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Automate work

Automate recurring work

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Advanced requirements

Candidates to compare

Based on documented capabilities, not measured performance on your task. Leaderboard context is shown separately.

What to test first

Run the same small workflow with a test account. Check permissions, success and failure paths, retries, duplicate actions, and the cost of repeated runs.

Make

Make · help.make.com
  • Scheduled workflows[1]Aging
    Supported

    Free ≥15-minute intervals; paid ≥1 minute. A run can consume multiple credits.

  • App integrations[2]Aging
    Supported
  • Web interface[3]Aging
    Supported

    Publicly documented channel; account, region, entitlement and quota were not tested.

Full evidence and sources
No exact leaderboard match

Why this fits

  • Scheduled workflows
    Supported · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

    Free ≥15-minute intervals; paid ≥1 minute. A run can consume multiple credits.

    Documented scheduling is relevant for recurring work. Test time zones, missed runs, retries, and limits with your actual workflow.

  • App integrations
    Supported · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

    Official feature documentation; no same-task quality measurement.

    Documented application connections make this a candidate for linking your workflow. Verify the exact apps, permissions, and supported actions you need.

  • Web interface
    Supported · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

    Publicly documented channel; account, region, entitlement and quota were not tested.

    A documented web interface gives you a way to try the workflow in a browser. Check which features and exports your selected plan includes.

Strengths

  • App integrations:
    Supported · Official fact · Aging · View source
  • Scheduled workflows:
    Supported · Official fact · Aging · View source
  • Automated notifications:
    Supported · Official fact · Aging · View source
  • Official API:
    Supported · Official fact · Aging · View source
  • Cost:
    Displayed 10k-credit tiers: Core $12 / Pro $21 / Teams $38 per month · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

    Free 1,000 credits/month. Billing-toggle state/ISO currency not exposed in extracted page; do not label annual or turn these into a budget guarantee. Comparison page $9/$16 differs.

Trade-offs

    Unreviewed dimensions remain open questions for your trial.

    Cost
    Displayed 10k-credit tiers: Core $12 / Pro $21 / Teams $38 per month · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

    Free 1,000 credits/month. Billing-toggle state/ISO currency not exposed in extracted page; do not label annual or turn these into a budget guarantee. Comparison page $9/$16 differs.

    Plan-dependent. Check the official price and billing period.
    Access
    Official API:
    Supported · Official fact · Aging · View source
    Local deployment:
    Unknown
    Web interface:
    Supported · Official fact · Aging · View source
    Workflow
    Use the official API, then import the output into Proof Lab.
    Commercial use and rights
    Unknown
    Rights depend on the product, plan, inputs and intended use. Review the linked terms.

    Unknowns

    Correctness · Local deployment

    Evidence

    Automated notifications
    Supported · Official fact · Aging · View source Last verified: 2026-09-19Confidence: High
    App integrations
    Supported · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

    Official feature documentation; no same-task quality measurement.

    Scheduled workflows
    Supported · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

    Free ≥15-minute intervals; paid ≥1 minute. A run can consume multiple credits.

    Official API
    Supported · Official fact · Aging · View source Last verified: 2026-09-19Confidence: High
    Local deployment
    UnknownLast verified: Not reviewedConfidence: Low
    Web interface
    Supported · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

    Publicly documented channel; account, region, entitlement and quota were not tested.

    Cost
    Displayed 10k-credit tiers: Core $12 / Pro $21 / Teams $38 per month · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

    Free 1,000 credits/month. Billing-toggle state/ISO currency not exposed in extracted page; do not label annual or turn these into a budget guarantee. Comparison page $9/$16 differs.

    Commercial use
    UnknownLast verified: Not reviewedConfidence: Low

    n8n

    n8n · docs.n8n.io
    • Scheduled workflows[1]Aging
      Supported
    • Local deployment[2]Aging
      Supported

      Self-hosted Community Edition, not a free hosted plan; connected services may still send data externally.

    • App integrations[3]Aging
      Supported
    Full evidence and sources
    No exact leaderboard match

    Why this fits

    • Scheduled workflows
      Supported · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

      Official feature documentation; no same-task quality measurement.

      Documented scheduling is relevant for recurring work. Test time zones, missed runs, retries, and limits with your actual workflow.

    • Local deployment
      Supported · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

      Self-hosted Community Edition, not a free hosted plan; connected services may still send data externally.

      A documented local or self-hosted route is relevant when you need deployment control. Check hardware, licenses, and cloud dependencies; local does not automatically mean offline.

    • App integrations
      Supported · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

      Official feature documentation; no same-task quality measurement.

      Documented application connections make this a candidate for linking your workflow. Verify the exact apps, permissions, and supported actions you need.

    Strengths

    • App integrations:
      Supported · Official fact · Aging · View source
    • Scheduled workflows:
      Supported · Official fact · Aging · View source
    • Automated notifications:
      Supported · Official fact · Aging · View source
    • Official API:
      Supported · Official fact · Aging · View source
    • Local deployment:
      Supported · Official fact · Aging · View source
    • Cost:
      Annual billing: Cloud Starter EUR 20/month (2,500 executions), Pro EUR 50 (10,000) · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

      Business EUR 667/month, 40k executions, self-hosted. Execution ≠ workflow step; infrastructure and connected services extra. Monthly-billed rates not verified.

    Trade-offs

      Unreviewed dimensions remain open questions for your trial.

      Cost
      Annual billing: Cloud Starter EUR 20/month (2,500 executions), Pro EUR 50 (10,000) · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

      Business EUR 667/month, 40k executions, self-hosted. Execution ≠ workflow step; infrastructure and connected services extra. Monthly-billed rates not verified.

      Plan-dependent. Check the official price and billing period.
      Access
      Official API:
      Supported · Official fact · Aging · View source
      Web interface:
      Supported · Official fact · Aging · View source
      Local deployment:
      Supported · Official fact · Aging · View source
      Workflow
      Run the published weights on compatible hardware, then import the output.
      Commercial use and rights
      Unknown
      Rights depend on the product, plan, inputs and intended use. Review the linked terms.

      Unknowns

      Correctness

      Evidence

      Automated notifications
      Supported · Official fact · Aging · View source Last verified: 2026-09-19Confidence: High
      App integrations
      Supported · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

      Official feature documentation; no same-task quality measurement.

      Scheduled workflows
      Supported · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

      Official feature documentation; no same-task quality measurement.

      Official API
      Supported · Official fact · Aging · View source Last verified: 2026-09-19Confidence: High
      Web interface
      Supported · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

      Publicly documented channel; account, region, entitlement and quota were not tested.

      Local deployment
      Supported · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

      Self-hosted Community Edition, not a free hosted plan; connected services may still send data externally.

      Cost
      Annual billing: Cloud Starter EUR 20/month (2,500 executions), Pro EUR 50 (10,000) · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

      Business EUR 667/month, 40k executions, self-hosted. Execution ≠ workflow step; infrastructure and connected services extra. Monthly-billed rates not verified.

      Commercial use
      UnknownLast verified: Not reviewedConfidence: Low

      Zapier

      Zapier · help.zapier.com
      • App integrations[1]Aging
        Supported
      • Web interface[2]Aging
        Supported

        Publicly documented channel; account, region, entitlement and quota were not tested.

      • Cost[3]Aging
        Annual billing: Professional from USD 19.99/month; Team from USD 69

        Free 100 tasks/month, two-step workflows. Team card says 25 users but FAQ says unlimited; SDK billing also conflicts. Add-on Agents/Chatbots not assumed included; overages and tier selection apply.

      Full evidence and sources
      No exact leaderboard match

      Why this fits

      • App integrations
        Supported · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

        Official feature documentation; no same-task quality measurement.

        Documented application connections make this a candidate for linking your workflow. Verify the exact apps, permissions, and supported actions you need.

      • Web interface
        Supported · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

        Publicly documented channel; account, region, entitlement and quota were not tested.

        A documented web interface gives you a way to try the workflow in a browser. Check which features and exports your selected plan includes.

      • Cost
        Annual billing: Professional from USD 19.99/month; Team from USD 69 · Official fact · Aging · View source

        Free 100 tasks/month, two-step workflows. Team card says 25 users but FAQ says unlimited; SDK billing also conflicts. Add-on Agents/Chatbots not assumed included; overages and tier selection apply.

        Use the recorded price as a budget input, not a total project quote. Usage, plan entitlements, taxes, and extra services can change the actual cost.

      Strengths

      • App integrations:
        Supported · Official fact · Aging · View source
      • Automated notifications:
        Supported · Official fact · Aging · View source
      • Cost:
        Annual billing: Professional from USD 19.99/month; Team from USD 69 · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

        Free 100 tasks/month, two-step workflows. Team card says 25 users but FAQ says unlimited; SDK billing also conflicts. Add-on Agents/Chatbots not assumed included; overages and tier selection apply.

      Trade-offs

        Unreviewed dimensions remain open questions for your trial.

        Cost
        Annual billing: Professional from USD 19.99/month; Team from USD 69 · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

        Free 100 tasks/month, two-step workflows. Team card says 25 users but FAQ says unlimited; SDK billing also conflicts. Add-on Agents/Chatbots not assumed included; overages and tier selection apply.

        Plan-dependent. Check the official price and billing period.
        Access
        Official API:
        Unknown
        Local deployment:
        Unknown
        Web interface:
        Supported · Official fact · Aging · View source
        Workflow
        Create in the provider interface, then import your output into Proof Lab.
        Commercial use and rights
        Unknown
        Rights depend on the product, plan, inputs and intended use. Review the linked terms.

        Unknowns

        Correctness · Scheduled workflows · Official API · Local deployment

        Evidence

        Automated notifications
        Supported · Official fact · Aging · View source Last verified: 2026-09-19Confidence: High
        Scheduled workflows
        UnknownLast verified: Not reviewedConfidence: Low
        App integrations
        Supported · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

        Official feature documentation; no same-task quality measurement.

        Official API
        UnknownLast verified: Not reviewedConfidence: Low
        Local deployment
        UnknownLast verified: Not reviewedConfidence: Low
        Web interface
        Supported · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

        Publicly documented channel; account, region, entitlement and quota were not tested.

        Cost
        Annual billing: Professional from USD 19.99/month; Team from USD 69 · Official fact · Aging · View source Last verified: 2026-09-30T17:37:41.000ZConfidence: High

        Free 100 tasks/month, two-step workflows. Team card says 25 users but FAQ says unlimited; SDK billing also conflicts. Add-on Agents/Chatbots not assumed included; overages and tier selection apply.

        Commercial use
        UnknownLast verified: Not reviewedConfidence: Low