitess
- Transaction processingnot Netdata
- Data storagenot Netdata
- Application backendnot Netdata
- Reportingnot Netdata
- Data analyticsnot Netdata
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Netdata
- The dashboard interface is under a restrictive Netdata licence rather than GPL and is served from Netdata infrastructure by default, so the deployment is not fully self-contained without extra configuration.
- Retention is limited by disk on each node unless you build and maintain a parent tier, which makes it a poor archive for year-over-year capacity planning.
- Per-second collection consumes noticeable CPU and memory on small or heavily loaded nodes, and on constrained edge hardware the monitoring becomes part of the problem.
- Default alerting is generous and fires on conditions many teams consider normal, so the first weeks involve pruning alarms rather than responding to them.
- Fleet-level features that make it usable across hundreds of nodes sit in Netdata Cloud, so the free agent alone leaves you visiting individual node dashboards.
Vitess
- VTGate scatter queries without sharding key incur significant performance penalties
- Foreign key constraints not enforced across shards, requiring application-level integrity handling
- Single primary per keyspace limits multi-region write capabilities
- Distributed transactions without proper sharding key routing suffer performance degradation
Pricing, plan by plan
Netdata
Free- Netdata AgentFree
- GPLv3 agent with unlimited nodes
- Per-second metrics and edge anomaly detection
- Local dashboards and alerting
- Netdata Cloud paid tiers$undefined/month
- Per-node subscription for fleet management features
- Role based access control and longer alert history
- Business and enterprise support options
Vitess
FreeNo published plan breakdown. See the Vitess review.
Which should you pick?
Choose Netdata if
- You need per-second collection.
- You want to start without paying.
- You work on Linux, macOS, FreeBSD, Docker, Kubernetes, Windows.
- You also want zero-configuration discovery.
Choose Vitess if
- You need horizontal sharding.
- You want to start without paying.
- You work on Linux, macOS, Docker, Kubernetes.
- You also want connection pooling.
Questions people ask
- Is Netdata or Vitess better?
- Neither clearly leads. Netdata starts at Free and Vitess at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Netdata or Vitess?
- Netdata starts at Free and Vitess at Free.
- Does Netdata or Vitess run on more platforms?
- Netdata runs on Linux, macOS, FreeBSD, Docker, Kubernetes, Windows. Vitess runs on Linux, macOS, Docker, Kubernetes.
- Can I use Netdata for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is Netdata best used for?
- Netdata is most often used for diagnosing a short-lived performance incident where one-minute averages hide the spike entirely, kubernetes clusters where per-series billing from a hosted vendor has become the largest observability cost, adding dense host visibility to an estate that already has prometheus for application metrics, small teams with no monitoring engineer who need working dashboards on the day of installation. Of those, diagnosing a short-lived performance incident where one-minute averages hide the spike entirely and kubernetes clusters where per-series billing from a hosted vendor has become the largest observability cost are not what Vitess is typically brought in for.
- What can Netdata do that Vitess cannot?
- Netdata covers Per-second collection, Zero-configuration discovery, Edge machine learning, Tiered database engine. Vitess covers Horizontal Sharding, Connection Pooling, Query Routing, Online Schema Changes.
Answered from the vendors’ own pages
Netdata: Is Netdata fully open source?
The agent is GPLv3. The current dashboard interface is under a separate restrictive licence, so the complete product is open core rather than open source.
Vitess: Is Vitess free to use?
Yes. Vitess is completely free and open source under the Apache 2.0 license. It is a graduated CNCF project with no licensing costs or pricing tiers.
SourceNetdata: Can it run without any connection to Netdata Cloud?
Yes, agents work standalone and dashboards can be served locally, but you lose fleet-wide views and need to configure local interface serving deliberately.
Vitess: What databases does Vitess support?
Vitess supports MySQL and MariaDB as backend databases. It acts as a middleware layer that adds sharding and orchestration capabilities on top of these databases.
SourceNetdata: Does it replace Prometheus?
For host and container infrastructure metrics it often does. For custom application metrics with an existing exporter ecosystem and long retention, most teams keep both.
Vitess: Does Vitess require Kubernetes to run?
No. Vitess can run on Kubernetes using the Vitess Operator, but it can also be deployed on traditional infrastructure. Kubernetes integration is optional and provides additional automation benefits.
SourceVitess: How does Vitess handle cross-shard transactions?
Vitess supports distributed transactions across shards, but they require queries to be routed through the sharding key. Transactions without a proper sharding key can result in slower performance.
SourceVitess: Does Vitess enforce foreign key constraints?
Vitess does not enforce foreign key constraints across shards by default. Referential integrity must be managed at the application layer, though per-database support can be enabled with limitations.
SourceRelated pages
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