Open-source framework for orchestrating role-playing autonomous AI agents in collaborative crews.
Multi-agentTool useMemory
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AutoGen vs Gleanwhich AI ops agent should you pick in 2026?
Microsoft's open-source multi-agent framework — orchestrate conversations between specialised agents.
Multi-agentTool useCodeMemory
AutoGen vs Glean — specs
| Spec | AutoGen | Glean |
|---|---|---|
| Agent Rank | 72 / 100 (A) | 82 / 100 (A) |
| Autonomy | Autonomous | Assistant |
| Pricing | Free · OSS | Subscription · Free tier |
| Open source | Yes | No |
| Capabilities | Multi-agent, Tool use, Code, Memory | RAG, Memory, Tool use |
| Integrations | 3 apps | 6 apps |
| Verified | Verified | Verified |
| Released | Apr 2024 | Feb 2025 |
Agent Rank breakdown
AutoGen
Agent Rank
72/ 100
- Autonomy fit
- 9
- Capabilities
- 8
- Integrations
- 2
- Pricing value
- 10
- Polish & maturity
- 7
- 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 fit
- 7
- Capabilities
- 6
- Integrations
- 10
- Pricing value
- 9
- 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
AutoGen
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
AutoGen
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?
AutoGen
Pick AutoGen 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 AutoGen or Glean in 2026?+
Pick AutoGen if cost is the main constraint or if you want the highest autonomy and the verification loop is in place. Pick Glean if your stack spans many tools and integration depth is the constraint. Most working teams running both can use AutoGen for primary work and Glean for the workflows where its specific strengths matter.
What's the price difference between AutoGen and Glean?+
AutoGen starts at Free · OSS; Glean starts at Subscription · Free tier. AutoGen 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, AutoGen or Glean?+
AutoGen is the more autonomous of the two (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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See more alternatives: alternatives to AutoGen · alternatives to Glean
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