Cloud · head to head
Railway vs Sweep
The short version
- Each has a real cost: Railway plan fees are usage credits rather than allowances, so the $5 Hobby and $20 Pro fees are spent on compute and anything beyond is billed on top; Sweep limited to JetBrains IDEs only, not available for VS Code or other editors
- They diverge on capability: Railway covers Git integration, Sweep covers Autocomplete.
- Prices and features above were last checked on 30 August 2026.
Where they differ
Only the attributes on which Railway and Sweep 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 Railway
- Git integration
- Zero-config deployment
- PostgreSQL
- MySQL
- Redis
- Environment variables
- Custom domains
- Monitoring
Only in Sweep
- Autocomplete
- AI Agent
- Full codebase indexing
- Code review functionality
- Multi-IDE support
- GitHub integration
What people use each for
The jobs each tool is most often brought in to do.
Railway
- Deploying applications and databases without managing serversnot Sweep
- Running preview environments and services straight from a repositorynot Sweep
Sweep
- Accelerating code completion for JetBrains developersnot Railway
- Automating refactoring tasks across codebasesnot Railway
- Handling bug fixes with full repository contextnot Railway
- Code review and quality assurancenot Railway
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Railway
- Plan fees are usage credits rather than allowances, so the $5 Hobby and $20 Pro fees are spent on compute and anything beyond is billed on top
- The free plan carries $1 of monthly credit and caps a service at 1 vCPU and 0.5 GB
- Compute is metered per second for both memory and CPU, so cost tracks uptime rather than traffic and an idle service still bills
- Egress is $0.05 per GB on top of compute
- The Pro fee is per workspace rather than per user or per project
Sweep
- Limited to JetBrains IDEs only, not available for VS Code or other editors
- Free tier limited to 1,000 autocompletes per month
- API credit consumption varies by feature usage
- Performance dependent on codebase size and indexing quality
Pricing, plan by plan
Railway
Free- FreeFree
- $5 credit/month
- Community support
- Unlimited projects
- Pro$20/month
- Private repos
- Priority support
- Advanced monitoring
Sweep
Free- FreeFree
- 1,000 autocompletes
- 5 USD API credits included
- All JetBrains IDEs supported
- Pro$20/month
- Unlimited autocomplete
- Higher API credit allocation
- Priority support
- Ultra$60/month
- Unlimited autocomplete
- Maximum API credit allocation
- Extended context window
Which should you pick?
Choose Railway if
- You need git integration.
- You want to start without paying.
- You work on Web, Api, Docker.
- You also want zero-config deployment.
Choose Sweep if
- You need autocomplete.
- You want to start without paying.
- You work on JetBrains IDEs.
- You also want ai agent.
Questions people ask
- Is Railway or Sweep better?
- Neither clearly leads. Railway starts at Free and Sweep at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Railway or Sweep?
- Railway starts at Free and Sweep at Free.
- Does Railway or Sweep run on more platforms?
- Railway runs on Web, Api, Docker. Sweep runs on JetBrains IDEs.
- Can I use Railway for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is Railway best used for?
- Railway is most often used for deploying applications and databases without managing servers, running preview environments and services straight from a repository. Of those, deploying applications and databases without managing servers and running preview environments and services straight from a repository are not what Sweep is typically brought in for.
- What can Railway do that Sweep cannot?
- Railway covers Git integration, Zero-config deployment, PostgreSQL, MySQL. Sweep covers Autocomplete, AI Agent, Full codebase indexing, Code review functionality.
Answered from the vendors’ own pages
Railway: How much does Railway cost?
Railway's Hobby plan is $5 per month and includes $5 of monthly usage credit. Pro is $20 per month per workspace with $20 of credit included. Enterprise is quoted. Usage beyond the included credit is billed per second.
SourceSweep: What programming languages does Sweep support?
Sweep works with all programming languages supported by JetBrains IDEs, including Python, Java, JavaScript, Go, Kotlin, C++, and many others.
SourceRailway: Does Railway have a free tier?
Yes, two. A one-time Free Trial gives $5 of credit valid for 30 days, and an ongoing Free plan includes $1 per month with 1 vCPU and 0.5 GB per service, 1 replica and 3 days of log history.
SourceSweep: Does Sweep retain my code data?
No. Sweep is SOC 2 Type II certified with zero data retention. Code is processed for suggestions but not stored.
SourceRailway: What are Railway's resource limits per plan?
The Free plan allows 1 vCPU and 0.5 GB per service with 1 replica. Hobby raises that to 48 vCPU and 48 GB with 6 replicas. Pro allows 1,000 vCPU and 1 TB per service with 42 replicas and 30 days of log history.
SourceSweep: Can I cancel my Sweep subscription anytime?
Yes. You can cancel your subscription at any time from your account settings with no long-term commitments or cancellation fees.
SourceRailway: How does Railway bill usage above the included credit?
Railway charges memory at $0.00000386 per GB per second and CPU at $0.00000772 per vCPU per second, with storage volumes at $0.00000006 per GB per second, plus separate egress and object storage fees.
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- Sweep vs Porter
- Sweep vs Coolify
- Sweep vs DigitalOcean
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- Sweep vs Zeabur
- Sweep vs AWS (Amazon Web Services)
- Sweep vs Grafana Cloud
- Sweep vs Koyeb
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- Sweep vs CapRover
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- Sweep vs Scaleway
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- Sweep vs SST
- Sweep vs Tencent Cloud
- Sweep vs Terragrunt
- Sweep vs GitHub Copilot
- Sweep vs Refact
- Sweep vs PhpStorm
- Sweep vs JetBrains Rider
- Sweep vs Pieces for Developers
- Sweep vs Cody
- Sweep vs Deep Code
- Sweep vs Pants Build
- Sweep vs Fig
- Sweep vs Namespace
- Sweep vs Nix
- Sweep vs Nixpacks
- Sweep vs Octopus Deploy
- Sweep vs Okteto
- Sweep vs OpsLevel
- Sweep vs RubyMine
- Sweep vs Sourcegraph
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