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Tray.ai vs. n8n

Both build fast. Only one scales without adding risk.

Short answer: n8n is a fast, genuinely good way to build, and free self-hosted Community is unmetered. Tray.ai takes over the patching, the scaling, and the audit evidence once that build has to survive production. What follows is the honest version of both sides.

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The short version

Less risk in production. Less work to scale.

The build is not the question. n8n is a fast, genuinely good way to build, and free self-hosted Community is unmetered. What changes at production is who owns the risk. Self-hosted, an unpatched advisory is your exposure, a traffic spike is your re-architecture project, and the meter runs on servers you already pay for. On Tray all three are ours, which is why it gets easier to run as it grows rather than harder.

CVEs and advisories, Patching and upgrades, Scaling and operations, Audit evidence sit with Self-hosted, these are yours. On Tray they are ours.

n8n publishes advisories and ships fixes quickly. What moves is who applies each one, sizes the infrastructure, and produces the evidence.

Why enterprises choose Tray

CiscoAirbnbFedExNotionNetAppApollo.ioYextLife360

Side by side

Capability Tray.ai n8n
Patch risk
Security patches Automatic Your problem
Major-version migrations None to do Yours to plan
Scale risk
Capacity sizing and spikes Elastic, absorbed Yours to size
Servers, Redis and Postgres None to run Yours, at volume
Execution data growth Tray's to manage Documented to run out of storage
Execution uptime 100%, trailing 90 days Your infrastructure's
What you pay
Free tier Yes. Genuinely unmetered
Usage billing Yes, tasks. We run the infra Yes, but you pay for the infra too
How usage is counted By the platform it runs on A license key, phoning home daily
Review and audit risk
What the attestations cover The platform you run on n8n Cloud, not your instance
Penetration testing Tray's, annually Yours to arrange
Data residency US, EU or APAC Self-host anywhere. Cloud is EU
Audit evidence Tray produces it Your problem
Policy on agent and MCP calls Every call, by the platform Per workflow, by the builder
When it breaks
Production support Named, on an SLA The forum, below Enterprise
Running a version behind Never Your liability, disclaimed by n8n
Platform and standing
2026 Gartner iPaaS Magic Quadrant Visionary Not positioned
Agent builder Merlin Agent Builder Agents, in Preview
Building from your AI assistant Tray Headless
Vibe-coded apps in production Tray Helix, on a managed governed runtime
Secrets and ownership in those apps Credential broker, named owner, audit trail

What you get instead

workflow execution uptime, trailing 90 days on status.tray.ai
100%
processes run per year on the platform
1T+
Type 2 audited, with annual penetration testing
SOC 1 & 2
managed connectors across integration, automation and agents
700+

You built it, it works. Now you get to own it. All of it.

The workflow went in fast, the business relies on it, and nobody minded until it touched customer data or an auditor asked. Then the questions change. Who patches this. Who is on call for it. Where are the logs. Who can change it, and how would we know.

None of those are questions about the tool. It is a fast and genuinely good way to build, and 2.0 tightened the defaults for every operator at once on 15 December 2025. They are questions about who operates it now, and self-hosted the answer is your team.

The patch queue is yours

n8n’s own documentation makes maintenance of a self-hosted instance your responsibility. Their security page scopes scans and penetration tests to n8n’s own production environment, and tells self-hosters to handle TLS and encryption at rest. Their Master Enterprise Terms make the customer solely responsible for the internal cost of implementing software updates, and disclaim liability for issues arising from outdated versions.

There is no version of Tray for you to be behind on.

129 CVE records in n8n’s own code, published between 15 December 2025 and 18 August 2026 (NVD, pulled 18 August 2026), counted by publication date, not affected version. The point is the frequency. The answer to any single CVE is that it was patched. Our n8n security tracker keeps the current high-and-critical subset live, with the version each one affects.

One of them is being exploited. CVE-2025-68613 was added to CISA’s Known Exploited Vulnerabilities catalogue on 11 March 2026. Listing carries a fourteen-day deadline for federal agencies. That catalogue holds roughly 1,670 entries, so a listing is not evidence n8n is unusually exposed. It is evidence that somebody patches on a deadline, and self-hosted that somebody is you.

2.0 did not end it. Five sandbox and validator bypasses have landed in the hardened paths themselves, between 18 January and 11 August 2026. On 22 May 2026 Singapore’s Cyber Security Agency reported that CVE-2026-44791 circumvented the fix for CVE-2026-42232, so patched instances were still vulnerable.

The architecture is now your problem

n8n publishes a figure of 200 executions per second, so the ceiling is not the argument. The architecture is, and their own docs are candid about it.

n8n does not restrict how much data a node fetches, which they say can cause errors when an execution runs out of memory. The documented remedies are provisioning more memory, or splitting workflows into smaller batches. The database can grow until it runs out of storage.

Retention, connection pressure during spikes and idempotency are yours to design and keep configured, indefinitely, alongside whatever your team was hired to build.

When you pay per execution, you are still paying for the servers

Free self-hosted Community is genuinely unmetered. Unlimited executions, no phone-home, a better offer than most vendors make.

What free excludes, per n8n’s own documentation: projects, SSO, log streaming, external secrets, environments, Git version control and sharing, with audit logging Enterprise only. Set that list beside a security questionnaire and the overlap is close to total. It also puts mitigations out of reach: Singapore’s guidance was to limit workflow editing to fully trusted users, and free Community has no Projects construct to do it with.

Above free, the meter runs on your own servers. €667 a month covers 40,000 executions, then €4,000 for each additional 300,000, and the license key must ping n8n’s server daily to stay active, reporting your production execution counts. Prices retrieved 18 August 2026. That plan is scoped to organizations under 100 employees, and below Enterprise the only support listed is the forum, with no published response-time target.

Where n8n wins

Speed of build, self-hosted control on infrastructure you already own, a large, active community with answers to most build questions, and an early, credible path to AI and agent workflows. If your team has the capacity to run a platform and is getting value from that flexibility, that is a coherent choice and it stays coherent.

What changes on Tray

  • Patching is automatic. Tray patches and monitors the platform, and encrypts data in transit and at rest, so the next advisory is not your 2am page.
  • The controls are already on. RBAC, SSO, audit logging and versioning are set up, kept working and evidenced by Tray, so a reviewer asks what the platform can show rather than what your team configured.
  • Evidence a reviewer accepts. SOC 1 and SOC 2 Type 2 with annual penetration testing, HIPAA, GDPR and CCPA, and US, EU or APAC residency, with scope, subprocessors and signed DPAs on the trust center.
  • Your workloads scale automatically. Nobody provisions workers before a spike and nobody re-architects after one.
  • Policy on every agent and MCP call. Evaluated by the platform and kept as a platform record, so coverage does not depend on each builder adding the right node.
  • Named support, on an SLA. Contractual response times and severity definitions, so “what happens when this breaks” is not a forum thread.
  • You are not paying twice. The usage meter is not running on servers you are also buying, staffing and monitoring.

100% workflow execution uptime over the trailing 90 days, publicly measured on status.tray.ai, as of August 2026.

Working out where you actually stand

The production readiness checklist is 25 checks across security, compliance, agent governance, reliability, cost and support.

The bottom line

Choose Tray.ai if

You want less risk in production and less work to scale it. The patching, the sizing and the audit evidence stop being your team's, so growth stops adding operational load.

Choose n8n if

Your team has the capacity to own the patch queue, size the infrastructure and produce the evidence a review asks for, and self-hosted control is worth that. Plenty of teams are in exactly that position, and the unmetered free edition fits that exactly.

Pricing reality

Tray.ai

Enterprise, quote-based. One platform, one contract, support included

Priced against actual volume, on infrastructure you are not also paying to run

n8n

Free self-hosted Community, a paid license for the controls a review asks for, or n8n Cloud

Free self-hosted is genuinely unmetered: unlimited executions, no meter, no phone-home. The paid self-hosted tier is where the controls live, and it meters executions on infrastructure you provision and operate yourself.

The guide

Five signs you've outgrown n8n

The five signs a pilot has become a production system, what each one costs if it goes unaddressed, and a checklist to score where your setup stands.

Get the guide

Why enterprises love Tray

“With Tray, we can build integrations 3x faster than with our legacy platform, giving us the agility we needed.”

Tulasi Dhonthireddy
Director of IT and Business Applications, Yext

Industry recognized

3× Visionary

Gartner Magic Quadrant for iPaaS, 2024, 2025 and 2026

7× Leader

Nucleus Research iPaaS Value Matrix, seven consecutive years

Pioneer

Gartner Emerging Market Quadrant for No-Code Agent Builders, 2026

14 Hype Cycles

Gartner inclusions in 2026, including Agentic AI and Agentic Automation

Frequently asked questions

Is n8n secure enough for enterprise use?

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Yes, with the caveat that decides most reviews: self-hosted, you are the security team. n8n discloses and patches quickly, and 2.0 shipped hardened defaults on 15 December 2025. But their own documentation lists maintenance as your responsibility, their security page scopes their scanning and penetration testing to their own production environment, and their Master Enterprise Terms make the customer solely responsible for the internal cost of implementing updates.

Does n8n 2.0 settle the security question?

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It shrinks the blast radius without taking you out of the patching business. Sandbox and validator bypasses have landed in the hardened paths themselves since 2.0 shipped: CVE-2026-0863, CVE-2026-25115, CVE-2026-56777, CVE-2026-72765 and CVE-2026-72764, between 18 January and 11 August 2026. All are patched, and each was an upgrade somebody had to schedule and roll out. 2.0 is also a breaking-change release, so an existing instance keeps its old defaults until someone works through the migration report.

What does it cost to run n8n in production?

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Free self-hosted Community is genuinely unmetered. What sits outside it is the set of controls a review asks for: per n8n's own documentation the free edition excludes projects, SSO, log streaming, external secrets, environments, Git version control and sharing, with audit logging Enterprise only. Paid self-hosted lists €667 a month for 40,000 executions, then €4,000 for each additional 300,000, on infrastructure you provision and operate. Prices retrieved 18 August 2026.

Can n8n handle production volume?

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Yes. n8n publishes a figure of 200 executions per second and runs at volume for plenty of teams. What transfers to you is the architecture: their own docs state n8n does not restrict how much data a node fetches and processes, which can cause errors when an execution runs out of memory, with more memory or smaller batches as the documented remedies, and that the database can grow until it runs out of storage.

Is n8n suitable for enterprise AI agent deployments?

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n8n shipped a first-class Agents product and SAP is embedding their workflow automation in Joule Studio. Their own docs list Agents as Preview, with support for self-hosted Enterprise coming soon. The structural difference is where control sits: on n8n a Guardrails node and per-tool approval are configured by whoever builds each workflow, so coverage is a function of who built what. On Tray.ai, scope and policy are evaluated on every agent and MCP call by the platform, and every call is kept as a platform record.

Thinking about switching from n8n?

Get a demo of what life looks like on Tray.

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Gartner, Magic Quadrant for Integration Platform as a Service, Andrew Humphreys, Keith Guttridge, Allan Wilkins, Shrey Pasricha, 16 March 2026. Gartner, Emerging Market Quadrant for No-Code Agent Builders — Established Vendors, Jason Wong, Keith Guttridge, Eric Goodness, Kelli Smith, Justin Tung, 8 June 2026. Gartner, Hype Cycle for Agentic AI, Rajesh Kandaswamy, Leinar Ramos, Gary Olliffe, Tom Coshow, Pieter den Hamer, Erick Brethenoux, 2 April 2026. Nucleus Research, iPaaS Technology Value Matrix.

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