macrostack
Browse

The AI stack

Categories

Local & Sovereign AINotes & KnowledgeObservability & MonitoringPassword ManagersWeb AnalyticsTeam ChatSmart HomeNetworking & RoutersVideo ConferencingCloud Storage & SyncPhotos & MediaAPI DevelopmentImage EditingWorkflow Automation & iPaaSDeveloper Tools & ContainersOffice & Productivity SuitesNo-Code DatabasesCode Hosting & Git ForgesProject ManagementEmail Marketing & NewslettersScheduling & BookingError Tracking & Exception MonitoringLog Management & SIEMVPN & PrivacyEmail & Secure MailVector Databases & AI SearchLLM & Agent FrameworksDomains & Web HostingData Removal & PrivacyAuthentication & IdentityHelp Desk & Customer SupportCloud & VPSKubernetes & Container PlatformsEmbedding ModelsPDF & DocumentsAI Coding AssistantsAI Voice & SpeechLLM Observability & EvaluationLLM Gateways & RoutingCloud GPU & AI ComputeCI/CD & build automationData & pipeline orchestrationModel serving & inferenceAI agent frameworksBackend as a serviceSecrets managementFeature flags & experimentationProduct analyticsSearch infrastructureUptime & status monitoringAffiliate & partner platformsVisitor identification & personalisationWikis & internal docsIdentity & access managementData warehouses & analytics enginesCustomer data platformsCRMObject storageBI & dashboardsE-signatureWhiteboards & diagrammingIn-memory data stores & cachingPlatform as a serviceTransactional & bulk emailHeadless CMSDesign & prototypingE-commerce platformsInternal tools & admin panelsManaged databasesForms & surveysFine-Tuning & Model TrainingRAG & Retrieval PlatformsLLM Evaluation & TestingAI Guardrails & Content SafetySpeech Recognition & TranscriptionExperiment Tracking & ML OpsDocument AI & OCR

About

How we rank & score
Head-to-head · Platform as a service

Dokku vs Railway

Both are alternatives to Heroku. Here's how they stack up — verified facts, no spin.

Also searched as Railway vs Dokku — same comparison, one verdict.

95

Dokku

The original self-hosted PaaS — small, stable, unglamorous.

OPEN SOURCEMITSELF-HOSTLOCAL-FIRST

Dokku has been doing this since 2013 and describes itself accurately as the smallest PaaS implementation you have seen: Git-push deployment via Docker, Heroku buildpack support so existing apps often deploy unchanged, and a plugin system for databases and TLS. MIT, around 32k stars. It has no web interface — everything is the command line — and that is deliberate. For someone comfortable in a terminal it is the most dependable option here, and it has outlived several better-funded competitors.

34

Railway

The Heroku experience, without owning a server.

SOURCE-AVAILABLEProprietary (hosted service)

Railway is the closest thing to what Heroku felt like in its best years: connect a repository, it detects the framework, provisions the database and deploys — with usage-based pricing that is typically well below Heroku for equivalent work. Proprietary and hosted, which is the honest trade. Included because for a great many teams the real choice is not self-hosted versus managed but which managed provider, and pretending everyone should run a server would not serve the reader.

Side by side

 DokkuRailway
Sovereignty Score9534
Open sourceYesNo
Self-hostableYesNo
Local-firstYesNo
LicenseMITProprietary (hosted service)
PricingFree and open source. You supply the server.Usage-based with a small monthly minimum; typically well below Heroku for comparable workloads.
The verdict

Dokku edges it on the Sovereignty Score, but the right pick depends on the trade-offs below.

Dokku

Strengths

  • +Over a decade of stability; genuinely mature
  • +Heroku buildpack support means many apps deploy unchanged
  • +MIT and very light — runs on a small VPS
  • +Extremely well documented for command-line use

Trade-offs

  • No web interface at all
  • Single-server by design
  • Assumes comfort with the command line
  • Fewer batteries included than Coolify

Railway

Strengths

  • +Best developer experience of anything in this comparison
  • +Usage-based pricing rather than fixed dyno tiers
  • +Nothing to operate, patch or back up
  • +Databases, cron and private networking built in

Trade-offs

  • Proprietary and hosted — a vendor dependency, same as Heroku
  • Usage pricing is harder to forecast than fixed dynos
  • Smaller company than Salesforce, with the risk that implies
  • No self-host option
See all 5 Heroku alternatives →

Related alternative guides

Facts verified 2026-08-05. Licenses and pricing change — spotted something out of date? That's a correction we want.

The Macrostack brief

New swaps, worth your inbox.

A short, occasional email when we add a high-intent alternative or ship a new head-to-head. No spam, no selling your address — unsubscribe in one click.