"Multiplayer AI" — shared, governed company-wide agents across your stack.
Tool useMemoryRAGMulti-agent
Demo · hover to playGlean vs Qualified Piperwhich AI ops agent should you pick in 2026?
Enterprise AI worker — unified search, work assistant, and custom agents grounded in your company knowledge.
RAGMemoryTool use
AI SDR that converts inbound website visitors into qualified pipeline 24/7.
Tool useMemoryRAG
Glean vs Qualified Piper — specs
| Spec | Glean | Qualified Piper |
|---|---|---|
| Agent Rank | 82 / 100 (A) | 62 / 100 (B) |
| Autonomy | Assistant | Semi-autonomous |
| Pricing | Subscription · Free tier | Subscription |
| Open source | No | No |
| Capabilities | RAG, Memory, Tool use | Tool use, Memory, RAG |
| Integrations | 6 apps | 4 apps |
| Verified | Verified | — |
| Released | Feb 2025 | May 2025 |
Agent Rank breakdown
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?
Qualified Piper
Agent Rank
62/ 100
- Autonomy
- 8
- Capabilities
- 6
- Integrations
- 6
- Pricing
- 4
- Polish
- 7
- Verifiability
- 6
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Pros & cons
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
Qualified Piper
Pros
- +G2 #1 inbound AI SDR (4.9 rating, 1400+ reviews)
- +Salesforce-native — installed via AppExchange with deep CRM context
- +Converts inbound website visitors 24/7 with intent-aware playbooks
Cons
- −Contact-sales pricing only — not transparent
- −Salesforce-centric — less suited for HubSpot-primary stacks
- −Premier tier required for true multi-agent orchestration
Pricing
Glean
Recommended
Enterprise
Custom
Enterprises 200+ employees
- +Unified search across 100+ apps
- +Work assistant + custom agents
- +SSO + enterprise data isolation
Qualified Piper
Growth
Custom
Mid-market
- +Piper AI SDR
- +Website agents
- +Salesforce sync
Recommended
Premier
Custom
Enterprise
- +Multi-agent orchestration
- +Custom playbooks
- +Pipeline forecasting
Enterprise
Custom
Large GTM
- +Unlimited agents
- +Dedicated SE
- +24/7 support
Which one should you pick?
Glean
Pick Glean if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy.
Try Glean →Qualified Piper
Pick Qualified Piper if you want the highest autonomy and the verification loop is in place.
Try Qualified Piper →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Glean or Qualified Piper in 2026?+
Pick Glean if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy. Pick Qualified Piper 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 Qualified Piper for the workflows where its specific strengths matter.
What's the price difference between Glean and Qualified Piper?+
Glean starts at Subscription · Free tier; Qualified Piper starts at Subscription. 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 Qualified Piper?+
Qualified Piper 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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GDPR-native multi-model AI workspace with built-in agent builder — Europe's Glean alternative.
Tool useMemoryRAGMulti-agent
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See more alternatives: alternatives to Glean · alternatives to Qualified Piper
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