Glean vs Rox: 2026 comparison
Enterprise AI worker — unified search, work assistant, and custom agents grounded in your company knowledge.
Glean vs Rox — specs
| Spec | Glean | Rox |
|---|---|---|
| Agent Rank | 80 / 100 (A) | 60 / 100 (B) |
| Autonomy | Assistant | Semi-autonomous |
| Pricing | Subscription · Free tier | Subscription · from $129 |
| Open source | No | No |
| Capabilities | RAG, Memory, Tool use | Browser, RAG, Memory |
| Integrations | 6 apps | 3 apps |
| Verified | Verified | — |
| Released | Feb 2025 | May 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
- 6
- Pricing value
- 5
- 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
- +Cuts AE prep from an hour to five minutes per call
- +Strong Gong integration surfaces context from prior calls
- +Delivered where AEs already work (Slack + Salesforce)
- −Quality depends on account size — thin for tiny companies
- −No interactive mode; reports are one-shot
- −Per-seat pricing adds up fast on big teams
Pricing
- +Unified search across 100+ apps
- +Work assistant + custom agents
- +SSO + enterprise data isolation
- +Account research briefs
- +Gong integration
- +Slack delivery
- +Custom research depth
- +Salesforce sync
- +Dedicated CS
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 →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Glean or Rox in 2026?+
Pick Glean if cost is the main constraint or if your stack spans many tools and integration depth is the constraint. Pick Rox 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 Rox for the workflows where its specific strengths matter.
What's the price difference between Glean and Rox?+
Glean starts at Subscription · Free tier; Rox starts at Subscription · from $129. 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 Rox?+
Rox 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.