Glean vs Pilot: 2026 comparison
Enterprise AI worker — unified search, work assistant, and custom agents grounded in your company knowledge.
Glean vs Pilot — specs
| Spec | Glean | Pilot |
|---|---|---|
| Agent Rank | 80 / 100 (A) | 58 / 100 (B) |
| Autonomy | Assistant | Semi-autonomous |
| Pricing | Subscription · Free tier | Subscription · from $499 |
| Open source | No | No |
| Capabilities | RAG, Memory, Tool use | Tool use, Memory, RAG |
| Integrations | 6 apps | 4 apps |
| Verified | Verified | Verified |
| Released | Feb 2025 | Jan 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
- 2
- Pricing value
- 4
- Polish & maturity
- 5
- 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
- +AI-driven bookkeeping with human reviewers — best-of-both reliability
- +Tax + R&D credit + CFO services bundled at higher tiers
- +Used by 2,000+ venture-backed startups
- −$499/mo entry is high for pre-seed founders
- −Mostly US-focused — limited international support
- −Less control if you want hands-on involvement in bookkeeping
Pricing
- +Unified search across 100+ apps
- +Work assistant + custom agents
- +SSO + enterprise data isolation
- +Monthly bookkeeping
- +P&L + balance sheet
- +Accrual basis
- +Custom reporting
- +Industry-specific
- +A/R + A/P management
- +Dedicated controller
- +CFO services
- +Audit support
Which one should you pick?
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Frequently asked
Should I pick Glean or Pilot in 2026?+
Pick Glean if cost is the main constraint. Pick Pilot 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 Pilot for the workflows where its specific strengths matter.
What's the price difference between Glean and Pilot?+
Glean starts at Subscription · Free tier; Pilot starts at Subscription · from $499. 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 Pilot?+
Pilot 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.