B2B SaaS tool list
Best B2B SaaS Workflow-Automation Tools in 2026
The same four-step workflow can cost $9 a month on one tool, $20 on another and a quote on a third, because each vendor counts something different: tasks, credits, executions, builders or contracts.
This list ranks thirteen workflow-automation tools by the job each does best for a B2B SaaS team, shows the prices the vendors publish as read on 2026-10-07, and works the meters out at 500, 2,500 and 10,000 runs a month so you can see which tool gets expensive first. Where a vendor shows no price, the entry says so and links to its pricing page.
Ranked by job: the best pick for each need
| Job | Best pick | Why | Runner-up |
|---|---|---|---|
| A first automation owned by a non-technical ops person | Make | 10,000 credits cost $9 a month billed annually, and the Free plan includes 1,000 credits | Zapier |
| Long workflows owned by an engineer | n8n | A run counts as one execution however many steps it has, and Community Edition can be self-hosted | Pipedream |
| Widest app coverage with the fastest build | Zapier | 9,000+ apps listed, and triggers are not billed as tasks | Make |
| Code steps next to prebuilt connectors | Pipedream | Startup includes production and 10,000 usage credits, then $0.012 per credit | n8n |
| Workflows that must survive crashes for days or weeks | Temporal | Retries, timers and saga compensation are built in, from $50 per million actions | Camunda |
| Approval processes with an audit trail | Camunda | Modeled processes with recorded state, and a free self-managed edition for development | Workato |
| Governed integration across departments | Workato | Environments, role-based access and SSO with MFA from the Standard edition; quote only | Tray.ai |
| Revenue-system and partner integrations | Tray.ai | Plans scoped by use case, department and partner integrations; quote only | Workato |
| Microsoft 365-centered organizations | Microsoft Power Automate | Cloud flows plus attended and unattended desktop flows under Microsoft licensing | Make |
| Automation next to internal admin tools | Retool Workflows | Per-builder pricing with a free plan for up to 5 users | n8n |
| Systems with no API | UiPath | Desktop and web robots, with a Basic plan listed from $25 a month | Microsoft Power Automate |
| Browser research and lead enrichment | Bardeen | Credit cost per row is explained, with a worked example on the pricing page | Parabola |
| Spreadsheet-style operations data work | Parabola | Free Basic plan to test on a real export, but the product now leads with agents | Bardeen |
The overall pick for a B2B SaaS operations team with no dedicated integration engineer is Make: it has the lowest published price for multi-step logic and a free plan large enough to test one scenario. The pick for a team with an engineer who will own the workflows is n8n, because its meter does not grow with step count. Choose Zapier when the app you need to connect is only reachable there, and accept that its price is set by a task slider.
Shortlist at a glance
| Tool | Best for | Published pricing |
|---|---|---|
| Make | Visual multi-step scenarios at the lowest entry price | Free 1,000 credits; Core $9 a month billed annually for 10,000 credits |
| n8n | Execution-based pricing and self-hosting for engineering-led teams | Starter $20, Pro $50, Business $800 a month, billed annually |
| Zapier | Fast no-code automation across the widest app list | Free 100 tasks; Professional from $19.99; Team from $69 |
| Pipedream | Developers who want code steps beside prebuilt connectors | Free for development; Startup $99 a month annual, $150 monthly |
| Workato | Governed integration and automation for enterprise IT and RevOps | Quote on request |
| Tray.ai | Multi-department and partner integrations on revenue systems | Quote on request |
| Microsoft Power Automate | Organizations already running identity and documents in Microsoft | Trial plus three paid plans; price shown at checkout |
| Retool Workflows | Automation that sits beside your internal tools | Free to 5 users; Team $10 per builder plus $5 per user |
| Temporal | Durable, long-running workflows written in code | From $50 per million actions; $150 credits for 90 days |
| Camunda | Modeled business processes with approvals and audit trails | Free to develop; production licensed; SaaS via sales |
| UiPath | Legacy and desktop processes that have no usable API | Basic from $25 a month; Standard and Enterprise by sales |
| Bardeen | Browser research and prospecting where no API exists | Credit-based Basic and Premium; prices on its pricing page |
| Parabola | Operations data work, now sold as agents | Basic plan with 1,000 credits; business plans by sales |
1. Make
Best for: Visual multi-step scenarios at the lowest entry price. Make builds automations as scenarios on a visual canvas: one module per app action, routers and filters for branching, and error-handler modules for the paths that fail. Its pricing page cites 3000+ apps and gives paid plans access to the Make API. For a SaaS operations team this is the middle ground between a two-step Zap and a code-first tool: enrichment, a CRM update, a Slack alert and a billing lookup can sit in one scenario that a non-engineer can still read.
Make meters credits, and each module action in a scenario counts as one credit; error-handler modules and the router are not counted. The Free plan gives 1,000 credits a month, two active scenarios and a 15-minute minimum interval between runs. Core, Pro and Teams are priced for 10,000 credits: Core $9 a month billed annually ($10.59 billed monthly), Pro $16 ($18.82) and Teams $29 ($34.12). When credits run out, scenarios stop until you add more, and credits expire at the end of the term, so watch consumption mid-month. Execution logs are kept 7 days on Free and 30 days on Core, Pro and Teams, which decides how late you can debug a failed run.
| Pros | The lowest published entry price for multi-step automation, error-handler modules that cost no credits, and incoming webhooks queued while credits are exhausted. |
|---|---|
| Cons | Every module action costs a credit, so long scenarios use the allowance quickly, and the plan cards only price the 10,000-credit step. |
| Pricing | Free $0 (1,000 credits a month); Core $9, Pro $16 and Teams $29 per month billed annually for 10,000 credits ($10.59, $18.82 and $34.12 billed monthly); Enterprise custom. Vendor pricing source |
| Official source | Vendor website |
2. n8n
Best for: Execution-based pricing and self-hosting for engineering-led teams. n8n bills by workflow execution, not by step: its pricing page defines an execution as a single run of the entire workflow, whatever the number of steps or the amount of data. That changes the arithmetic for long SaaS workflows such as customer onboarding or a billing sync. A standard self-hosted version is available on GitHub, so a team with an engineer can run it on its own infrastructure and pay nothing for the software itself.
Hosted plans are billed annually. Starter is $20 a month for 2.5K executions, Pro $50 for 10K executions with admin roles and up to 50 concurrent executions, and Business $800 for 40K executions with SSO and LDAP, queue mode and Git version control, on a self-hosted-only basis. Enterprise is quote-based. n8n also offers companies under 20 employees 50% off Business through a start-up plan. The trade is ownership: self-hosting means someone patches, backs up and monitors the instance, and there is no free hosted plan, so the first experiment is either the Cloud trial or your own install.
| Pros | One execution per run however many steps it has, a free self-hosted Community Edition, and prices that are easy to read. |
|---|---|
| Cons | No free hosted plan, annual billing on the hosted tiers, and an operations burden if you self-host. |
| Pricing | Starter $20, Pro $50 and Business $800 per month billed annually (2.5K, 10K and 40K workflow executions); Enterprise quote-based; self-hosted Community Edition on GitHub. Vendor pricing source |
| Official source | Vendor website |
3. Zapier
Best for: Fast no-code automation across the widest app list. Zapier’s pitch is breadth: its pricing page cites 9,000+ app integrations, plus Tables, Forms and an MCP server for AI tools. It is the quickest route for a SaaS team where the person building automations sits in marketing, customer success or finance rather than engineering. A Zap triggers on an event in one app and runs action steps in others, and a workflow that touches an unusual app is more likely to find a ready connector here than elsewhere in this list.
Zapier meters tasks: a task is used when a Zap successfully moves data or completes an action, and triggers do not count. Free allows 100 tasks a month and two-step Zaps. Professional is listed from $19.99 a month at its entry task tier and adds multi-step Zaps, webhooks and unlimited premium apps; Team is listed from $69 and adds 25 users, shared Zaps, SAML SSO and priority support. The page says a higher task tier lowers the cost per task, and that pay-per-task overage is charged at a higher per-task rate than your base tasks, so an unplanned spike costs more than planned volume. One MCP tool call uses two tasks.
| Pros | The largest connector list here, a free tier for prototyping, and a 14-day Professional trial with no card. |
|---|---|
| Cons | Every successful action step is a task, so many-step Zaps multiply the meter, and “from” prices hide the real tier price until you pick a volume. |
| Pricing | Free $0 (100 tasks a month, two-step Zaps); Professional from $19.99 per month; Team from $69 per month (25 users); Enterprise quote-based. Vendor pricing source |
| Official source | Vendor website |
4. Pipedream
Best for: Developers who want code steps beside prebuilt connectors. Pipedream workflows mix prebuilt actions with code steps, and its pricing page lists 3,000+ connectors, 10,000+ prebuilt tools and triggers, managed auth for 3,000+ APIs, MCP servers and a Connect proxy. For a SaaS engineering team that would otherwise write a small service to receive a webhook and call three APIs, it is the shorter path, and the integration logic stays close to the application code.
The Free plan gives every feature in development with unlimited team members, but the production environment is not included. Startup is $99 a month billed annually or $150 billed monthly and adds production, 100 users included then $2 per user, 10,000 usage credits included then $0.012 each, and email support, without SSO or SLAs. Business is custom and adds SSO, SCIM, HIPAA, static egress IPs and SLAs. A usage credit is one per 30 seconds of compute for running an action, calling an MCP tool, a Connect proxy request or emitting an event from a deployed trigger. The page lists SOC 2 Type 2 and GDPR on all plans.
| Pros | Code steps and connectors in one workflow, a free development tier, and a published overage rate of $0.012 per credit. |
|---|---|
| Cons | Production starts at the paid tier, and credit usage depends on compute time, so slow API calls cost more than fast ones. |
| Pricing | Free $0 (development only); Startup $99 per month billed annually or $150 billed monthly (10,000 usage credits, then $0.012 each; 100 users, then $2 each); Business custom. Vendor pricing source |
| Official source | Vendor website |
5. Workato
Best for: Governed integration and automation for enterprise IT and RevOps. Workato’s pricing page lists four editions, each adding to the one before. Standard covers application integration and process automation, recipe lifecycle management, dev, test and production environments, and SAML SSO with MFA. Business MCP adds pre-built MCP servers, data integration (ETL, ELT, reverse ETL) and an API platform. Enterprise MCP adds data pipelines, event streams, intelligent document processing and flexible 90-day log retention. Workato ONE adds Agent Studio. The page cites 1,200+ pre-built connectors and unlimited workspaces and users, which suits an IT or revenue-operations team centralizing integrations across finance, CRM and support.
No prices are published: the page says pricing and plan structures may vary with contract terms and with when you joined, and that usage is tracked as tasks in a Usage Dashboard. Ask for the included task volume, the concurrency on the edition you need (the page lists 1 on Standard and Business MCP, 15 on Enterprise MCP and 30 on ONE), the number of on-premise agents and the log retention, because those limits decide whether a busy workflow queues. Get the overage rate in writing, since the page gives none.
| Pros | Governance features (environments, role-based access, log retention) are listed on the pricing page by edition, and the connector library is large. |
|---|---|
| Cons | No public price or overage rate, and the edition ladder is built for companies with an integration team. |
| Pricing | Pricing on request (quote-based); the page lists Standard, Business MCP, Enterprise MCP and Workato ONE without prices. Vendor pricing source |
| Official source | Vendor website |
6. Tray.ai
Best for: Multi-department and partner integrations on revenue systems. Tray’s pricing page offers three plans. Pro is for specific use cases, with 3 workspaces, 7-day log retention and 700+ connectors. Team is for multiple use cases within a department, with 20 workspaces and 30-day insights. Enterprise is for multiple departments and partner integrations, with unlimited workspaces, SSO, HIPAA, regional hosting and log streaming. Observability, audit trails and data tables are in every plan. It suits a SaaS operations team joining CRM, billing, support and product data, especially where a partner-facing integration is part of the job.
No prices appear: every plan card leads to a demo or a sales contact. Usage is metered in Tasks, and the page shows no task price or overage rate. Thirty-day log retention is sold as an add-on, and SSO, HIPAA and regional hosting appear both under Enterprise and in the add-on list, so ask which add-ons your security review would force and price them into the first quote rather than the renewal.
| Pros | Plans are split by use-case scope, which helps map a pilot to the right tier, and audit trails come with every plan. |
|---|---|
| Cons | No published price or task rate, and add-ons for retention and security change the final number. |
| Pricing | Pricing on request (quote-based); Pro, Team and Enterprise are listed without prices. Vendor pricing source |
| Official source | Vendor website |
7. Microsoft Power Automate
Best for: Organizations already running identity and documents in Microsoft. Power Automate suits a SaaS company whose identity, mail, SharePoint and Dynamics already live in Microsoft 365. Microsoft’s pricing page compares a free trial with three paid plans. Cloud flows appear in all of them. Attended desktop flows (RPA) appear in the first paid plan, unattended desktop flows in the next two, and the last adds a Microsoft-hosted virtual machine. Process and task mining, Dataverse capacity and managed environments also differ by plan.
The trial is limited to standard connectors, while the paid plans include standard, premium and custom connectors. Microsoft says the prices on its page are for marketing purposes only and can differ by currency, country, region and organization, with your actual price shown at checkout, so no dollar figure is stated here: open the pricing page for your region and the Power Platform licensing guide it links to before counting licenses. Decide which flows need an attended or unattended desktop run, because those entitlements separate the plans.
| Pros | Fits Microsoft-centered identity and data, and desktop flows cover applications without APIs. |
|---|---|
| Cons | Licensing is regional and plan-specific, and the plan names and rights take time to map to your flows. |
| Pricing | Free trial and three paid plans; Microsoft shows the price for your region at checkout. Vendor pricing source |
| Official source | Vendor website |
8. Retool Workflows
Best for: Automation that sits beside your internal tools. Retool Workflows runs scheduled and event-triggered jobs in the same workspace where a SaaS operations team builds admin panels, refund screens and customer-lookup tools, so a workflow can write to the database an internal app reads. Retool’s pricing page describes apps and automations connected to your own data, with a self-hosted or air-gapped option on Enterprise.
Pricing is per person rather than per run. A builder is a user who created or edited an app or workflow in the billing cycle; internal users who only use apps cost less. Free is $0 for up to 5 users, with production only. Team is $10 per builder and $5 per internal user with unlimited users and staging plus production. Business is $50 per builder and $15 per internal user with unlimited environments, audit logs and rich permissions. Enterprise is custom and lists SSO, SCIM, 2FA, Git source control and audit-log streaming. The page notes a 20% saving on annual billing for Team and Business, and that agents are billed hourly outside the AI credit pool.
| Pros | Flat per-seat cost with no run meter, a free plan for up to five users, and workflows next to the apps that use the same data. |
|---|---|
| Cons | Cost grows with the number of builders, and the heavy governance features sit in the higher plans. |
| Pricing | Free $0 (up to 5 users); Team $10 per builder and $5 per internal user per month; Business $50 per builder and $15 per internal user per month; Enterprise custom. Vendor pricing source |
| Official source | Vendor website |
9. Temporal
Best for: Durable, long-running workflows written in code. Temporal is for workflows that must survive crashes and deploys: subscription lifecycles, provisioning sagas, multi-day trial-to-paid sequences. Workflow state is saved at every step, so a worker can fail mid-run and a new one resumes at the same point. Its pricing page lists automatic retries with backoff, four timeout classes, heartbeating, saga compensation, durable timers that can sleep for months, signals and queries, and SDKs for Go, Java, Python, TypeScript, .NET, PHP, Ruby and Rust.
Temporal Cloud has no base monthly fee. Pay-as-you-go starts at $50 per million actions, with self-service volume discounts down to $25 per million, plus storage at $0.042 per GB-hour active and $0.00105 per GB-hour retained, and $150 in free credits for 90 days. Actions cover workflow, activity, timer, signal, query and schedule operations. Support is an add-on: Business starts at $500 a month (the greater of $500 or 10% of usage) and developer support is 10% of usage on pay-as-you-go. The meter is rarely the real cost; the work is the engineers who write and operate the workers.
| Pros | Retries, timers and state survive failures without hand-written recovery code, and the action price is published. |
|---|---|
| Cons | It needs software engineers, and a no-code team cannot own it. |
| Pricing | Pay-as-you-go from $50 per million actions (down to $25 per million with self-service volume discounts); Business support from $500 per month; $150 free credits for 90 days. Vendor pricing source |
| Official source | Vendor website |
10. Camunda
Best for: Modeled business processes with approvals and audit trails. Camunda orchestrates business processes that you model visually and run on a process engine that records state. It fits a SaaS company with approval-heavy flows, such as deal-desk approvals, security questionnaires or customer-data deletion requests, where someone will ask who approved what and when. The platform lists a process engine with Operate, Tasklist, Identity and Optimize, a Desktop Modeler, and a Web Modeler and Console.
Camunda’s pricing page splits the product in two. Self-Managed is free for development on your own machine with no license, while production use on your own infrastructure requires an Enterprise license, with commercial or non-commercial options. Camunda SaaS is hosted by Camunda, and the page says to talk to sales to buy or start a 30-day free trial. No price is shown for either production path. Process modeling is the bulk of the work, so name a process owner before you start a trial.
| Pros | A free development edition, hosted and self-managed paths, and process state that supports audit questions. |
|---|---|
| Cons | No public production price, and the value depends on someone owning the process model. |
| Pricing | Self-Managed development is free; production needs an Enterprise license; Camunda SaaS is by sales with a 30-day free trial. No prices are published. Vendor pricing source |
| Official source | Vendor website |
11. UiPath
Best for: Legacy and desktop processes that have no usable API. UiPath is robotic process automation first: robots that operate desktop and web interfaces for systems with no usable API, now packaged with agents, document processing and orchestration. For a SaaS company it matters in back-office corners, such as a legacy finance tool, a customer portal you must file reports into, or a vendor with no integration. Its pricing page names Basic User, Plus User, Pro User and Unattended Robot as the licenses you buy across all three tiers.
Basic is listed from $25 per month for essential team automations with limited scale, hosted in UiPath’s European region, and the page notes that Basic is evolving and an updated offering is coming. Standard and Enterprise are contact-sales: Standard adds enterprise automations including agents, document classification and extraction, and orchestration; Enterprise adds self-healing UI automation, process monitoring and simulation, and bring-your-own-model. Because users and robots are priced separately, ask for a quote that states how many unattended robots your processes need.
| Pros | It reaches systems that offer no API, with a low-cost entry plan listed. |
|---|---|
| Cons | Maintenance of interface automations is ongoing, the Basic plan is flagged as changing, and Standard and Enterprise have no price. |
| Pricing | Basic from $25 per month; Standard and Enterprise by contacting sales; users and robots bought separately. Vendor pricing source |
| Official source | Vendor website |
12. Bardeen
Best for: Browser research and prospecting where no API exists. Bardeen automates work in the browser: scraping pages, searching the web, enriching rows and sending the result to a sheet or CRM. Its pricing page frames the product as AI agents for go-to-market work, such as lead sourcing and enrichment. For a SaaS sales-operations team it replaces copy-and-paste research, not system integrations.
Bardeen’s plans are credit-based: Basic, Premium and a custom Enterprise, with 100 free credits and unused credits expiring at the end of each billing period. Each row an action creates costs one credit and enrichment rows cost three. The page’s worked example uses 64 credits to scrape ten profiles, validate their emails, qualify them with AI and export four leads to a Google Sheet. No plan price is stated here; open Bardeen’s pricing page for the current Basic and Premium figures.
| Pros | Per-row credit costs are explained with a worked example, and imports, exports and utilities are free. |
|---|---|
| Cons | It depends on browser pages staying the same, and enrichment rows cost three credits each. |
| Pricing | Basic and Premium monthly plans with included credits, and a custom Enterprise plan; see the pricing page for the figures. Vendor pricing source |
| Official source | Vendor website |
13. Parabola
Best for: Operations data work, now sold as agents. The old entry described Parabola as visual data transformation for operations teams. Its pricing page now presents Prowork by Parabola: describe a task in plain language and ship an agent, with pre-built integrations and a Basic plan of one user, 1,000 credits and limited AI. Business plans put an applied-AI team alongside you and add role-based access, version history with rollback, SSO, SOC 2 Type II and an audit trail of every agent run.
No dollar price is shown for either path. Basic lists a user and credit allowance, extra usage is pay-as-you-go credits, and Business is talk-to-sales. If your use case is the older one, repeatable spreadsheet-style transformations from ERP or warehouse exports, ask whether the visual flow builder is still the main product or has been superseded by agents, and try the free Basic plan on a real export before committing a team.
| Pros | A free Basic plan to test on real data, and governance features (version history, rollback, audit trail) listed for business plans. |
|---|---|
| Cons | The product has changed direction since the old description, and no price is published. |
| Pricing | Basic plan (1 user, 1,000 credits, limited AI) with pay-as-you-go credits; business plans by talking to sales. No dollar price is shown. Vendor pricing source |
| Official source | Vendor website |
What a four-step workflow costs at three volumes
The test workflow is a lead-routing automation: a new signup is the trigger, then three actions enrich the record, create it in the CRM and post to Slack. Each tool bills a different unit, so the table first converts runs into that unit and then prices the unit with the vendor’s own numbers. Volumes are 500, 2,500 and 10,000 runs a month. Where a vendor shows a starting price but not the price at a higher volume, the cell says so instead of guessing.
| Tool and meter | 500 runs a month | 2,500 runs a month | 10,000 runs a month |
|---|---|---|---|
| Zapier: a task per successful action; the trigger is free, so 3 per run | 1,500 tasks, above the Free plan’s 100; Professional, from $19.99 at its entry tier | 7,500 tasks; Professional, priced on the task slider | 30,000 tasks; Professional or Team (from $69), priced on the task slider |
| Make: a credit per module action; trigger plus 3 actions is 4 per run | 2,000 credits, above the Free plan’s 1,000; Core at $9 a month billed annually ($10.59 monthly) | 10,000 credits, exactly the Core allowance; $9 annual or $10.59 monthly | 40,000 credits, four times the 10,000 the plan cards price; read the slider |
| n8n: one execution per run, whatever the steps | 500 executions; Starter, $20 a month ($240 a year) | 2,500 executions; Starter, $20 a month ($240 a year), at its 2.5K limit | 10,000 executions; Pro, $50 a month ($600 a year), at its 10K limit |
| Pipedream: a credit per 30 seconds of compute per action or trigger event; 4 per run if every step finishes inside 30 seconds | 2,000 credits; inside Startup’s 10,000, so $99 annual or $150 monthly | 10,000 credits; exactly the Startup allowance, so $99 annual or $150 monthly | 40,000 credits; 30,000 over × $0.012 = $360, so $459 with annual billing ($99 + $360) or $510 monthly ($150 + $360) |
| Temporal: $50 per million actions, assuming 4 billable actions per run (one workflow start and three activities) | 2,000 actions: 0.002 × $50 = $0.10 | 10,000 actions: 0.01 × $50 = $0.50 | 40,000 actions: 0.04 × $50 = $2.00, before support add-ons and engineering time |
| Workato and Tray.ai: contract with tasks | Pricing on request (quote-based); neither page publishes a task price or overage rate | ||
At 2,500 runs, Make’s $9 and n8n’s $20 are the two numbers you can read directly from a vendor page and both fit exactly inside a plan. Zapier’s and Make’s 10,000-run figures depend on slider steps the plan cards do not show, which is why the cells point at the slider; use the vendor’s calculator at 30,000 tasks and 40,000 credits. Pipedream shows how fast an overage rate adds up: 10,000 runs cost $459 to $510 a month, against n8n Pro’s $50 a month for the same traffic. Temporal’s action meter is tiny, so the cost of choosing it is the engineering, not the invoice.
The same tools with a 12-step onboarding workflow
Step count is the variable that moves the bill. Take an onboarding workflow of one trigger and eleven actions that runs 1,000 times a month. In Zapier, 11 actions per run means 11 × 1,000 = 11,000 tasks. In Make, 12 modules per run means 12,000 credits, which is 2,000 above the 10,000 the Core card prices. In Pipedream, 12 credit uses per run is 12,000 credits: 2,000 over the 10,000 included, times $0.012, adds $24, for $123 with annual billing ($99 + $24) or $174 billed monthly ($150 + $24). In n8n the same workflow is still 1,000 executions, so Starter at $20 a month ($240 a year) covers it with room to spare.
That is why the ranked table sends engineer-owned, long workflows to n8n and short, low-volume workflows to Make. The break-even depends on the slider prices you cannot read from the plan cards, so run your own longest workflow through each vendor’s calculator before deciding.
Seat-priced tools: Retool and UiPath
Retool charges by person, not by run. A team with 2 builders and 10 internal users pays 2 × $10 + 10 × $5 = $70 a month on Team, or 2 × $50 + 10 × $15 = $250 a month on Business; up to five users stay at $0 on Free. UiPath lists Basic from $25 a month and quotes Standard and Enterprise, so its cost depends on how many users and unattended robots you license. Camunda is free to develop on your own machine, and its production price is quote-based.
Choose by need
| Your situation | Start with | The deciding test |
|---|---|---|
| A handful of alerts and CRM updates, one owner in operations | Make, with Zapier as the comparison | Build the same four-step flow in both and compare the monthly meter with a week of real runs |
| Workflows with ten or more steps, loops or heavy data | n8n | One execution per run against Make’s credit per module: count both on your longest workflow |
| A job that runs for days and must resume after a crash | Temporal | Stop a worker mid-run and confirm the workflow resumes without duplicate side effects |
| Auditors or customers ask who approved a change | Camunda, or Workato for wider integration scope | Export the approval history for one real request, with names and timestamps |
| Identity, documents and approvals already in Microsoft 365 | Microsoft Power Automate | Whether any connector you need is premium, and which plan the desktop flows require |
| An internal admin tool needs a nightly job on the same data | Retool Workflows | Whether builders and internal users fit the plan limits for your headcount |
| A system with no API and no export | UiPath, or Power Automate desktop flows | An unattended run on a schedule survives a screen change in the target system |
| Prospect research and scraped lists | Bardeen | Credits used for a 100-row run, with enrichment rows at three credits each |
Switching notes
Moving from Zapier to Make or n8n is a rebuild, not an import. Rebuild one workflow at a time, point the new webhook at the sending app, and run old and new side by side for a week with the new one writing to a test destination so nothing is created twice. Expect the meter to change shape: Zapier counts successful action steps, Make counts every module action, and n8n counts the whole run. Make keeps execution logs for 7 days on Free and 30 days on paid plans, so export anything you need for an audit before you cut over.
Moving from a no-code tool into code, whether Pipedream or Temporal, is mostly a question of idempotency. A no-code scenario that sometimes runs twice is a nuisance; a billing or provisioning workflow that runs twice is an incident. Give each run a stable key derived from the triggering event, make every external write safe to repeat, and only then move the production trigger. Temporal’s retries and Pipedream’s event triggers make duplicates more likely, not less, if a step is not safe to repeat.
Leaving an enterprise platform such as Workato or Tray is governed by the contract more than the technology. Ask in writing how long job history is kept (Workato lists 30-day log retention on Standard and 90 days on Enterprise MCP; Tray lists 7 days on Pro, with 30 days as an add-on), because history disappears at the cutover. Document each recipe or workflow in plain language before you migrate, since the builders you move to will not read the old format. When the destination is Power Automate or UiPath, list which processes need desktop or unattended runs first, as those entitlements decide the plan.
A bounded 30-day pilot
Pick one workflow that already causes work, such as lead routing, failed-payment alerts or new-customer provisioning, and give it one owner and one written success measure, such as the number of manual hand-offs removed per week. Build it in a test workspace with a copy of real data, run it for two weeks, then switch the trigger to production for the last two. Decide up front what happens on failure: who gets the alert, what the retry rule is, and which records are fixed by hand.
At day 30, count runs, failed runs, duplicates, manual fixes and the real bill in that vendor’s unit, then compare it with the arithmetic in the cost section above. Keep the automation only if it removes a named manual step without creating a less visible failure, and if the owner can explain in two sentences what it does when the source system is down.
Questions teams ask about workflow automation tools
What counts as a billable unit in Zapier, Make and n8n?
Zapier bills tasks: a task is used when a Zap successfully moves data or completes an action, and triggers do not count. Make bills credits, one for each module action in a scenario, with error-handler modules and the router not counted. n8n bills executions, defined as a single run of the entire workflow whatever the number of steps. A workflow with five actions therefore uses five Zapier tasks, six Make credits if the trigger is a module, and one n8n execution.
What happens when we run out of allowance?
On Make, scenarios stop until credits are added, though incoming webhooks are queued up to the queue size, and you can buy extra credits in bundles of 1,000 or 10,000 at the fixed price defined in your subscription. On Zapier, pay-per-task billing, if you turn it on, continues your Zaps at a higher per-task rate than your base tasks. On Pipedream Startup, usage beyond the 10,000 included credits is charged at $0.012 each. Decide which behavior you can live with before a spike arrives.
Do failed runs use up our allowance?
It depends on the meter. Zapier counts tasks only when a Zap successfully completes an action. Make counts each module action that runs, but its error-handler modules (Rollback, Break, Resume, Commit and Ignore) are not counted. n8n’s page defines an execution as one run of the whole workflow and does not say how failed runs are treated, so ask before you rely on retries at volume.
Is self-hosting n8n free?
The standard self-hosted version on GitHub carries no license fee, according to n8n’s pricing page, but you run, secure and update it. The paid Business plan, at $800 a month billed annually for 40K executions, is self-hosted only and adds SSO and LDAP, queue mode and Git version control, so a company that needs those features pays for them even though it hosts the software.
Do we need Workato or Tray.ai at our size?
Usually not until several departments share integrations that need environments, role-based access and log retention managed in one place. Workato’s Standard edition already lists dev, test and production environments, SAML SSO with MFA and 30-day log retention, and neither Workato nor Tray publishes a price, so you learn what it costs only after a sales process. If a single operations team owns the workflows, Make or n8n will cover the job for a published price that fits in a monthly budget.
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