Workflow automation and an agent runtime solve different problems
n8n orchestrates workflows with agents as nodes inside them. Connic versions, tests, evaluates, and meters agent runs as the unit, with EU region choice on top of shared German roots.
Both companies are German, and n8n Cloud hosts production data in Frankfurt. That gives this comparison a different starting point from most US-platform comparisons: the contract counterparty and managed Cloud region are both in the EU. The useful question is which category of problem applies.
n8n is workflow-first: a visual canvas where AI agents are nodes inside a larger automation, and the workflow is what gets versioned, tested, and deployed. Connic is agent-native and code-first: the agent, defined in YAML with Python tools, is the unit a team deploys, traces, evaluates, A/B tests, and attributes cost to. For process automation across a large SaaS estate, n8n's category is the right one. If the agent is the product, the runtime should treat it that way.
Feature Comparison
Connic vs n8n, capability by capability.
Framework & Design
| Feature | Connic | n8n |
|---|---|---|
| Code-first agent definitionsConnic defines agents in YAML with Python tools, versioned in Git. n8n is a visual workflow canvas with code nodes where needed. | Yes | Partial |
| Agents as the unit of versioning and deploymentConnic versions, tests, and deploys agents. n8n versions, tests, and deploys workflows; the agent is a node inside one. | Yes | No |
| AI agent capabilityBoth are real. n8n's LangChain-based AI Agent nodes are mature and widely used inside workflows. | Yes | Yes |
| MCP supportBoth expose and consume MCP-compatible tools. | Yes | Yes |
EU & Compliance
| Feature | Connic | n8n |
|---|---|---|
| Managed EU data residencyBoth host in the EU by default. This comparison is not won on residency. | Yes | Yes |
| EU contract counterpartyBoth are German companies: Connic contracts through a German entity, n8n through n8n GmbH in Berlin. | Yes | Yes |
| EU AI Act toolingConnic maps execution logs, approvals, and guardrails to deployer obligations. n8n has the ingredients (logs, HITL, guardrails) but no Act-mapped tooling. | Yes | Partial |
| Audit logs without an Enterprise contractAudit logging and log streaming are Enterprise-gated on n8n. Connic includes them on paid plans. | Yes | No |
| EU region choiceConnic supports selection of an EU region. n8n Cloud runs one EU location and is preparing to host in additional locations. | Yes | No |
Observability & Cost
| Feature | Connic | n8n |
|---|---|---|
| Token and cost attribution per runConnic attributes tokens and cost to every run out of the box. n8n's public product docs do not show native per-agent-run token and cost attribution; teams can assemble it from execution data and templates. | Yes | No |
| A/B testing with traffic splitsConnic runs statistical A/B tests between agent versions in production. n8n's public docs do not describe native production traffic splits between agent versions. | Yes | No |
| Evaluations (incl. LLM-as-judge)Both ship evals. n8n's evaluations, including LLM-as-judge metrics, have been first-class since 2025. | Yes | Yes |
| GuardrailsBoth ship guardrails. n8n's guardrails node includes PII redaction and jailbreak detection. | Yes | Yes |
| Human-in-the-loop approvalsBoth are strong here. n8n's send-and-wait patterns span many channels, including per-tool-call approval. | Yes | Yes |
Integrations
| Feature | Connic | n8n |
|---|---|---|
| Broad SaaS integration catalogn8n's integration catalog is among the largest in automation, a genuine strength. Connic reaches external systems through connectors, MCP tools, and Python code. | Partial | Yes |
| Event connectors wired directly to agentsConnic's first-party connectors (Kafka, SQS, Stripe, email, webhooks, and more) trigger agents directly. In n8n, events trigger workflows that route to agent nodes. | Yes | Partial |
| Cron schedulingBuilt in on both platforms. | Yes | Yes |
Pricing
| Feature | Connic | n8n |
|---|---|---|
| Credit and custom termsConnic Developer and Pro start at €40 and €200 per month, respectively; the selected monthly amount is released as Project credit. Enterprise uses custom commercial terms. Base rates before package discounts include €0.0337 per started LLM-agent run and €0.00042 per runtime second. n8n's monthly list prices are €24 for Cloud Starter, €60 for Cloud Pro, and €800 for self-hosted Business; annual billing is lower. | Yes | No |
| Base rates with volume discountsConnic packages carry selected credit and offer volume discounts from 10,000 runs. n8n tier upgrades change execution allowances and gate features like audit logging. | Yes | No |
The EU question
n8n Cloud hosts production data in Frankfurt, the counterparty is a German GmbH, and the company documents SOC 2 compliance. Residency and contracting entity therefore do not decide this comparison on their own.
The differences live one level down. n8n Cloud offers no region choice today: the platform uses its EU location, and the company says it is preparing to host in additional locations. Audit logging and log streaming sit behind an Enterprise contract. And while n8n has the raw ingredients an EU AI Act deployer needs (execution logs, human-in-the-loop, guardrails), it does not ship tooling mapped to the Act's obligations. Connic offers region choice within the EU, includes audit logs on paid plans, and maps its logs, approvals, and guardrails to deployer obligations directly.
Related analysis is available in the EU data residency shortlist and Connic feature mapping for the EU AI Act.
Where n8n genuinely fits
For process automation across a large SaaS estate, n8n's category is the right one. Its large integration catalog and visual canvas let operations teams read and modify automations without a deploy pipeline. The AI surface includes evaluations with LLM-as-judge metrics, a guardrails node with PII redaction and jailbreak detection, and human-in-the-loop approvals across multiple channels. Its fair-code license also permits free self-hosting for internal business use.
The calculus changes when the agent stops being a step in a workflow and becomes the shipped product. The priorities then become versioning and A/B testing the agent itself, attributing token spend per run without assembling dashboards, streaming audit logs without an Enterprise negotiation, and defining behavior in code the team can review. That is agent-native territory, and it is where Connic starts.
Why teams choose Connic
What teams get on day one without writing connectors, wiring observability, or running infrastructure.
The Bottom Line
n8n is an excellent workflow automation platform with serious AI capabilities. Connic is an agent-native runtime. The unit of work determines the fit: workflows across a SaaS estate, or agents as the product.
Use Connic when
- The agent is the product, not a step inside a workflow
- Per-run token and cost attribution without assembling dashboards
- A/B testing between agent versions in production
- Audit logs without an Enterprise contract
- Selection of an EU region
- A team that prefers code-first YAML and Python over a visual canvas
Use n8n when
- Process automation across many SaaS tools
- A visual canvas fits the team better than code and deployments
- AI steps with evals, guardrails, and approvals inside broader automations
- Free self-hosting for internal business use matters (fair-code license)
- Execution-based pricing maps better to the workload than usage credit
Frequently Asked Questions
Bring the workflow, trigger source, compliance constraints, and deployment path under evaluation. We will help separate what n8n should handle from what belongs in a managed agent runtime.
Compare with SalesOther platforms on the shortlist
Head-to-head comparisons against the platforms most teams weigh alongside Connic. For the full field, survey the 2026 agent deployment platform landscape.
Connic vs Mastra
TypeScript agent framework with self-hosting and a managed platform that can pin the server, hosted database, and observability data to an EU region. Connic provides a Python and YAML operating model with managed connectors and governance controls.
Connic vs Inngest + AgentKit
Durable-execution platform with a JavaScript and TypeScript agent framework, evals, experiments, and human-in-the-loop workflow patterns. Managed Cloud database data is US-hosted; self-hosting is the documented residency alternative.
Connic vs Agentuity
Agent infrastructure with usage pricing, managed queues, tasks, schedules, email, storage, databases, observability, eval workflows, and public or private deployment models. Public EU control-plane residency is not clearly documented.
Connic vs Trigger.dev
Open-source, Git-first background-job platform with AI tasks, HITL patterns, Realtime, and LLM usage metrics. EU run execution does not relocate payloads or logs; complete residency requires self-hosting or a confirmed private deployment.
Connic vs LangChain
MIT-licensed Python and JavaScript framework with more than 1,000 integrations. The framework remains self-hosted code, while the vendor's LangSmith platform adds managed deployment, tracing, and EU-region options under a US contract.
Connic vs AutoGen + Microsoft Agent Framework
AutoGen is in maintenance mode, with Microsoft Agent Framework as its successor. The successor can run as self-hosted SDK code or through Foundry Hosted Agents, where residency depends on the selected resources, models, and tools.