n8n Review 2026: Pricing, AI Agents, Self-Hosting & Pros/Cons

n8n is a workflow automation and AI-agent platform built for technical teams that want visual orchestration without giving up code, APIs or deployment control. Users can connect applications, databases and AI models on a node-based canvas, add JavaScript or Python where visual nodes are not enough, trigger workflows through schedules or webhooks and either use n8n Cloud or run the free Community Edition on their own infrastructure.

Its biggest pricing and architectural difference is execution-based billing. n8n counts a complete workflow run as one execution regardless of how many steps or data transformations are inside it. That makes complex, long workflows easier to budget than tools that charge each action separately. The trade-off is that n8n asks more of the builder: advanced workflows, self-hosting and custom code require technical judgment, monitoring and maintenance.

What is n8n?

n8n is a visual workflow automation platform that combines low-code building with developer tools. A workflow can begin with a schedule, webhook, app event, AI chat or manual trigger, then branch through application nodes, code, transformations, databases, APIs and AI models before taking an action.

The platform supports two broad deployment models. n8n Cloud is managed by n8n and is the easiest path for teams that do not want to operate infrastructure. Community Edition is available for self-hosting, giving technical users more control over data location, custom nodes, environment configuration and scaling architecture.

Who is n8n best for?

n8n features reviewed

Visual Workflow Builder

n8n's node-based editor is the center of the product. Users connect triggers, application nodes, data transformations, conditions and outputs on a visual canvas. The interface displays input and output data next to node configuration, making it easier to diagnose where a workflow has failed.

Compared with linear automation tools, the canvas is better suited to branches, loops, merges and multi-system orchestration. The trade-off is complexity: large workflows can become difficult to maintain unless teams use sub-workflows, naming standards and error-handling conventions.

AI Agents

n8n can build tool-using AI agents that reason over connected data and applications. An agent can call tools, query databases, retrieve documents, invoke APIs and pass structured output into deterministic workflow steps.

This hybrid design is useful because not every step needs AI. Teams can reserve LLM reasoning for classification, extraction or judgment while keeping business rules, approvals and sensitive actions deterministic.

AI Assistant and AI Builder

n8n Cloud includes AI-assisted building features on eligible plans. Starter currently includes 2,300 AI Assistant credits per month. Pro uses higher allowances that scale by plan size, with current published levels reaching 13,700 monthly credits.

These credits are separate from workflow executions. They reset monthly and unused AI Assistant credits do not roll over. The amount consumed depends on the complexity of what the builder asks the AI to create or debug.

Gateway credits

In September 2026, n8n introduced Gateway credits for select Cloud plans. They let users try supported AI models and tool services without first creating separate provider accounts or API keys. This lowers setup friction for testing workflows.

Gateway credits do not remove the value of bring-your-own-provider credentials for production. Teams with existing model contracts, strict data controls or high usage may still prefer direct provider accounts.

JavaScript and Python

Code nodes let users run JavaScript or Python inside a workflow when built-in nodes are not flexible enough. This gives technical teams a path from no-code configuration to custom logic without rebuilding the entire automation as a separate service.

Code can be used for transformations, validation, calculations, parsing or glue logic. Self-hosted environments provide the broadest control over runtime behavior and surrounding infrastructure.

HTTP, GraphQL and webhooks

When a pre-built integration does not exist, n8n can connect through generic HTTP requests, GraphQL, webhooks and API authentication. This is a major reason the integration surface is larger than the visible application directory.

Technical users can therefore automate internal services or niche SaaS products without waiting for n8n to ship a dedicated connector.

RAG workflows

n8n supports retrieval-augmented generation workflows that combine document ingestion, chunking, embeddings, vector databases, retrieval, memory and LLM responses. Current n8n materials position RAG as a first-class use case for internal knowledge, research and customer support.

Self-hosted teams can also pair n8n with local models and databases when they want a more private AI architecture.

Self-hosted Community Edition

The Community Edition is a free self-hosted version of n8n available from GitHub. It includes the core workflow editor, application nodes, AI and integration nodes, code, webhooks and API-oriented automation.

The software may be free, but the deployment is not costless. The customer is responsible for servers, databases, TLS, backups, monitoring, upgrades and incident response. For technically capable teams, that responsibility can be worthwhile because it provides infrastructure and data-location control.

Unlimited users and workflows

n8n's current Cloud Starter and Pro plans include unlimited users and workflows. This is important for teams because a larger group can collaborate without multiplying the base subscription by seat count.

Collaboration depth still differs by plan. Starter includes one shared project, Pro three, Business six and Enterprise unlimited shared projects.

Workflow execution billing

n8n counts a complete workflow run as one execution. The number of nodes or steps does not directly multiply the primary execution charge. A 40-step workflow that completes once still counts as one execution.

This is particularly valuable for long data pipelines or AI workflows that would consume many individual tasks on operation-based automation platforms.

Version control and environments

Business and Enterprise add features for teams managing production automation at scale. Current Business includes Git-based version control, different environments, scaling options and stronger identity controls such as SSO, SAML and LDAP.

These features help larger teams treat automations more like software systems with controlled promotion between development and production.

Security and deployment

n8n states that its security program aligns with SOC 2 and makes a SOC 3 report publicly available. The SOC 2 report is available to Enterprise customers. n8n Cloud currently hosts customer data in the European Union, while self-hosted customers choose where their infrastructure runs.

Cloud data is encrypted at rest and in transit. Self-hosted customers are responsible for configuring encryption, TLS and infrastructure controls. Enterprise adds capabilities such as external secret-store integration, log streaming and dedicated support with SLA.

n8n pricing overview

n8n's current annual pricing lists Cloud Starter at €20 per month for 2,500 executions and Cloud Pro at €50 for 10,000 executions. Business is €667 per month billed annually for 40,000 executions and is currently self-hosted only. Enterprise uses custom pricing and can be hosted by n8n or self-hosted.

n8n rating breakdown

This is a research-based SearchSagar editorial score rather than a hands-on benchmark. n8n scores especially well for technical flexibility, execution-based pricing, self-hosting and AI integration. Usability is slightly lower because sophisticated workflows demand more technical understanding than lightweight no-code automation tools.

What do n8n users say?

G2 currently rates n8n 4.7 out of 5 from 314 reviews. Reviewers frequently praise flexibility, the visual builder, self-hosting and the ability to combine low-code workflows with APIs and custom logic. Reported trade-offs include a steeper learning curve on advanced workflows and the technical responsibility that comes with powerful customization.

That feedback matches the product's positioning. n8n gives users more control than a lightweight automation service, but it expects the builder to understand how data moves through a workflow.

Cancellation and refunds

Monthly self-serve Cloud plans can be canceled and remain active through the end of the current paid month. n8n's current Self-Serve Terms state that annual subscription payments are non-refundable and provide access for the full 12-month period.

Business users on monthly commitment can cancel for the end of the current cycle, while annual Business cancellation takes effect at the end of the annual term. n8n states that it does not offer pro-rata refunds for Business plans.

n8n alternatives to consider

Relevant approved SearchSagar alternatives include Make, Zapier and Gumloop. Make is strong for visual automation with a large SaaS ecosystem. Zapier is easier for mainstream business users and connects 9,000+ apps. Gumloop is more AI-native, with unlimited seats on Pro and agent-focused orchestration.

Related n8n articles

• n8n Pricing 2026
• Best n8n Alternatives
• n8n product page

Final verdict: is n8n worth it?

n8n is worth serious consideration when automation needs have outgrown simple trigger-action workflows. It is particularly strong for technical teams that want visual development, code, AI agents and control over where workflows run.

The decision is largely about operating model. Cloud Starter and Pro remove infrastructure work while preserving n8n's technical flexibility. Community Edition can be extremely economical if the team already knows how to run production services. Business and Enterprise are for organizations that need identity, governance, version control and scaling rather than simply more workflow executions.