n8n vs Activepieces vs Windmill

n8n and Activepieces suit visual business automation, while Windmill suits teams that write scripts and build internal apps. Licensing, SSO and audit log availability, and scaling decide most shortlists.

On this page

n8n vs Activepieces vs Windmill: which fits your automation team

Choose n8n when your automation builders are business analysts or integration specialists who want a visual canvas over more than 1,500 integrations, and Activepieces when you want a similar visual model under an MIT community edition. Choose Windmill when your builders write scripts and want flows and internal apps built on that code. Licensing and paid-edition terms often decide the shortlist before features do: n8n's Sustainable Use License limits use to internal business, non-commercial or personal purposes, Activepieces' community edition is MIT with commercially licensed enterprise code in packages/ee, and Windmill's core is AGPLv3 with a proprietary Community Edition image.

Before you compare features, confirm which controls your organization needs in writing. SSO, audit logs, SCIM and Git sync sit behind different tiers in each product, so the free edition you pilot may not match the controls your security team requires. Check n8n's SAML documentation against your identity provider, confirm Activepieces' SSO and audit log placement on its pricing page, and verify Windmill's SAML, SCIM and audit log entitlements on its pricing page before you rely on any of them.

Also ask who will operate the platform after go-live. Windmill's workers pull jobs from PostgreSQL and run code in nsjail sandboxes, which suits a team that owns scripts and the runtime behind them. n8n queue mode adds Redis and shared encryption key handling across workers, and multi-main high availability requires an n8n Enterprise license. Put these operating duties, and who is paid for them, into your quote request.

Which platform fits which team situation

This table maps common team situations to the platform that fits best and the condition under which another option would serve better. Read each row as a starting point for your shortlist, then confirm the edition and feature details against your own requirements.

Team situationBest fit and reasonWhen another platform fits better
Business users building app-to-app flowsn8n, because its visual canvas and large integration catalog suit non-developers connecting SaaS tools, and the Community edition is free to self-host for internal use.If your use is embedded in a product you sell or resell, the Sustainable Use License does not allow it, so look at Activepieces' MIT community edition instead.
Business users who want an MIT-licensed visual builderActivepieces, because its community edition is MIT licensed and its pieces can be used as MCP servers with LLM clients.If you need the broadest integration catalog, n8n advertises more than 1,500 integrations, against Activepieces' listed 280-plus pieces.
Developers shipping scripts and internal appsWindmill, because scripts in Python, TypeScript, Go, Bash, SQL and more can be composed into flows and low-code apps.If your team wants a canvas-first tool for non-developers rather than code, n8n or Activepieces will fit better.
Teams needing SSO and audit logs without a paid planNone of the three gives both in a free tier. Confirm the edition boundary for each tool before you commit to a budget.n8n places SSO in Business and Enterprise plans, Activepieces starts SSO at Team and audit logs at Ultimate, and Windmill lists SAML and audit logs in Enterprise.
Teams embedding automation in their own productActivepieces, because its pricing page lists an embedding option with a white-label builder and SDK.If you plan to embed under the Sustainable Use License or the AGPLv3 Community build, confirm the terms with legal counsel first, since neither permits resale without a commercial agreement.
Teams running a self-hosted pilot on a small budgetn8n Community or Activepieces Community, since both are free to self-host and suit trying flows before a paid plan is needed.If you need unlimited users and workspaces at no cost, Windmill's Community Edition caps workspaces, users and groups, so confirm those limits fit your rollout.
Teams needing high availability at scaleWindmill or n8n with queue mode, as Windmill workers pull jobs from PostgreSQL and n8n splits main and worker processes through Redis.n8n multi-main high availability requires an Enterprise self-hosted deployment, so confirm the license need before designing for it.

What the license and paid editions allow in each platform

n8n's license decides many shortlists. The Sustainable Use License allows use and modification for your own internal business purposes, and for non-commercial or personal use. It is not an OSI open source license, so the terms, not the feature list, set what you may do with the software. Files with .ee in their name or directory fall outside that license and need a valid n8n Enterprise License.

  • Internal use: Automating your own business processes fits the internal business purpose. Ask counsel how this applies to group companies and contractors who operate the instance.
  • Resale and hosting for customers: Distributing n8n commercially, or offering it to customers as a service, is not covered by the free terms. Review this before you plan a product or managed offering.
  • .ee code: Check which of your required features sit in .ee paths. Those features need an Enterprise License even when the rest of the platform runs free.
  • SSO, Git and log streaming: Pricing lists SSO and LDAP, environments with Git, and log streaming only in Business and Enterprise. SAML single sign-on is available on those two plans. Business is currently self-hosted only, at 667 euros per month billed annually.
  • Multi-main high availability: Multi-main setup is restricted to Enterprise self-hosted deployments.

Get the license text and current pricing in writing before purchase, since both change, and confirm which edition covers each feature on your list.

How n8n queue mode, Activepieces and Windmill workers differ

n8n's process layout is a main instance, a Redis queue and a pool of workers. In queue mode the main instance handles timers and webhooks and passes execution IDs to Redis, while worker processes run the executions and write results to the database, which the n8n documentation describes as PostgreSQL in its queue mode setup. Every worker and webhook processor must share the main instance's encryption key so it can decrypt credentials stored in the database. Losing or mismatching that key is the failure to plan for, because it breaks credential access across the whole pool. Confirm with your own environment which n8n edition you need before going this route, since multi-main high availability is limited to Enterprise self-hosted deployments.

Activepieces runs as a Docker Compose stack with PostgreSQL and Redis, and the project also offers a Helm chart for Kubernetes. For a small team this is a single stack to back up, upgrade and monitor, with one set of containers and one database to understand. Windmill separates its services differently: stateless API servers accept requests, and workers pull jobs from a PostgreSQL queue, with each job sandboxed by nsjail. Its README gives a sizing rule of thumb of one worker per vCPU with 1 to 2 GB of RAM, which is a useful starting point when you estimate capacity. Ask any vendor or template maintainer to document how workers are scaled, how the queue is backed up and how sandboxed jobs are isolated on your hosts.

A small team that wants one stack and a standard database is likely to find the Activepieces Compose layout or a single n8n regular-mode instance easiest to operate. Queue mode adds Redis, a shared encryption key across processes and worker scaling, so it suits teams that already run those components well. Windmill's worker model asks for the most platform skill because it adds sandboxing, queue behavior and worker sizing decisions, and its autoscaling sits in the Enterprise tier. Before you commit, run a short proof of concept that restarts a worker, rotates the encryption key in a test copy and measures queue backlog under your own load.

What drives the running cost of each platform

Licence fees are only one line in the cost of running n8n, Activepieces or Windmill. The published pricing units, the database and worker footprint, and the staff time to upgrade each platform decide most of the total, so compare them on the same written scope.

Execution-based pricing in n8n

n8n's cloud plans count an execution as one run of a whole workflow, regardless of how many steps it contains. The free self-hosted Community edition has no licence fee, but SSO, LDAP, environments with Git and log streaming sit only in the Business and Enterprise plans. Ask whether your SSO and Git requirements push the team to a paid self-hosted tier and what that tier costs per year.

Credit-based pricing in Activepieces

Activepieces prices its hosted plans in credits, with a free tier of 1,000 credits a month and up to 5 users. SSO starts at the Team plan, while audit logs, Git sync and SCIM are listed only for Ultimate, which is custom-priced and can run on premises. Model your expected credit consumption for your heaviest flows before comparing it with n8n's execution count, because the two units do not measure the same thing.

Per-developer and per-operator Enterprise pricing

Windmill's self-hosted Enterprise Edition starts at 120 US dollars a month and is priced by developers, operators and compute units. Headcount therefore grows the bill as the number of people building and running scripts grows, while the free Community Edition caps workspaces, users and groups. Ask the vendor to price a named set of developers, operators and expected compute units in the same written quote.

Hosting and database footprint

All three platforms depend on a relational database and, in some cases, a message store. Activepieces recommends PostgreSQL and Redis with Docker Compose or a Helm chart, n8n queue mode needs Redis and a shared database with workers, and Windmill uses PostgreSQL as its job queue. Each dependency adds backups, patching, monitoring and cloud database fees that the licence line does not show, so price the database tier as part of the platform.

Worker sizing with the one per vCPU rule

Windmill's README gives a rule of thumb of one worker per vCPU with 1 to 2 GB of RAM per worker. Multiply that across the nodes you need for peak job volume and high availability, and the compute bill follows directly. n8n queue mode scales by adding worker processes, so the same question applies there. Ask each vendor for a sizing estimate for your peak execution volume rather than accepting the rule of thumb as a budget.

Staff time to upgrade and patch

Upgrade effort recurs for every platform, and release cadence is high. n8n's current stable line is 2.x with 1.x still receiving releases, and Activepieces and Windmill both ship releases often. Someone must test each release against your custom nodes, pieces or scripts, schedule the database migration and roll it out. Ask each vendor how long supported version lines remain and whether DeployOpen-style retained support would cover that work.

What implementing each platform involves in practice

Installation is where the three stacks diverge most in engineering effort. A single n8n process with a database is simple, but queue mode adds Redis, PostgreSQL-backed workers and a shared encryption key that every worker and webhook processor must hold, so an engineer should own that key from day one. Activepieces offers Docker Compose with PostgreSQL and Redis, plus a Helm chart for Kubernetes. Windmill runs stateless API servers and workers that pull jobs from a PostgreSQL queue and sandbox them with nsjail. Its README suggests one worker per vCPU with 1 to 2 GB of RAM as a starting point, which you should test against your own job volume. Identity is engineer work as well, and SSO sits behind paid plans in all three: n8n SAML is on Business and Enterprise, Activepieces SSO starts at Team, and Windmill's SAML and SCIM are in Enterprise.

Building is where roles split. Business analysts can usually build n8n workflows and Activepieces flows on the canvas, drawing on n8n's advertised 1,500 integrations or Activepieces' more than 280 pieces. Credentials, custom code nodes and webhook exposure still need an engineer to review them. Windmill scripts are code in Python, TypeScript, Go, Bash, SQL and more, so developers write them, and business users then run the resulting flows or internal apps. For migration, inventory each existing automation with its triggers, credentials, error handling and owner, then rebuild it and run old and new versions side by side. Confirm what each tool can export and import before you assume any flow moves automatically.

Release cadence sets the maintenance load. n8n's current stable line is 2.x (2.43.7 as of October 16, 2026), Activepieces shipped 0.92.3 on October 12, 2026, and Windmill released v1.840.0 on October 17, 2026. Each team should plan a recurring upgrade window, retest credentials and webhooks after every release, and track the vendor release notes. A fixed-scope engagement could cover the agreed deployment, identity and secrets configuration, migration of a defined set of automations, a hardening review and handover documentation. Scope, deliverables and timelines are agreed in writing before work starts, and upgrades and ongoing support can be added as a retainer.

Questions buyers ask before choosing or hiring help

Which of n8n, Activepieces and Windmill is cheapest to self-host?

None of the three charges a license fee for its free self-hosted edition, so the cheapest option depends on what you need beyond the community tier and on who runs it. n8n's Community edition is free to self-host, but the n8n pricing page lists its Business plan at 667 euros per month billed annually, self-hosted only, and that plan includes SSO, Git environments and log streaming. Activepieces' Community Edition is MIT licensed, and its pricing page starts SSO at the Team plan at 200 US dollars a month for up to 25 users. Windmill's Community Edition is free with unlimited executions but is capped at 3 workspaces, 50 users and 4 groups, and its Enterprise Edition starts at 120 US dollars a month. Your actual cost is infrastructure, PostgreSQL, Redis where it applies, and the staff hours spent on patching and upgrades. Ask each vendor for current pricing before comparing totals.

Do SSO and audit logs require a paid plan in each platform?

Yes in all three cases, at least for the features most security teams ask for first. n8n places SSO and LDAP in its Business and Enterprise plans, and its SAML single sign-on documentation includes setup guides for Okta Workforce Identity and Azure AD. Activepieces starts SSO at its Team plan, and its pricing page lists audit logs only for its highest tier, so confirm the audit requirement before assuming the Team plan covers it. Windmill's Enterprise Edition adds SAML, SCIM and audit logs, and its free Community Edition does not list them. Ask each vendor whether the feature supports your identity provider, whether it applies to every user type, and where audit records are stored and how long they are kept. Those details are not settled by the pricing pages alone, so verify them in a trial deployment before you commit.

Can non-developers build flows in n8n, Activepieces and Windmill?

Non-developers can build simple flows in n8n and Activepieces, while Windmill is built around scripts that developers write. n8n's canvas connects apps visually and advertises more than 1,500 integrations, and builders can add custom JavaScript or Python where a node is missing. Activepieces builds flows from pieces, with more than 280 listed in its repository, about 60 percent contributed by the community, and it adds AI agent and MCP capabilities. Windmill scripts can be written in Python, TypeScript, Go, Bash, SQL and other languages, then composed into flows or low-code apps, so whoever writes the logic needs coding skills. Test with the people who will maintain the flows, not only the evaluator. Time how long a non-developer takes to build a representative workflow, including error handling and credential setup, and note each point where they need a developer.

How long does a self-hosted automation pilot take, and what drives it?

No supplied source gives a pilot duration for any of these platforms, so the answer depends on scope and should come from a written plan. The main drivers are the number of workflows and integrations, whether credentials and identity providers must connect to your directory, and whether the target is a single instance or a queue setup with several workers. n8n queue mode adds Redis, worker processes and a shared encryption key, and multi-main high availability is limited to Enterprise self-hosted deployments. Activepieces recommends Docker Compose with PostgreSQL and Redis and offers a Helm chart for Kubernetes, while Windmill supports Docker Compose or Helm with external PostgreSQL, which changes how much infrastructure the pilot must stand up. Ask any implementation partner, including DeployOpen, for a fixed-scope proposal that lists deliverables, environments and acceptance tests before work begins.

Can our team run n8n, Activepieces or Windmill without outside help?

A team with container and database experience can run any of the three, but each platform has operating components that need a named owner. n8n in queue mode needs a main instance, Redis, PostgreSQL and worker processes, and every worker must share the main instance's encryption key, which protects stored credentials and therefore needs careful handling. Activepieces recommends Docker Compose with PostgreSQL and Redis, with a Helm chart for Kubernetes. Windmill runs stateless API servers and workers that pull jobs from a PostgreSQL queue, and its README suggests one worker per vCPU with 1 to 2 GB of RAM. Ongoing work includes upgrades, backups, patching, credential rotation and on-call coverage. DeployOpen can plan, implement, harden, back up, upgrade and document these systems inside your own infrastructure under a fixed scope, and it offers retainers for ongoing support. Ask your own staff how many hours each month the platform will need.

How hard is it to switch between these platforms later?

Switching cost depends on how much logic is locked into each tool's own format, and the supplied sources do not describe export formats, so confirm them with each vendor before you commit. Flows built in the n8n and Activepieces canvases usually need rebuilding in another tool unless an export is available. Windmill's logic lives in scripts written in ordinary languages such as Python or TypeScript, which can make the business logic easier to move, although its flows and apps still need rebuilding. Licensing also shapes a move. n8n's Sustainable Use License limits use to internal business, non-commercial or personal purposes, and Windmill's prebuilt Community Edition images include proprietary code that is free for internal use, while managed services or resale require a commercial license. Keep a written inventory of workflows, credentials and integrations from the first day of the pilot.

Which compliance evidence do these platforms produce for an audit?

None of these platforms produces an audit report, attestation or certification by itself, and DeployOpen does not issue them either. An independent auditor or certification body assesses your environment, while the platform, its configuration and its logs become evidence you assemble. Check which logs each edition produces, whether audit logs are available in your tier, and where they are stored. n8n places log streaming in its Business and Enterprise plans, while Windmill's Enterprise Edition adds audit logs and external secret backends such as Vault and AWS Secrets Manager. Activepieces lists audit logs only for its highest tier. Ask your auditor which control evidence they expect, then confirm with each vendor that the edition you choose can produce it. DeployOpen can prepare systems, controls and evidence for an assessment, under a written scope.

How to narrow the shortlist in four decisions

This sequence turns the license, builder, edition and scaling findings above into a shortlist of one or two tools that a team can pilot against its own requirements.

  1. Confirm the license fits your use

    Start with the licensing section and have legal or the open-source review owner read n8n's Sustainable Use License against your plan. Internal business use is allowed under that license, but embedding the tool in a product you sell, reselling it, or running it as a managed service for customers needs a closer look. Activepieces' Community Edition is MIT licensed, with enterprise code in packages/ee under a commercial license, and Windmill's prebuilt Community Edition images include proprietary code that is free for internal use while managed services or reselling need a commercial license. Drop any option whose license does not match the intended use. The step is done when the owner signs off in writing on the intended use for each remaining candidate.

  2. Decide who builds the automations

    List the people who will create and maintain the automations and sort them into business operators, developers and a mix of both. Visual, app-to-app automation with a large catalog points toward n8n or Activepieces, while teams that want scripts in Python, TypeScript, Go, Bash or SQL composed into flows and internal apps point toward Windmill. Count how many automations need custom code and who will review that code before it runs in production. The step is done when each candidate has a named builder group and a named reviewer for code changes, recorded in the shortlist document.

  3. Check SSO and audit log requirements against editions

    Write down whether you must have single sign-on, audit logs, SCIM provisioning, Git-based change control and external secret managers on day one. Then check each candidate against its edition tiers. n8n SAML single sign-on sits in the Business and Enterprise plans, and log streaming and Git environments are also limited to those tiers. On Activepieces, SSO starts at the Team plan, while audit logs, SCIM and external secret managers are listed for Ultimate. On Windmill, SAML, SCIM and audit logs are in Enterprise. Confirm these terms on each vendor's current pricing page, since they change. The step is done when every must-have control is mapped to a specific edition and the cost of that edition is in the quote request.

  4. Pilot the scaling model with your workload

    Run a pilot on a staging copy of your environment that matches your expected trigger volume, webhook traffic and longest-running job. For n8n, test regular mode against queue mode with Redis and workers on PostgreSQL, and confirm that the encryption key is shared with every worker and webhook processor. Note that multi-main high availability is limited to self-hosted Enterprise. For Activepieces, test the Docker Compose or Helm deployment with PostgreSQL and Redis. For Windmill, use its sizing rule of one worker per vCPU with 1 to 2 GB of RAM as a starting point and measure your own jobs. The step is done when the pilot produces measured throughput, failure behavior and the staffing hours your team recorded, which becomes the basis for the final decision.

How DeployOpen helps choose and implement one of these platforms

DeployOpen plans, implements, customizes, integrates, hardens, documents and supports self-hosted open-source platforms inside your own cloud accounts, data centers or air-gapped networks. For n8n, Activepieces or Windmill, we start by confirming which license terms, editions and identity features your organization actually needs before any build work begins.

How we scope

  • Confirm which license terms apply to your internal use, embedding and any resale before choosing a platform.
  • Map which SSO, audit log and Git sync requirements need a paid edition for n8n, Activepieces or Windmill.
  • Agree a fixed scope, deliverables and timeline in writing before any implementation work starts.

How we build

  • Deploy the chosen platform in your infrastructure with its database, Redis or queue components as the scope requires.
  • Build and test the first integrations, scripts or flows against the systems your team depends on most.
  • Configure identity integration, secrets handling and access controls, then test them against your security requirements.

How we hand over

  • Document the deployment architecture, configuration decisions and the edition or license each feature depends on.
  • Provide runbooks for backups, upgrades and scaling so your operators can run the platform without us.
  • Walk your builders and operators through the handover so ownership of flows, scripts and credentials is clear.

How we support

  • Ongoing support, upgrades and continuous testing are available as a retainer after handover.
  • Plan version upgrades with your team, reviewing release notes and license changes before each move.
  • Ask for a written quote that lists scope, deliverables and recurring retainer components before committing.

Sources and further reading

Talk to our team.

Tell us what you're working on, whether it's a deployment, an audit, a security test or a cyber range. You'll speak with an engineer who can help you scope it.

  • 30-minute call: free, with no obligation.
  • NDA on request: we can sign before you share details.
  • Clear next steps: a scope and plan after the call.