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A side-by-side editorial comparison of Coolify and Scalingo — release velocity, themes, recent moves, and the top alternatives to consider.
| Feature | Coolify | Scalingo |
|---|---|---|
| Sector | DevOps | DevOps |
| Velocity score | 2.5 | 5.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | self-hosted-paas, oidc-sso, authentication, multi-tenancy | platform-maintenance, database-operations, sdk-expansion, valkey |
| Last editorial update | 1mo ago | 2d ago |
| Website | — | Visit → |
After four quiet months, Coolify's v4.4 candidate arrives carrying single sign-on.
Coolify has published the first release candidate for v4.4, its first entry since late April — a four-month gap in a feed that had been running on near-weekly betas. The release is dominated by authentication: first-class OpenID Connect with discovery, JWKS signing-key resolution, token validation, PKCE and identity linking, plus registration-policy controls and an option to auto-join OIDC users to the root team. Team-scoped integration tokens land alongside it, with their own create, edit and permission handling. It is explicitly not for production use.
Scalingo ships routine runtime maintenance at high cadence while expanding database observability through its SDK.
Scalingo is in a steady maintenance pattern: multiple PHP minor versions, Redis security patches, and nginx stable bumps ship on a near-daily schedule. The go-scalingo SDK is receiving functional additions each release — TokenDelete, application firewall rules, default credential fetching for database endpoints, and the new Missed Database Maintenance event. The Valkey console in CLI 1.49.0 signals early positioning for the Redis → Valkey transition.
Coolify has published the first release candidate for v4.4, its first entry since late April — a four-month gap in a feed that had been running on near-weekly betas. The release is dominated by authentication: first-class OpenID Connect with discovery, JWKS signing-key resolution, token validation, PKCE and identity linking, plus registration-policy controls and an option to auto-join OIDC users to the root team. Team-scoped integration tokens land alongside it, with their own create, edit and permission handling. It is explicitly not for production use.
The earlier beta run was security hardening — team-scoped queries, encrypted webhook secrets, mass-assignment protection, a guard against pruning persistent containers. v4.4 continues that line but changes its character: where the betas were closing holes in a single-team deployment, OIDC and team-scoped integration tokens are the features an organisation requires before it will let a self-hosted PaaS hold its infrastructure. Identity delegated to a corporate provider, and API access scoped per team, are the two things that were missing. The long publishing gap and the jump from a beta.474 numbering to a 4.4 candidate suggest the work was done off the release feed rather than paused.
The stable v4.4 is the next thing to expect and the release where this work should be judged, since the candidate ships explicitly for testing. Given the OIDC groundwork now includes registration policy and team auto-join, group or role mapping from the identity provider is the natural follow-on once SSO itself settles.
Scalingo is in a steady maintenance pattern: multiple PHP minor versions, Redis security patches, and nginx stable bumps ship on a near-daily schedule. The go-scalingo SDK is receiving functional additions each release — TokenDelete, application firewall rules, default credential fetching for database endpoints, and the new Missed Database Maintenance event. The Valkey console in CLI 1.49.0 signals early positioning for the Redis → Valkey transition.
The SDK additions point toward a more complete programmatic database management surface — maintenance event tracking, credential management, and network security at the platform layer. If the application firewall rules from go-scalingo v11.5.0 surface in the Dashboard UI, it marks a real expansion into network security controls. The Missed Maintenance event enables monitoring integrations for production teams who care about database SLA windows. Scalingo's trajectory is incremental platform hardening aimed at teams with stricter compliance and operational requirements.
Firewall rules management will appear in the Scalingo Dashboard UI within the next few releases, and the Valkey support track will expand into a first-class Valkey addon as Redis license pressure accelerates migration.
Other DevOps products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Coolify or Scalingo.
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See all Coolify alternatives → · See all Scalingo alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Scalingo is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Scalingo is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other DevOps products to evaluate alongside.
Top Coolify alternatives in DevOps are ranked by recent ship velocity. Browse the "Coolify alternatives" section above for the current picks, or visit /alternatives/coolify for the full list with editorial commentary on each.
Top Scalingo alternatives in DevOps are ranked by recent ship velocity. Browse the "Scalingo alternatives" section above for the current picks, or visit /alternatives/scalingo for the full list with editorial commentary on each.