Compare AI Tools Side by Side

Different categories, different jobs. These tools may complement one another rather than replace one another. A capability that is irrelevant to a tool's purpose is not a disadvantage.

Compare fit, not just feature counts. Even tools in the same category can serve different roles, such as speech APIs and complete phone-agent platforms. Not verified means we have not confirmed that detail; it does not mean the capability is unavailable.

Selected AI tools compared by business use, capabilities, pricing and editorial considerations

COMPARE AT A GLANCE	n8n	Make	Zapier
General information
Category	AI Automation	AI Automation	AI Automation
Short description	Build flexible business workflows that combine apps, APIs and AI steps.	Design visual automations that connect apps, data and AI services.	Connect everyday business apps with no-code workflows and AI actions.
Best suited for	Route and enrich incoming leads	Automate lead and order handoffs	Route new enquiries to the right team
Target users	Operations teams, technical agencies and businesses with automation expertise.	Automation specialists, agencies and operations teams comfortable mapping business processes.	Small businesses, marketing teams and operations staff using several cloud applications.
Capabilities
Main features	Visual workflows with conditional logic App integrations and HTTP requests AI nodes and human approval patterns	Visual scenario builder Routers and filters App connections, APIs and AI capabilities	Automated Zaps Broad app connector catalogue Tables, forms and AI workflow capabilities
Business applications & ideal use cases	Route and enrich incoming leads Connect AI analysis with operational apps Coordinate multi-step back-office processes	Automate lead and order handoffs Transform data between business apps Add AI processing to existing workflows	Route new enquiries to the right team Synchronize business records Summarize and classify information with AI steps
Integration options	Native connectors, HTTP requests and custom logic can link business systems. Review credential handling, retries, approvals and monitoring before a workflow changes production data.	Connects business apps through native integrations and APIs. Check webhook queues, scheduling, data transfer and external AI-provider costs for the selected plan.	Connectors cover CRM, communications and productivity apps. Webhooks and advanced features are plan-dependent; confirm the exact triggers and actions offered by each connector.
API availability	Available on paid n8n Cloud plans and all self-hosted editions; the public REST API is not available during the Cloud free trial.	Available. Make has a REST API; most endpoints require a paid subscription and may be unavailable on the free tier.	Developer integration platform available for connecting applications and their APIs. Access to specific automation interfaces and webhooks depends on product and plan.
Deployment & setup	Choose n8n-hosted Cloud or self-hosting. Self-hosting requires operating and maintaining the instance; connect credentials and test workflows.	Build hosted visual scenarios, authorize app connections, and test the data flow and error paths.	Create hosted Zaps, connect app accounts, and test triggers and actions. Multi-step Zaps and webhooks require appropriate paid access.
Pricing
Pricing model	Cloud plans are based on monthly workflow executions. Self-hosted options have their own licensing and feature conditions; infrastructure and external model usage can add costs.Check official pricing ↗	A free plan and paid subscriptions use credits. Most actions consume a credit, while some AI features consume more. Confirm credit packs, scheduling and team features before estimating cost.Check official pricing ↗	Free and paid plans with task allowances. Successful actions consume tasks, and some actions have different usage rates. Check overage behaviour and the complete workflow volume.Check official pricing ↗
Free plan or trial	Cloud free trial offered without a credit card. Self-hosted editions have their own licensing conditions.	A free tier is referenced in Make API documentation. Verify current credit and feature allowances.	Free plan listed at US$0/month with 100 tasks/month; paid-plan trials are also offered.
Published starting price	Cloud Starter listed at €20/month billed annually, with 2,500 monthly workflow executions. Currency and billing commitment matter.	Not verified	Not verified
Additional cost considerations	Execution volume, plan features, hosting for self-managed instances, and external model/service charges affect total cost.	Actions consume credits; some AI features use more credits. Budget for workflow volume and any external service charges.	Task volume, usage rates, premium access, and separate Agents or Chatbots products can affect cost.
Editorial assessment
Main advantages	Flexible connection to services with APIs Choice of hosted or self-hosted deployment	Clear visual representation of multi-step processes Can combine standard connectors with custom API connections	Accessible starting point for common app connections Reduces the need to maintain small bespoke integrations
Main limitations	Complex workflows still need engineering discipline Self-hosting adds security, backup and maintenance responsibilities	Large scenarios can become difficult to maintain Credit consumption varies across actions and AI features	Task usage can grow across multi-step workflows App-specific connector limits may affect what you can automate
Profile last reviewed	2026-10-22	2026-10-22	2026-10-22
Comparison details verified	2026-10-23	2026-10-23	2026-10-23
Recommendations & relationships	Not verified	Not verified	Not verified
Next steps
Read full review	Read n8n review ↗	Read Make review ↗	Read Zapier review ↗
Visit official website	Visit n8n ↗	Visit Make ↗	Visit Zapier ↗
Official sources	n8n.io/ n8n.io/pricing/ docs.n8n.io/api/	www.make.com/ www.make.com/pricing developers.make.com/api-documentation	zapier.com/ zapier.com/pricing docs.zapier.com/integrations

Pricing units and billing terms vary. A speech API rate is not the complete cost of a phone agent. Profile review dates cover the original directory information; the separate comparison-detail date covers API, setup, trial, starting-price, and additional-cost notes. Confirm current terms with each vendor.