Glean vs n8n Agents: 2026 comparison
Enterprise AI worker — unified search, work assistant, and custom agents grounded in your company knowledge.
Open-source workflow automation with first-class AI agent nodes — self-host or use cloud.
Glean vs n8n Agents — specs
| Spec | Glean | n8n Agents |
|---|---|---|
| Agent Rank | 80 / 100 (A) | 85 / 100 (S) |
| Autonomy | Assistant | Semi-autonomous |
| Pricing | Subscription · Free tier | Free · OSS |
| Open source | No | Yes |
| Capabilities | RAG, Memory, Tool use | Tool use, Memory, Multi-agent |
| Integrations | 6 apps | 6 apps |
| Verified | Verified | Verified |
| Released | Feb 2025 | Feb 2025 |
Agent Rank breakdown
- Autonomy fit
- 7
- Capabilities
- 6
- Integrations
- 10
- Pricing value
- 9
- Polish & maturity
- 6
- Verifiability
- 10
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
- Autonomy fit
- 8
- Capabilities
- 6
- Integrations
- 10
- Pricing value
- 10
- Polish & maturity
- 7
- Verifiability
- 10
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
- +Single best enterprise knowledge agent in 2026 — instant grounding in your company data
- +Custom Agents (Glean Agents) let teams build internal workflows without code
- +Strong permission-aware retrieval — agents see only what users are allowed to
- −Enterprise-only — typically $50K+ ACV minimum
- −Initial connector setup takes weeks for full coverage
- −Pricier than ChatGPT Enterprise on a per-seat basis
- +Strongest OSS workflow automation in 2026 — production-ready at any scale
- +Self-host keeps proprietary data on your infra
- +Multi-agent + AI agent nodes are first-class, not bolted on
- −Steeper learning curve than Zapier
- −Cloud pricing is competitive but self-host operational overhead is real
- −Community support primary; commercial SLA is paid tier
Pricing
- +Unified search across 100+ apps
- +Work assistant + custom agents
- +SSO + enterprise data isolation
- +Apache-2.0 fair-use license
- +Unlimited workflows
- +Full agent node support
- +Hosted runtime
- +Active workflows
- +BYO LLM key supported
- +10K executions/mo
- +Multi-user
- +Workflow versioning
Which one should you pick?
Pick n8n Agents if cost is the main constraint or if you want the highest autonomy and the verification loop is in place.
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Frequently asked
Should I pick Glean or n8n Agents in 2026?+
Pick Glean if its specific capabilities (RAG, Memory) match what you need. Pick n8n Agents if cost is the main constraint or if you want the highest autonomy and the verification loop is in place. Most working teams running both can use Glean for primary work and n8n Agents for the workflows where its specific strengths matter.
What's the price difference between Glean and n8n Agents?+
Glean starts at Subscription · Free tier; n8n Agents starts at Free · OSS. n8n Agents is the cheaper entry option. For team deployments the TCO can differ — use the AI Agent Rank TCO calculator for your specific volume.
Which is more autonomous, Glean or n8n Agents?+
n8n Agents is the more autonomous of the two (Semi-autonomous vs Assistant). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.