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Dify vs Gleanwhich AI ops agent should you pick in 2026?
Open-source LLM app & AI-agent builder — visual workflows, RAG pipelines and tool-calling agents.
Tool useMemoryMulti-agentRAG
Dify vs Glean — specs
| Spec | Dify | Glean |
|---|---|---|
| Agent Rank | 75 / 100 (A) | 82 / 100 (A) |
| Autonomy | Semi-autonomous | Assistant |
| Pricing | Freemium · from $59 | Subscription · Free tier |
| Open source | Yes | No |
| Capabilities | Tool use, Memory, Multi-agent, RAG | RAG, Memory, Tool use |
| Integrations | 5 apps | 6 apps |
| Verified | Verified | Verified |
| Released | May 2026 | Feb 2025 |
Agent Rank breakdown
Dify
Agent Rank
75/ 100
- Autonomy
- 8
- Capabilities
- 8
- Integrations
- 10
- Pricing
- 6
- Polish
- 6
- Verifiability
- 7
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Glean
Agent Rank
82/ 100
- Autonomy
- 7
- Capabilities
- 6
- Integrations
- 10
- Pricing
- 9
- Polish
- 7
- Verifiability
- 10
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
Dify
Glean
Pros
- +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
Cons
- −Enterprise-only — typically $50K+ ACV minimum
- −Initial connector setup takes weeks for full coverage
- −Pricier than ChatGPT Enterprise on a per-seat basis
Pricing
Dify
Glean
Recommended
Enterprise
Custom
Enterprises 200+ employees
- +Unified search across 100+ apps
- +Work assistant + custom agents
- +SSO + enterprise data isolation
Which one should you pick?
Dify
Pick Dify if you want the highest autonomy and the verification loop is in place or if auditability or self-hosting matters.
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Frequently asked
Should I pick Dify or Glean in 2026?+
Pick Dify if you want the highest autonomy and the verification loop is in place or if auditability or self-hosting matters. Pick Glean if cost is the main constraint. Most working teams running both can use Dify for primary work and Glean for the workflows where its specific strengths matter.
What's the price difference between Dify and Glean?+
Dify starts at Freemium · from $59; Glean starts at Subscription · Free tier. Glean 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, Dify or Glean?+
Dify 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.
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Adjacent agents in the same category with overlapping capabilities — worth a side-by-side glance before you commit.
Open-source workflow automation with first-class AI agent nodes — self-host or use cloud.
Tool useMemoryMulti-agentDemo · hover to play"Multiplayer AI" — shared, governed company-wide agents across your stack.
Tool useMemoryRAGMulti-agent
See more alternatives: alternatives to Dify · alternatives to Glean
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