Glean vs Icon: 2026 comparison
Enterprise AI worker — unified search, work assistant, and custom agents grounded in your company knowledge.
Ad-creative agents that generate and AB-test full video campaigns.
Glean vs Icon — specs
| Spec | Glean | Icon |
|---|---|---|
| Agent Rank | 80 / 100 (A) | 60 / 100 (B) |
| Autonomy | Assistant | Autonomous |
| Pricing | Subscription · Free tier | Subscription · from $79 |
| Open source | No | No |
| Capabilities | RAG, Memory, Tool use | Vision, Tool use, Memory |
| Integrations | 6 apps | 3 apps |
| Verified | Verified | — |
| Released | Feb 2025 | Apr 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
- 6
- Integrations
- 4
- Pricing value
- 6
- 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
- +Generates and AB-tests full video creatives — not just static ads
- +Direct integrations with Meta Ads and TikTok Ads APIs
- +Brand kit + style transfer keeps outputs on-brand
- −Output still needs human review for high-spend campaigns
- −Pricing leaps from Studio to Agency are steep
- −Less effective on B2B (built for DTC / consumer)
Pricing
- +Unified search across 100+ apps
- +Work assistant + custom agents
- +SSO + enterprise data isolation
- +Video generation
- +Ad templates
- +Brand kit
- +Unlimited videos
- +AB-test automation
- +Multi-brand workspaces
- +Custom training
- +Dedicated success
- +Volume discounts
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 Icon in 2026?+
Pick Glean if cost is the main constraint or if your stack spans many tools and integration depth is the constraint. Pick Icon 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 Icon for the workflows where its specific strengths matter.
What's the price difference between Glean and Icon?+
Glean starts at Subscription · Free tier; Icon starts at Subscription · from $79. 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 Icon?+
Icon 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.