authentik
The first patch on 2026.8 is twenty-odd fixes and no new surface.
Comparison · Infra & APIs
Node-RED vs Windmill
A side-by-side editorial comparison of Node-RED and Windmill — release velocity, themes, recent moves, and the top alternatives to consider.
Node-RED vs Windmill: at a glance
What is Node-RED?
Both lines patch on the same day, and the reverted JSONata upgrade finally sticks.
Node-RED shipped 5.0 in June 2026 after a long beta, raising the runtime floor to Node.js 22.9, and the work since has been stabilisation. This pair patches both lines within ninety minutes: 5.0.5 fixes group fill defaults and opacity, an uncaught exception in the json node on malformed input with a schema, tlsConfigDisableLocalFiles, and multiplayer event property validation; 4.1.14 takes the multiplayer fix, a themes locale lookup error, and the same dependency work. JSONata 2.2.2 lands on both lines, the version that was reverted in July after a behaviour regression.
What is Windmill?
Windmill gives its AI agents a test harness, the piece that lets them into production flows
Windmill is a developer platform for scripts, flows and internal apps, shipping weekly across three lanes. The AI lane is the busiest: sessions that build scripts and flows as reviewable drafts, a read-only plan mode that refuses writes until you approve, version history on session artifacts, and now evaluation for reusable agents. The runtime lane keeps absorbing data tooling — dbt projects run natively, BigQuery and Snowflake came out from behind the Enterprise licence. The workspace lane is consolidating deployment semantics around fork lineage.
Node-RED vs Windmill: editorial side-by-side
Node-RED
5.0INFRA · APIS
Both lines patch on the same day, and the reverted JSONata upgrade finally sticks.
◆ Current state
Node-RED shipped 5.0 in June 2026 after a long beta, raising the runtime floor to Node.js 22.9, and the work since has been stabilisation. This pair patches both lines within ninety minutes: 5.0.5 fixes group fill defaults and opacity, an uncaught exception in the json node on malformed input with a schema, tlsConfigDisableLocalFiles, and multiplayer event property validation; 4.1.14 takes the multiplayer fix, a themes locale lookup error, and the same dependency work. JSONata 2.2.2 lands on both lines, the version that was reverted in July after a behaviour regression.
◆ Where it's heading
The 4.1 line is not winding down. It has now received same-day parallel releases twice, and the fixes crossing over are correctness rather than security this time, which is a wider commitment than backporting sanitisation patches. The defects still cluster in the editor surfaces 5.0 rewrote — groups, multiplayer, tree lists — rather than in the runtime, which is the expected shape after a major that focused on the editor.
◆ Prediction
JSONata 2.2.2 going out on both lines after July's revert suggests the upstream regression is resolved, so the next patches likely return to editor defects rather than dependency churn. The release notes give no timeline.
Windmill
6.3INFRA · APIS
Windmill gives its AI agents a test harness, the piece that lets them into production flows
◆ Current state
Windmill is a developer platform for scripts, flows and internal apps, shipping weekly across three lanes. The AI lane is the busiest: sessions that build scripts and flows as reviewable drafts, a read-only plan mode that refuses writes until you approve, version history on session artifacts, and now evaluation for reusable agents. The runtime lane keeps absorbing data tooling — dbt projects run natively, BigQuery and Snowflake came out from behind the Enterprise licence. The workspace lane is consolidating deployment semantics around fork lineage.
◆ Where it's heading
The AI work has moved through a recognisable sequence: first let the assistant build things, then constrain what it may do without approval, then make its output reviewable and revertible, and now make agents measurable against a fixed set of cases. That is the arc of taking AI from a demo surface to something you are willing to put in a scheduled flow. In parallel, Windmill keeps pulling data-stack runtimes inside its own execution model rather than integrating with them, and keeps giving away runtimes that were previously licensed.
◆ Prediction
Evals are the obvious hook for regression gating, so expect them to be callable from a flow or CI rather than only from the agent card, and expect the eval run history to feed the same version-comparison surface the session artifacts already use.
Alternatives to Node-RED and Windmill
Other Infra & APIs 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 Node-RED or Windmill.
incident.io
Alert rate limits stop being per-source and start being per-tenant, by query.
Warp
The essay series keeps running ahead of the products it describes.
werf
The 3.x line finally ships function: authenticated secret writes and render patches.
Infisical
Folder-level RBAC lands, and approvals finally get a webhook to talk to.
Retool
Retool posts one-line changelog entries, and its agent work is the only visible thread
See all Node-RED alternatives → · See all Windmill alternatives →
Recent activity from Node-RED and Windmill
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoNode-RED5.0.5 fixes group fill defaults, a json node crash, and TLS config
- 1d agoNode-RED4.1.14 takes the multiplayer and theme locale fixes to the 4.x line
- 9d agoWindmillAI agent evals (beta) ⚡
- 19d agoWindmillPlan mode for AI sessions
- 22d agoWindmillNested filter groups and dotted paths in trigger filters
- 23d agoWindmillVersion history for AI session artifacts
- 1mo agoWindmillRun dbt projects as a first-class Windmill runtime ⚡
- 1mo agoNode-REDJSONata upgrade reverted after behaviour regression
- 1mo agoNode-REDSession message sanitization backported to the 4.1 line
- 1mo agoNode-REDSession messages sanitized; JSONata and test fixes
- 1mo agoWindmillOne deployment target, derived from the workspace lineage
- 2mo agoNode-REDFirst 5.0 patch fixes sidebar APIs and tree-list behaviour
Frequently asked questions
What is the difference between Node-RED and Windmill?
They serve adjacent needs but don't currently overlap on shipped themes. Windmill is currently shipping more aggressively (velocity 6.3 vs 5.0), with 1 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.
Is Node-RED better than Windmill?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Windmill is currently shipping more aggressively (velocity 6.3 vs 5.0), with 1 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to Node-RED?
Top Node-RED alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Node-RED alternatives" section above for the current picks, or visit /alternatives/node-red for the full list with editorial commentary on each.
What are the best alternatives to Windmill?
Top Windmill alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Windmill alternatives" section above for the current picks, or visit /alternatives/windmill for the full list with editorial commentary on each.