Developer Tools · head to head
Blacksmith vs Cassandra

Blacksmith
Developer Tools
2x faster GitHub Actions with 60% cost savings
- From
- Free
- Free plan
- Yes

Cassandra
Databases
Manage massive amounts of data with linear scalability
- From
- Free
- Free plan
- Yes
The short version
- Blacksmith is a GitHub Actions runner service.
- Cassandra is free; Blacksmith starts at $0.004/mo.
- Only Blacksmith lists bare metal runners; only Cassandra lists linear Scalability.
- Where Blacksmith falls short: per-minute pricing model requires estimating usage to predict costs.
- Where Cassandra falls short: no support for joins across tables.
- Prices and features on this page were last checked on 30 August 2026.
Where they differ
Only the attributes on which Blacksmith and Cassandra actually diverge.
| Attribute | Blacksmith | Cassandra |
|---|---|---|
| Platforms | GitHub Actions, Linux, Windows, macOS | Linux, macOS, Windows, Self-hosted |
| Category | Developer Tools | Databases |
Identical on both: starting price (Free), free tier (Yes).
Not yet recorded: founded for Blacksmith.
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 Blacksmith
- Bare metal runners
- Multiple OS support
- ARM support
- Docker layer caching
- Sticky disks
- GitHub Actions observability
- Free tier
- Static IPs
Only in Cassandra
- Linear Scalability
- Fault Tolerance
- Multi-datacenter Replication
- Tunable Consistency
- CQL Query Language
- Distributed Architecture
- No Single Point of Failure
- DataStax
What people use each for
The jobs each tool is most often brought in to do.
Blacksmith
- Replacing GitHub Actions runners with faster, cheaper infrastructurenot Cassandra
- Accelerating CI build times for organizations with heavy CI loadnot Cassandra
- Reducing cloud spend on GitHub Actions by 60% or morenot Cassandra
- Supporting ARM architecture builds without GitHub runnersnot Cassandra
Cassandra
- Real-time applicationsnot Blacksmith
- Content managementnot Blacksmith
- User profilesnot Blacksmith
- Mobile backendsnot Blacksmith
- Cachingnot Blacksmith
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Blacksmith
- Per-minute pricing model requires estimating usage to predict costs
- macOS M4 pricing ($0.08/min) is significantly higher than GitHub Actions
- Docker layer caching and sticky disks are paid add-ons at $0.50/GB/mo
- Static IP add-on costs $100/IP/mo
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
Pricing, plan by plan
Blacksmith
Free- Ubuntu x64$0.004/minute
- 3,000 free minutes per month
- 2x faster hardware
- 4x faster cache downloads
- Ubuntu ARM$0.0025/minute
- 3,000 free minutes per month
- 2x faster hardware
- 4x faster cache downloads
- Windows x64$0.008/minute
- 3,000 free minutes per month
- 2x faster hardware
- 4x faster cache downloads
- macOS M4$0.08/minute
- 3,000 free minutes per month
- 2x faster hardware
- 4x faster cache downloads
Cassandra
FreeNo published plan breakdown. See the Cassandra review.
Which should you pick?
Choose Blacksmith if
- You need bare metal runners.
- You want to start without paying.
- You work on GitHub Actions, Linux, Windows, macOS.
- You also want multiple os support.
Choose Cassandra if
- You need linear scalability.
- You want to start without paying.
- You work on Linux, macOS, Windows, Self-hosted.
- You also want fault tolerance.
Questions people ask
- Is Blacksmith or Cassandra better?
- Neither clearly leads. Blacksmith starts at Free and Cassandra at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Blacksmith or Cassandra?
- Blacksmith starts at Free and Cassandra at Free.
- Does Blacksmith or Cassandra run on more platforms?
- Blacksmith runs on GitHub Actions, Linux, Windows, macOS. Cassandra runs on Linux, macOS, Windows, Self-hosted.
- Can I use Blacksmith for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is Blacksmith best used for?
- Blacksmith is most often used for replacing github actions runners with faster, cheaper infrastructure, accelerating ci build times for organizations with heavy ci load, reducing cloud spend on github actions by 60% or more, supporting arm architecture builds without github runners. Of those, replacing github actions runners with faster, cheaper infrastructure and accelerating ci build times for organizations with heavy ci load are not what Cassandra is typically brought in for.
- What can Blacksmith do that Cassandra cannot?
- Blacksmith covers Bare metal runners, Multiple OS support, ARM support, Docker layer caching. Cassandra covers Linear Scalability, Fault Tolerance, Multi-datacenter Replication, Tunable Consistency.
Answered from the vendors’ own pages
Blacksmith: How much do Blacksmith runners cost compared to GitHub Actions?
Blacksmith offers 60-75% cost savings depending on OS. Ubuntu x64 costs $0.004/min vs GitHub at $0.012/min. All plans include 3,000 free minutes monthly.
SourceCassandra: 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.
SourceBlacksmith: Can I use Docker layer caching with Blacksmith?
Yes, Docker layer caching is available as an add-on at $0.50/GB/mo. Managed Docker layer persistence is included with the base service.
SourceCassandra: 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.
SourceBlacksmith: What is the SLA for Enterprise plans?
Enterprise Blacksmith plans include a 99.9% SLA guarantee along with 24/7 priority support, dedicated Slack channels, white-glove onboarding, and CI optimization support.
SourceCassandra: 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.
SourceCassandra: 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.
SourceCassandra: 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.
SourceRelated pages
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- Cassandra vs WarpBuild
- Cassandra vs Depot
- Cassandra vs Namespace
- Cassandra vs Jenkins
- Cassandra vs Kubernetes
- Cassandra vs GitLab
- Cassandra vs Earthly
- Cassandra vs Nx Cloud
- Cassandra vs OpsLevel
- Cassandra vs LaunchDarkly
- Cassandra vs Terraform
- Cassandra vs GitHub
- Cassandra vs GoLand
- Cassandra vs Hookdeck
- Cassandra vs Istio
- Cassandra vs JFrog Artifactory
- Cassandra vs Nix
- Cassandra vs Nixpacks
- Cassandra vs Couchbase
- Cassandra vs Elasticsearch
- Cassandra vs Firebase Realtime Database
- Cassandra vs YugabyteDB
- Cassandra vs DynamoDB
- Cassandra vs ClickHouse
- Cassandra vs ScyllaDB
- Cassandra vs MongoDB
- Cassandra vs Dgraph
- Cassandra vs RavenDB
- Cassandra vs DataGrip
- Cassandra vs Cockroach Labs
- Cassandra vs Google Cloud SQL
- Cassandra vs Microsoft SQL Server
- Cassandra vs QuestDB
- Cassandra vs Vitess
- Cassandra vs Aiven
- Cassandra vs BigQuery
