← Back to home
Comparison · Infra & APIs

Knock vs Windmill

A side-by-side editorial comparison of Knock and Windmill — release velocity, themes, recent moves, and the top alternatives to consider.

Knock vs Windmill: at a glance

FeatureKnockWindmill
SectorInfra & APIsInfra & APIs
Velocity score6.37.5
Sparks · 30d11
Top themesnotifications, workflow-orchestration, developer-experience, agent-nativeworkflow-automation, ai-agents, developer-tools, open-source
Last editorial update4h ago1h ago
WebsiteVisit →

What is Knock?

Notification infrastructure grows a memory: workflows can now wait on the real world.

Knock sells notification infrastructure — workflows, broadcasts, in-app guides, and multi-channel delivery that product teams wire up instead of building themselves. July was dense and unusually broad: a rebuilt Notion-style template editor, saved views and tags, schema management for how properties surface across the dashboard, passkey login, branch rebasing, and sandbox test runs that skip delay steps. Underneath the polish, two structural additions landed — message events syncing into the data warehouse, and a workflow step that pauses until an event arrives.

Read the full Knock trajectory →

What is Windmill?

A workflow engine where the AI builds the scripts and the enterprise gates come down

Windmill's July stream is dominated by AI sessions, now in beta and on by default: each session ties a chat to a workspace or fork with a live preview, builds scripts, flows and apps as reviewable drafts, and runs many in parallel. Supporting work landed around it — file attachments in chat, visible web-search sources, in-app git-to-Windmill sync, and schema contracts that warn when a consumer script drifts from a producer's materialized table.

Read the full Windmill trajectory →

Knock vs Windmill: editorial side-by-side

K
Knock
INFRA · APIS
6.3

Notification infrastructure grows a memory: workflows can now wait on the real world.

◆ Current state

Knock sells notification infrastructure — workflows, broadcasts, in-app guides, and multi-channel delivery that product teams wire up instead of building themselves. July was dense and unusually broad: a rebuilt Notion-style template editor, saved views and tags, schema management for how properties surface across the dashboard, passkey login, branch rebasing, and sandbox test runs that skip delay steps. Underneath the polish, two structural additions landed — message events syncing into the data warehouse, and a workflow step that pauses until an event arrives.

◆ Where it's heading

The developer-workflow half of the product is being treated like a codebase: branches that rebase onto main, tests that run in sandbox without delivering, tags and saved views for navigating a growing workspace. The engine half is moving in a different direction — toward workflows that hold state over time. A wait-for-event step, combined with the Clay data source triggering messaging as rows finish enriching, describes journeys rather than notifications. The analytics work is arriving twice over: raw events into the warehouse for teams with their own stack, and natural-language questions to the Knock agent for teams without one.

◆ Prediction

Wait-for-event is the primitive that makes journey-shaped use cases possible, so expect the next releases to address what it exposes — timeouts, observability into workflows sitting paused, and limits on how long one can wait before it becomes a support problem.

W
Windmill
INFRA · APIS
7.5

A workflow engine where the AI builds the scripts and the enterprise gates come down

◆ Current state

Windmill's July stream is dominated by AI sessions, now in beta and on by default: each session ties a chat to a workspace or fork with a live preview, builds scripts, flows and apps as reviewable drafts, and runs many in parallel. Supporting work landed around it — file attachments in chat, visible web-search sources, in-app git-to-Windmill sync, and schema contracts that warn when a consumer script drifts from a producer's materialized table.

◆ Where it's heading

Two moves are running together. The authoring model is shifting from writing scripts to reviewing generated ones, with the diff drawer and draft state as the safety mechanism rather than trusting the model outright. Meanwhile the commercial line is being redrawn: BigQuery and Snowflake left the Enterprise tier for community edition, including self-hosted. Windmill is trading connector exclusivity for adoption while the AI layer becomes the thing worth paying for.

◆ Prediction

Expect AI sessions to leave beta with governance around it — who can deploy a generated draft, and what an autonomous session may touch — since the draft-and-diff design already anticipates that review step.

Alternatives to Knock 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 Knock or Windmill.

See all Knock alternatives → · See all Windmill alternatives →

Recent activity from Knock and Windmill

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 1d agoKnockAnalytics in the Knock agent
  2. 2d agoKnockWait for event function
  3. 3d agoKnockClay data source
  4. 6d agoWindmillBigQuery and Snowflake available in the community edition
  5. 8d agoKnockRedesigned template editor
  6. 9d agoWindmillAI sessions (beta)
  7. 10d agoWindmillAttach text files to AI chat messages
  8. 11d agoWindmillWeb search sources in AI chat
  9. 15d agoKnockBranch rebasing
  10. 15d agoWindmillAutomatic git-to-Windmill sync
  11. 17d agoKnockPasskey authentication
  12. 26d agoWindmillSchema contracts for pipeline consumers

Frequently asked questions

What is the difference between Knock and Windmill?

They serve adjacent needs but don't currently overlap on shipped themes. Windmill is currently shipping more aggressively (velocity 7.5 vs 6.3), with 1 editorial sparks in the last 30 days against 1. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.

Is Knock better than Windmill?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Windmill is currently shipping more aggressively (velocity 7.5 vs 6.3), with 1 editorial sparks in the last 30 days against 1. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.

What are the best alternatives to Knock?

Top Knock alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "Knock alternatives" section above for the current picks, or visit /alternatives/knock 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.