Glean vs MultiOn: 2026 comparison
Enterprise AI worker — unified search, work assistant, and custom agents grounded in your company knowledge.
Glean vs MultiOn — specs
| Spec | Glean | MultiOn |
|---|---|---|
| Agent Rank | 80 / 100 (A) | 63 / 100 (B) |
| Autonomy | Assistant | Autonomous |
| Pricing | Subscription · Free tier | Freemium · from $20 |
| Open source | No | No |
| Capabilities | RAG, Memory, Tool use | Browser, Tool use, Vision, Memory |
| Integrations | 6 apps | 2 apps |
| Verified | Verified | — |
| Released | Feb 2025 | Mar 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
- 9
- Capabilities
- 8
- Integrations
- 2
- Pricing value
- 8
- Polish & maturity
- 5
- Verifiability
- 6
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
- +Consumer-friendly browser agent that books, fills, and completes web tasks autonomously
- +API lets developers embed browser-agent capabilities in their own products
- +Chrome extension keeps the agent close to where users already work
- −Reliability varies widely across websites — 5–15% error rate typical
- −Best for low-stakes workflows; not for production payments or critical ops
- −Voice quality + multimodal features still maturing
Pricing
- +Unified search across 100+ apps
- +Work assistant + custom agents
- +SSO + enterprise data isolation
- +Limited daily sessions
- +Single agent
- +Unlimited sessions
- +Custom agents
- +API access
Which one should you pick?
Pick Glean if cost is the main constraint or if your stack spans many tools and integration depth is the constraint.
Try Glean →Pick MultiOn if you want the highest autonomy and the verification loop is in place.
Try MultiOn →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Glean or MultiOn in 2026?+
Pick Glean if cost is the main constraint or if your stack spans many tools and integration depth is the constraint. Pick MultiOn 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 MultiOn for the workflows where its specific strengths matter.
What's the price difference between Glean and MultiOn?+
Glean starts at Subscription · Free tier; MultiOn starts at Freemium · from $20. 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, Glean or MultiOn?+
MultiOn 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.