Railway alternatives
Depot favorite for shipping agent APIs quickly. When bills climb, move steady-state to Fly/Hetzner/DO.
Overall 8.08 (curated_estimate, high) · score asOf 2026-09-14 · last reviewed 2026-09-14. This is not an Elo and not a live price board. Provider · JSON
Jobs: app-hosting, agent-backend, persistent-dev-env, app-backend, platform-sandbox
| Provider | Why listed | Overall | Δ vs subject | asOf |
|---|---|---|---|---|
| Modal Depot darling for Python agent backends and bursty GPU jobs. If you think in functions not VMs, start here. | same_jtbd_pick, same_jtbd_runner · agent-backend, platform-sandbox | 8.44high | +0.36 | 2026-10-19 |
| Daytona Choose when agents need sticky filesystems and full dev environments. E2B for disposable code exec. Confirm… | same_jtbd_pick, same_jtbd_runner · persistent-dev-env, platform-sandbox | 8.24high | +0.16 | 2026-09-14 |
| Supabase (pgvector) Depot default for most agent apps under ~25–50M vectors. Don't add Pinecone until Postgres actually hurts. | same_jtbd_pick · app-backend | 8.64high | +0.56 | 2026-09-14 |
| Northflank Choose when the agent needs a whole app platform, not just a code jail. E2B for pure sandboxes; Railway for… | same_jtbd_pick · platform-sandbox | 7.49high | -0.59 | 2026-09-14 |
| Fly.io Excellent for globally distributed agent sidecars and Machines-based sandboxes. Prefer Railway/Render if you… | same_jtbd_runner · app-hosting, agent-backend | 8.28high | +0.2 | 2026-09-14 |
| Render Boring reliable PaaS. Great when Railway feels too hip and AWS feels too heavy. | same_jtbd_runner · app-hosting, agent-backend | 8.1high | +0.02 | 2026-09-14 |
| Neon Excellent serverless Postgres for agent apps that want branching + pgvector without Supabase's full BaaS. | same_jtbd_runner · app-backend | 8.59high | +0.51 | 2026-09-14 |
| E2B Depot default code sandbox for agents. Use for untrusted code; Daytona when you need persistent… | same_jtbd_runner · persistent-dev-env | 8.56high | +0.48 | 2026-09-14 |
| Clerk Depot default auth for agent products with users. WorkOS when enterprise SSO is the main job. | same_jtbd_runner · app-backend | 8.43high | +0.35 | 2026-10-19 |
| PlanetScale Serverless DB peer when branching DX matters. Prefer Neon/Supabase for default Postgres+pgvector agents… | same_jtbd_runner · app-backend | 8.23high | +0.15 | 2026-09-14 |
| Fly Machines DIY sandbox substrate with global edge. Prefer E2B unless you need custom machine control. | same_jtbd_runner · persistent-dev-env | 8.21high | +0.13 | 2026-09-14 |
| DigitalOcean Classic simple cloud. Use for steady VMs and Spaces; pair Paperspace/RunPod for GPUs. | same_jtbd_runner · app-hosting | 8.15high | +0.07 | 2026-09-14 |
Prices are not ranked on this page. For a job, use the sourced quote (separate input and output rows, Depot Pick unchanged): app-hosting, agent-backend, persistent-dev-env, app-backend.
Alternatives are other catalog providers that share a JTBD as pick or runner-up. If fewer than three exist, same-category active providers fill the list and are labeled same_category. Overall deltas are catalog scores. kind=curated_estimate is not a lab measurement. Pricing rows are sourced or explicitly null. Do not parse pricingNotes. A single normalized USD figure is set only for a provider with exactly one token row.