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Software · head to head

Cassandra vs Lighthouse

Cassandra logo

Cassandra

Software

Manage massive amounts of data with linear scalability

From
Free
Rated
-
Full reviewWebsite
Lighthouse logo

Lighthouse

Software

Audit web page performance and quality

From
Free
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Cassandra no support for joins across tables; Lighthouse described by the vendor as an open-source, automated tool with community contributions welcomed, no commercial edition
  • They diverge on capability: Cassandra covers Linear Scalability, Lighthouse covers Performance scoring.

Where they differ

Only the attributes on which Cassandra and Lighthouse actually diverge.

Attributes where Cassandra and Lighthouse differ
AttributeCassandraLighthouse
Pricing modelUnknownfree
PlatformsLinux, macOS, Windows, Docker, KubernetesChrome, Edge
Founded20081998

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 Cassandra

  • Linear Scalability
  • Fault Tolerance
  • Multi-datacenter Replication
  • Tunable Consistency
  • CQL Query Language
  • Distributed Architecture
  • No Single Point of Failure
  • DataStax

Only in Lighthouse

  • Performance scoring
  • Accessibility audit
  • SEO check
  • PWA validation
  • Chrome support
  • Edge support

What people use each for

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

Cassandra

  • Real-time applicationsnot Lighthouse
  • Content managementnot Lighthouse
  • User profilesnot Lighthouse
  • Mobile backendsnot Lighthouse
  • Cachingnot Lighthouse

Lighthouse

No use cases recorded yet. See the Lighthouse review.

Where each one falls short

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

Cassandra

  • No support for joins across tables
  • No ACID transactions across multiple rows
  • Data model must be designed around query patterns upfront, making schema evolution difficult
  • Partition key misconfigurations can cause uneven data distribution and hotspots that degrade performance

Lighthouse

  • Described by the vendor as an open-source, automated tool with community contributions welcomed, no commercial edition

Pricing, plan by plan

Cassandra

Free

No published plan breakdown. See the Cassandra review.

Lighthouse

Free
  • FreeFree
    • Performance audit
    • Accessibility check
    • SEO analysis

Which should you pick?

Choose Cassandra if

  • You need linear scalability.
  • You want to start without paying.
  • You work on Linux, macOS, Windows, Docker, Kubernetes.
  • You also want fault tolerance.
Cassandra review

Choose Lighthouse if

  • You need performance scoring.
  • You want to start without paying.
  • You work on Chrome, Edge.
  • You also want accessibility audit.
Lighthouse review

Questions people ask

Is Cassandra or Lighthouse better?
Neither clearly leads. Cassandra starts at Free and Lighthouse at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Cassandra or Lighthouse?
Cassandra starts at Free and Lighthouse at Free.
Does Cassandra or Lighthouse run on more platforms?
Cassandra runs on Linux, macOS, Windows, Docker, Kubernetes. Lighthouse runs on Chrome, Edge.
Can I use Cassandra for free?
Both have a free tier, so you can try either at no cost before committing.
What is Cassandra best used for?
Cassandra is most often used for real-time applications, content management, user profiles, mobile backends. Of those, real-time applications and content management are not what Lighthouse is typically brought in for.
What can Cassandra do that Lighthouse cannot?
Cassandra covers Linear Scalability, Fault Tolerance, Multi-datacenter Replication, Tunable Consistency. Lighthouse covers Performance scoring, Accessibility audit, SEO check, PWA validation.

Answered from the vendors’ own pages

Cassandra: Does Cassandra support joins between tables?

No. Cassandra does not support joins or foreign keys. The data model requires denormalization, meaning data must be duplicated across tables to support different query patterns.

Source
Cassandra: Does Cassandra offer ACID transactions?

No. Cassandra provides only row-level atomicity and isolation, not full ACID transactions across multiple rows or tables. It uses lightweight transactions via Paxos for per-row compare-and-set operations.

Source
Cassandra: What programming languages can connect to Cassandra?

Cassandra supports official drivers for multiple languages including Python, Java, Node.js, and Go, allowing applications to communicate via the native Cassandra protocol.

Source
Cassandra: Can I deploy Cassandra in the cloud?

Yes. Cassandra can run on any cloud platform (AWS, Google Cloud, Azure) via Docker, virtual machines, or managed services like DataStax Astra DB, which provides a fully managed DBaaS option.

Source
Cassandra: Does Cassandra have a free option?

The open source Apache Cassandra is free. DataStax also offers Astra DB with a free tier providing up to 25GB storage and 25 million read/write operations per month.

Source
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