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GitHub pushes Copilot models on by default while npm starts scanning every publish.
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Windmill alternatives
The best Windmill alternatives in developer tools, ranked by Sparkpulse's velocity_score.
Updated Jul 30, 2026
Looking for the best alternatives to Windmill? Sparkpulse tracks and ranks 12 alternatives in developer tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Windmill shipped 0 meaningful updates in the last 30 days and carries a velocity score of 6.3 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About Windmill
Windmill is building a DuckLake data-engineering stack on top of its workflow engine
Windmill has shifted much of its recent output into a DuckLake lakehouse layer — schema contracts, fork-isolated data environments, partition backfills, scheduled maintenance, and freshness watchdogs — while also ungating warehouse runtimes and adding reasoning controls to its AI agent steps. It's a high-cadence open-core product where the substance now sits in data engineering.
Velocity 6.3 · Last update 5d ago
Top 12 alternatives to Windmill
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
INFRA · APIS
Auth0 is turning B2B workarounds into product, and staking a claim on agent authorization.
INFRA · APIS
WorkOS is pushing auth outward — into the browser, the edge, and LLM clients
INFRA · APIS
Depot now owns every tier from bare metal to git — build acceleration became a full CI platform.
INFRA · APIS
Buildkite is rebuilding its CI surface for agents first and clearing the v3 baseline out of the way.
INFRA · APIS
Cursor is becoming a control plane for agent fleets — routed, governed, and driven from a phone.
INFRA · APIS
SigNoz rebuilt its dashboards on an open spec so agents, not just people, can drive them.
INFRA · APIS
Retool is fitting its app-building agent into a real git workflow, not around it.
DEVOPS
Kubernetes is standardizing on Headlamp as its UI and hardening the core underneath
INFRA · APIS
Knock is treating notification config like code — branches, tests, and now event-driven waits.
INFRA · APIS
Tailscale is turning its admin console into an API — tailnets themselves are now provisionable.
INFRA · APIS
openstatus is adding the enterprise surface without giving up the self-host story
Windmill vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| Windmill (baseline) | 6.3 | 0 | ducklakedata-engineeringopen-core | — |
| GitHub | 10.0 | 1 | copilot-governancesupply-chain-securitymodel-distribution | npm publish-time malware scanning and dual-use metadata |
| Auth0 | 8.8 | 2 | organizationsentitlementsagent authorization | Organization-to-Application Entitlement - Early Access |
| WorkOS | 8.8 | 2 | identityagent-nativemcp | WorkOS Plugin for Claude and ChatGPT |
| Depot | 7.5 | 2 | ci-accelerationtest-analyticssource-control | Test results are now generally available |
| Buildkite | 7.5 | 2 | mcpagent-nativeci-cd | Buildkite MCP Server gives agents a fast path through failed builds |
| Cursor | 6.3 | 1 | agent-fleet-managementmodel-routingmobile-agents | Auto mode moves to Cursor Router with cost/intelligence modes |
| SigNoz | 6.3 | 1 | observabilityagent-operable dashboardsprometheus compatibility | A Revamped Dashboard Experience for Humans and Agents |
| Retool | 6.3 | 0 | agent-app-buildergit-workflowself-hosted | — |
| Kubernetes | 6.3 | 1 | kubernetesheadlampetcd | Announcing etcd v3.7.0 |
| Knock | 6.3 | 1 | notification-infrastructureconfig-as-codeworkflow-orchestration | Wait for event function |
| Tailscale | 6.3 | 1 | enterprise-identityapi-firstmulti-tenancy | Tailnet creation API |
| OpenStatus | 6.3 | 1 | uptime-monitoringstatus-pagesself-hosted | Self-host the AI assistant with your own model |
The 12 best Windmill alternatives, in depth
1. GitHub · velocity 10.0
GitHub pushes Copilot models on by default while npm starts scanning every publish.
Over the last 30 days GitHub shipped 1 meaningful update vs Windmill's 0, most recently “npm publish-time malware scanning and dual-use metadata”. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where Windmill leans on ducklake, data engineering and open core, GitHub focuses on copilot governance, supply chain security and model distribution.
Over the last 30 days GitHub has been shipping faster than Windmill — a point in its favour if release momentum matters to you.
2. Auth0 · velocity 8.8
Auth0 is turning B2B workarounds into product, and staking a claim on agent authorization.
Over the last 30 days Auth0 shipped 2 meaningful updates vs Windmill's 0, most recently “Organization-to-Application Entitlement - Early Access”. Its velocity score of 8.8/10 blends that with longer-term release cadence.
Where Windmill leans on ducklake, data engineering and open core, Auth0 focuses on organizations, entitlements and agent authorization.
Over the last 30 days Auth0 has been shipping faster than Windmill — a point in its favour if release momentum matters to you.
3. WorkOS · velocity 8.8
WorkOS is pushing auth outward — into the browser, the edge, and LLM clients.
Over the last 30 days WorkOS shipped 2 meaningful updates vs Windmill's 0, most recently “WorkOS Plugin for Claude and ChatGPT”. Its velocity score of 8.8/10 blends that with longer-term release cadence.
Where Windmill leans on ducklake, data engineering and open core, WorkOS focuses on identity, agent native and mcp.
Over the last 30 days WorkOS has been shipping faster than Windmill — a point in its favour if release momentum matters to you.
4. Depot · velocity 7.5
Depot now owns every tier from bare metal to git — build acceleration became a full CI platform.
Over the last 30 days Depot shipped 2 meaningful updates vs Windmill's 0, most recently “Test results are now generally available”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Windmill leans on ducklake, data engineering and open core, Depot focuses on ci acceleration, test analytics and source control.
Over the last 30 days Depot has been shipping faster than Windmill — a point in its favour if release momentum matters to you.
5. Buildkite · velocity 7.5
Buildkite is rebuilding its CI surface for agents first and clearing the v3 baseline out of the way.
Over the last 30 days Buildkite shipped 2 meaningful updates vs Windmill's 0, most recently “Buildkite MCP Server gives agents a fast path through failed builds”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Windmill leans on ducklake, data engineering and open core, Buildkite focuses on mcp, agent native and ci cd.
Over the last 30 days Buildkite has been shipping faster than Windmill — a point in its favour if release momentum matters to you.
Full Buildkite trajectory → · Compare Windmill vs Buildkite →
6. Cursor · velocity 6.3
Cursor is becoming a control plane for agent fleets — routed, governed, and driven from a phone.
Over the last 30 days Cursor shipped 1 meaningful update vs Windmill's 0, most recently “Auto mode moves to Cursor Router with cost/intelligence modes”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Windmill leans on ducklake, data engineering and open core, Cursor focuses on agent fleet management, model routing and mobile agents.
Over the last 30 days Cursor has been shipping faster than Windmill — a point in its favour if release momentum matters to you.
7. SigNoz · velocity 6.3
SigNoz rebuilt its dashboards on an open spec so agents, not just people, can drive them.
Over the last 30 days SigNoz shipped 1 meaningful update vs Windmill's 0, most recently “A Revamped Dashboard Experience for Humans and Agents”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Windmill leans on ducklake, data engineering and open core, SigNoz focuses on observability, agent operable dashboards and prometheus compatibility.
Over the last 30 days SigNoz has been shipping faster than Windmill — a point in its favour if release momentum matters to you.
8. Retool · velocity 6.3
Retool is fitting its app-building agent into a real git workflow, not around it.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Windmill leans on ducklake, data engineering and open core, Retool focuses on agent app builder, git workflow and self hosted.
Retool and Windmill have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
9. Kubernetes · velocity 6.3
Kubernetes is standardizing on Headlamp as its UI and hardening the core underneath.
Over the last 30 days Kubernetes shipped 1 meaningful update vs Windmill's 0, most recently “Announcing etcd v3.7.0”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Windmill leans on ducklake, data engineering and open core, Kubernetes focuses on kubernetes, headlamp and etcd.
Over the last 30 days Kubernetes has been shipping faster than Windmill — a point in its favour if release momentum matters to you.
Full Kubernetes trajectory → · Compare Windmill vs Kubernetes →
10. Knock · velocity 6.3
Knock is treating notification config like code — branches, tests, and now event-driven waits.
Over the last 30 days Knock shipped 1 meaningful update vs Windmill's 0, most recently “Wait for event function”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Windmill leans on ducklake, data engineering and open core, Knock focuses on notification infrastructure, config as code and workflow orchestration.
Over the last 30 days Knock has been shipping faster than Windmill — a point in its favour if release momentum matters to you.
11. Tailscale · velocity 6.3
Tailscale is turning its admin console into an API — tailnets themselves are now provisionable.
Over the last 30 days Tailscale shipped 1 meaningful update vs Windmill's 0, most recently “Tailnet creation API”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Windmill leans on ducklake, data engineering and open core, Tailscale focuses on enterprise identity, api first and multi tenancy.
Over the last 30 days Tailscale has been shipping faster than Windmill — a point in its favour if release momentum matters to you.
Full Tailscale trajectory → · Compare Windmill vs Tailscale →
12. OpenStatus · velocity 6.3
Openstatus is adding the enterprise surface without giving up the self-host story.
Over the last 30 days OpenStatus shipped 1 meaningful update vs Windmill's 0, most recently “Self-host the AI assistant with your own model”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Windmill leans on ducklake, data engineering and open core, OpenStatus focuses on uptime monitoring, status pages and self hosted.
Over the last 30 days OpenStatus has been shipping faster than Windmill — a point in its favour if release momentum matters to you.
Full OpenStatus trajectory → · Compare Windmill vs OpenStatus →
Frequently asked questions
What are the best alternatives to Windmill?
The top Windmill alternatives we currently track in developer tools are GitHub, Auth0, WorkOS, Depot, Buildkite, ranked by recent ship velocity.
How is this list of Windmill alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Windmill directly with one of these alternatives?
Yes — every card has a "Compare with Windmill" link to a side-by-side /compare page.