n8n

n8n Problems & Issues

Developer Tool

Fair-code workflow automation you can self-host or run in the cloud

Overall Score64/100
Pricing
75
Usability
55
Performance
58
Support
35
Reliability
55
Onboarding
45
Security
50
Integrations
80

Powerful and cheap (free self-hosted, per-execution cloud billing), but the learning curve is steep, self-hosters own security patching after a run of critical 2026 CVEs, memory crashes and webhook/proxy misconfigurations are common, and cloud support is slow.

Should you use n8n?

Try with caution

n8n works for some teams, but users report recurring problems (score 64/100). Most reported issues: n8n is too hard for non-technical users; Critical n8n security vulnerabilities on self-hosted instances; n8n runs out of memory on large data and files. Not a good fit for: Non-technical marketers and ops staff; Teams without anyone to maintain servers. Users most often switch to Zapier, Activepieces, Pipedream.

Top problems

  • n8n is too hard for non-technical users
  • Critical n8n security vulnerabilities on self-hosted instances
  • n8n runs out of memory on large data and files

Good for

  • Developers and technical teams
  • Automation agencies and freelancers
  • Teams building AI agents

Avoid if you are

  • Non-technical marketers and ops staff
  • Teams without anyone to maintain servers

Common alternatives: Zapier, Activepieces, Pipedream

Overview

n8n is a node-based workflow automation platform for connecting apps, APIs and AI models, with a visual editor plus JavaScript/Python Code nodes. It can be self-hosted for free (Community Edition) or used as a paid cloud service billed per workflow execution. It is aimed at technical teams, developers and automation agencies who want more control than Zapier or Make offer.

12 signals analyzed
34 sources reviewed
Last analyzed: Oct 2026
Company Info
Company:n8n GmbH
Founded:2019
HQ:Berlin, Germany
Website:n8n.io

n8n Not Working? Common Errors & Fixes

Step-by-step fixes for the errors users hit most.

Signals & Issues

Patterns extracted from real user feedback — not raw reviews.

Onboarding2 signals
n8n is too hard for non-technical users

The most common complaint on G2 is a steep learning curve, especially for people unfamiliar with APIs, JSON and branching logic. Advanced workflows often need JavaScript in the Code node, which undercuts the no-code pitch.

Impact: 7/10Reported 9xNegativevia G2 (3 sources)expectation mismatch
Self-hosting n8n is more work than expected

Free self-hosting means you handle reverse proxies, WebSockets, backups, Postgres, upgrades, monitoring and your own OAuth apps for Google or Slack. Losing the encryption key makes stored credentials unusable.

Impact: 6/10Reported 7xNegativevia Other (3 sources)hidden costs
Security1 signal
Critical n8n security vulnerabilities on self-hosted instances

Six critical CVEs were disclosed between January and March 2026, including CVE-2026-21858 (unauthenticated remote code execution on internet-exposed instances), and an October 2026 bulletin covered eight more, five rated High. Self-hosters must patch quickly and keep instances behind a reverse proxy.

Impact: 9/10Reported 7xNegativevia Other (2 sources)workflow failure
Performance1 signal
n8n runs out of memory on large data and files

Big JSON payloads, binary files, Code nodes and manual test runs can exhaust memory, producing 'Execution stopped at this node (n8n may have run out of memory)' or 'JavaScript heap out of memory'. n8n's own docs recommend batching, sub-workflows and more RAM.

Impact: 8/10Reported 7xNegativevia Other (4 sources)scaling breaks
Reliability3 signals
n8n Cloud executions stuck in 'Queued / Starting soon'

Several community threads describe Cloud executions stuck in the queue for hours or days, often after an execution spike, while the UI shows no active executions. Fixes usually require a workspace restart or contacting support.

Impact: 8/10Reported 5xNegativevia Other (3 sources)workflow failure
n8n webhook not working in production

Many users hit 404 'webhook is not registered' errors because n8n has separate test and production webhook URLs and the production one only works while the workflow is active/published. Self-hosted instances behind a proxy also show localhost URLs until WEBHOOK_URL is set.

Impact: 7/10Reported 8xNegativevia Other (4 sources)workflow failure
n8n 2.0 update broke existing workflows

Version 2.0 removed the Start node, Pyodide Python Code node, MySQL storage and in-memory binary mode, blocks env var access in Code nodes, disables Execute Command by default and replaces Activate with Publish. Self-hosters who updated without reading the breaking-changes list saw workflows fail.

Impact: 7/10Reported 6xNegativevia Other (3 sources)migration pain
Support1 signal
n8n support is slow and hard to reach

Trustpilot 1-star reviews (37% of 49) mostly cite email-only support, slow replies and account lockouts with no recovery path. Community forum threads describe cloud workspaces offline for days with no ETA. Self-hosters on the free edition get forum support only.

Impact: 7/10Reported 7xNegativevia Trustpilot (3 sources)support breakdown
Usability2 signals
n8n error messages don't explain what went wrong

Users report blank errors and generic messages such as 'Cannot read properties of undefined' or 'Connection lost' that don't point to the cause. G2 reviewers ask for better debugging tools.

Impact: 6/10Reported 6xNegativevia G2 (2 sources)workflow failure
Large n8n workflows become hard to manage

Reviewers say the canvas gets unwieldy as workflows grow, and G2 users mention slowness compared with other apps. Splitting logic into sub-workflows is the usual workaround.

Impact: 5/10Reported 5xNegativevia G2 (2 sources)scaling breaks
Integrations1 signal
n8n Google OAuth redirect_uri_mismatch errors

Connecting Google Drive, Gmail or Sheets often fails with redirect_uri_mismatch, both on self-hosted instances using localhost URLs and on n8n Cloud, where users reported a mismatch between the displayed and sent redirect URL that was fixed in a later release.

Impact: 6/10Reported 6xNegativevia Other (3 sources)workflow failure
Pricing1 signal
Why is n8n Business so expensive?

Cloud Starter and Pro are cheap, but SSO, Git version control, multiple environments and queue mode sit in the self-hosted Business plan at about €667/month billed annually, with overage buckets of €4,000 per 300k executions. Starter caps executions at 5 minutes and keeps 7 days of logs.

Impact: 6/10Reported 5xNegativevia Other (2 sources)hidden costs

What Users Love

Free self-hosted Community Edition with unlimited executions

The Community Edition costs nothing beyond your server, which makes high-volume automation far cheaper than Zapier or Make.

PricingMentioned 9x4 sources

Billing per workflow execution, not per step

One execution is a full workflow run regardless of how many nodes it has, so complex multi-step workflows cost the same as simple ones.

PricingMentioned 8x3 sources

Code nodes and HTTP Request for anything without a connector

JavaScript and Python Code nodes plus a generic HTTP Request node let developers integrate almost any API.

CustomizationMentioned 8x3 sources

Strong AI agent and LLM workflow support

AI agent, MCP and LLM nodes are included on every plan, making n8n a popular choice for building AI automations.

IntegrationsMentioned 8x3 sources

Data stays on your own servers when self-hosted

Self-hosting keeps credentials and workflow data in your own infrastructure, important for privacy-sensitive teams.

SecurityMentioned 7x3 sources

Highly rated by users who get past the learning curve

n8n averages 4.7/5 from about 295 G2 reviews, with users praising flexibility and reliability once set up.

UsabilityMentioned 7x2 sources

Pricing Plans

Community Edition (self-hosted)
EUR0/mo
  • ✓Unlimited executions and workflows
  • ✓All core nodes and AI nodes
  • ✓Custom nodes
  • ✓Forum support

Limitations: No SSO, Git version control, environments or log streaming; community support only.

Server hosting, maintenance time, backups and security patching are on you; OAuth apps for Google/Slack must be set up yourself.
Starter (Cloud)
EUR24/mo
  • ✓2,500 executions/month
  • ✓Unlimited users and active workflows
  • ✓5 concurrent executions
  • ✓1 shared project
  • ✓AI Assistant credits
  • ✓Forum support

Limitations: 7-day execution log retention, 1 day of workflow history, 2,500 saved executions.

€20/month if billed annually. Executions are capped at 5 minutes each.
Pro (Cloud)
Popular
EUR60/mo
  • ✓10,000 executions/month
  • ✓Unlimited users and active workflows
  • ✓Higher concurrency
  • ✓3 shared projects
  • ✓Admin roles
  • ✓7 days of Insights
  • ✓40-minute max execution time

Limitations: 30-day log retention, 5 days of workflow history, no SSO or Git version control.

€50/month if billed annually. Larger execution volumes require higher tiers.
Business (self-hosted)
EUR667/mo
  • ✓40,000 executions/month
  • ✓SSO and LDAP
  • ✓Git version control
  • ✓Multiple environments
  • ✓Queue mode
  • ✓30 days of Insights
  • ✓6 shared projects

Limitations: Self-hosted only (hosted version on a waitlist); trial requires a credit card.

Billed annually. Overage buckets cost €4,000 per extra 300,000 executions, invoiced 45 days later if you don't upgrade. Requires a license key that pings n8n's license server daily with production execution counts. You still pay for hosting.
Enterprise
Free
  • ✓Custom executions
  • ✓200+ concurrent executions
  • ✓External secret stores
  • ✓Log streaming
  • ✓365 days of Insights
  • ✓SLA-backed dedicated support
  • ✓Hosted or self-hosted
Contact sales; overage terms negotiated.

Features

Deployment

  • Self-hosting

    Free Community Edition via Docker or npm

Core

  • Visual workflow editor
  • Sub-workflows

Developer

  • JavaScript Code node

    Runs on task runners since 2.0

  • Python Code node

    Native Python requires external task runners since 2.0

AI

  • AI agents and MCP

    Included on all plans

Triggers

  • Webhooks

    Separate test and production URLs

Scaling

  • Queue mode with workers

    Business/Enterprise for licensed use

Collaboration

  • Git version control and environments

    Business and Enterprise only

Security

  • SSO / LDAP

    Business and Enterprise only

Platform

  • Mobile app

    Web editor only

Who Should Use This?

Good Fit

Developers and technical teams

Code nodes, HTTP requests and self-hosting give full control at low cost.

Automation agencies and freelancers

Per-execution pricing and self-hosting make client automations cheap to run at scale.

Teams building AI agents

Native AI agent, LLM and MCP nodes are included on every plan.

Privacy-sensitive organizations

Self-hosting keeps data on your own infrastructure, but you must patch security releases promptly.

Neutral

Small businesses with some technical help

Cloud Starter is affordable, but expect a learning curve and slow support when something breaks.

Avoid

Non-technical marketers and ops staff

JSON, expressions and Code nodes are hard without API knowledge; Zapier is easier.

Teams without anyone to maintain servers

Self-hosting requires proxies, backups, upgrades and security patching; use n8n Cloud or a managed tool instead.

Regret Patterns

Common buyer's remorse scenarios reported by users.

Picked n8n to avoid code, ended up writing JavaScript

Non-technical users expect no-code, then find that data transformations and edge cases need Code node scripts and expressions.

First few weeks of building real workflows
Reported 7x
Self-hosted to save money, then spent the savings on maintenance

Proxy, WebSocket, OAuth, backup and upgrade issues consume hours that outweigh the subscription savings.

First 1-3 months of self-hosting
Reported 6x
Exposed instance needed emergency patching

Self-hosters running internet-facing instances had to rush updates after critical CVEs were disclosed in 2026.

Whenever a security bulletin lands
Reported 5x
Upgraded and workflows broke

Pulling the latest image without reading breaking changes (notably 2.0) disabled nodes and broke Code node behavior.

At major version upgrades
Reported 5x
Cloud outage with no support response

Cloud users report workspaces offline or executions stuck for days while waiting on email support, with clients affected.

First serious incident
Reported 4x
Needed SSO or Git and hit the Business price wall

Teams that grow into needing SSO, environments or version control find those features only in the much pricier Business plan.

When the team or compliance needs grow
Reported 4x

When It Breaks Down

Scenarios where this product tends to fail users.

Processing thousands of rows or large files
performance

Memory spikes cause 'n8n may have run out of memory' errors unless data is batched and split into sub-workflows.

Self-hosting behind nginx, Traefik or Plesk
reliability

Missing WebSocket upgrade headers or wrong N8N_PROXY_HOPS cause 'Connection lost' and 'Invalid origin' errors in the editor.

Execution spikes on n8n Cloud
reliability

Bursts of executions can leave runs stuck in 'Queued / Starting soon' until the workspace is restarted.

Major version upgrades
reliability

Breaking changes like those in 2.0 disable nodes and change Code node behavior.

Long-running workflows on Starter
performance

Starter caps executions at 5 minutes, so long AI or scraping jobs fail unless you upgrade or split them.

Connecting Google services on a self-hosted instance
integrations

You need your own Google Cloud OAuth app, and a wrong public URL produces redirect_uri_mismatch errors.

Alternatives Users Switch To

Zapier

9x mentioned

Much easier for non-technical users and has the largest app library; trade-off is far higher cost at volume, linear workflows and no self-hosting.

Make

9x mentioned

Visual scenario builder that is friendlier than n8n with good value pricing; trade-off is cloud-only and a credits model since 2025.

Activepieces

5x mentioned

Open-source, self-hostable and simpler than n8n for business users; trade-off is a smaller integration library.

Pipedream

5x mentioned

Code-first automation for developers with managed hosting, so no servers to maintain; trade-off is less visual editing.

Microsoft Power Automate

5x mentioned

Best fit for teams already on Microsoft 365; trade-off is weaker support for non-Microsoft apps and complex licensing.

Frequently Asked Questions

See how n8n compares in our Best Automation Software rankings, or calculate costs with our Budget Calculator.

Work at n8n or spotted something outdated? Suggest a correction — we verify every change against public sources. See our methodology.