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SCORE 7.2/1017/20 elements Audited 2026-07-05 · RXed table v1.0

n8n

The deepest AI-native automation harness you can run on your own hardware — the fair-code license and steep cloud tiers are the fine print worth reading.

Open sourceAutomation & AgentsCodingProductivityFreemium
Vendor
n8n GmbH · n8n.io
Origin
DE — Berlin
Pricing
Community edition self-hosted free (fair-code, Sustainable Use License) · Cloud Starter €20/mo (2.5k executions) · Pro €50/mo (10k) · Business €667/mo (40k, self-hosted, SSO+Git) · Enterprise custom; annual billing. Executions priced per workflow run regardless of steps.
Users (official only)
1.7M monthly active builders; 1,400+ enterprise customers (source, 2026-05-12)

Element scores

Reactive
Retrieval & Memory
Orchestration
Validation
Models
Primitives
Pr7
Prompts
Em6.5
Embeddings
Cx7
Context
Tr8
Tracing
Lg7.5
LLM
Compositions
Fc8.5
Function calling
Vx6.5
Vector store
Rg8
RAG
Gr7.5
Guardrails
Mm6
Multimodal
Deployment
Ag7.5
Agents
Ft
Fine-tuning
Fw8.5
Frameworks & harnesses
Ev7.5
Evaluations
Sm6.5
Small models
Emerging
Ma6
Multi-agent
Sy
Synthetic data
Pc8
Protocols
In
Interpretability
Th6.5
Thinking models
Tap or hover any element to see why it got that score.

Strengths

AI-native to the core: agent, RAG, guardrails, evaluations and MCP (both client and server) are built into one canvas that also accepts real JavaScript and Python. Execution-based pricing is predictable (a 50-step run costs one execution), the free self-hosted Community edition has no feature ceiling for internal use, and native OpenTelemetry tracing gives production-grade observability. Validation is loud: SAP invested at a $5.2bn valuation (12/05/2026) and is embedding n8n into Joule Studio.

Honest dings

Fair-code is not open source — the Sustainable Use License restricts use to internal business purposes and blocks reselling, which some legal teams will reject. Cloud tiers jump steeply (€50 Pro to €667 Business), the v2.0 migration dropped MySQL and rewrote the Python node (real upgrade pain for self-hosters), the learning curve is measured in hours not minutes, and 'free self-hosted' carries genuine VPS-plus-maintenance costs.

Best for: Technical SMBs and builders who want frontier-grade AI workflow depth — agents, RAG, evals, MCP — with full data control and near-zero license cost, and can spare the DevOps hours self-hosting demands.

Sources

Every audit lists the research it rests on — transparency and traceability are the product. Tools evolve: each audit is a snapshot of its audit date, and re-audits supersede older versions (kept below for reference).