Eightfold vs Glean: 2026 comparison
AI talent intelligence — skills-based hiring, internal mobility, and workforce planning powered by deep learning.
Eightfold vs Glean — specs
| Spec | Eightfold | Glean |
|---|---|---|
| Agent Rank | 67 / 100 (B) | 80 / 100 (A) |
| Autonomy | Semi-autonomous | Assistant |
| Pricing | Subscription · Free tier | Subscription · Free tier |
| Open source | No | No |
| Capabilities | RAG, Memory, Tool use | RAG, Memory, Tool use |
| Integrations | 3 apps | 6 apps |
| Verified | Verified | Verified |
| Released | Feb 2025 | Feb 2025 |
Agent Rank breakdown
- Autonomy fit
- 8
- Capabilities
- 6
- Integrations
- 2
- Pricing value
- 9
- Polish & maturity
- 5
- Verifiability
- 10
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
- 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?
Pros & cons
- +Skills-based matching is genuinely deeper than keyword-driven ATS search
- +Strong on internal mobility — surfacing existing employees for new roles
- +Used at Fortune 500 scale (Vodafone, Bayer, Capital One)
- −Long deployment timeline (3–6 months typical)
- −Pricing requires multi-year commitment
- −Best for companies committed to skills-first talent strategy
- +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
Pricing
- +Skills-based matching
- +Internal mobility
- +Workforce planning
- +Custom AI models
- +Advanced analytics
- +Dedicated CS
- +Unified search across 100+ apps
- +Work assistant + custom agents
- +SSO + enterprise data isolation
Which one should you pick?
Pick Eightfold if you want the highest autonomy and the verification loop is in place.
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Frequently asked
Should I pick Eightfold or Glean in 2026?+
Pick Eightfold if you want the highest autonomy and the verification loop is in place. Pick Glean if your stack spans many tools and integration depth is the constraint. Most working teams running both can use Eightfold for primary work and Glean for the workflows where its specific strengths matter.
What's the price difference between Eightfold and Glean?+
Both Eightfold and Glean start in the same pricing range (Subscription · Free tier vs Subscription · Free tier). Total cost of ownership depends on your team size and volume — see the TCO calculator for your specific math.
Which is more autonomous, Eightfold or Glean?+
Eightfold 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.