Eightfold vs Relay Agents: 2026 comparison
AI talent intelligence — skills-based hiring, internal mobility, and workforce planning powered by deep learning.
Human-in-the-loop workflow agents that connect 100+ apps with approvals.
Eightfold vs Relay Agents — specs
| Spec | Eightfold | Relay Agents |
|---|---|---|
| Agent Rank | 67 / 100 (B) | 72 / 100 (A) |
| Autonomy | Semi-autonomous | Semi-autonomous |
| Pricing | Subscription · Free tier | Freemium · from $18 |
| Open source | No | No |
| Capabilities | RAG, Memory, Tool use | Tool use, Memory |
| Integrations | 3 apps | 4 apps |
| Verified | Verified | Verified |
| Released | Feb 2025 | Mar 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
- 8
- Capabilities
- 4
- Integrations
- 8
- Pricing value
- 8
- 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
- +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
- +Strongest human-in-the-loop pattern of any no-code agent
- +Connects 100+ apps with conditional logic and approval gates
- +Free tier is real — not a trial in disguise
- −AI features are lighter than purpose-built agent platforms
- −Per-seat pricing scales fast for larger teams
- −No native phone / voice support
Pricing
- +Skills-based matching
- +Internal mobility
- +Workforce planning
- +Custom AI models
- +Advanced analytics
- +Dedicated CS
- +200 runs/mo
- +All app integrations
- +2,000 runs/mo
- +Multi-step approvals
- +Conditional branching
- +Shared workflows
- +Audit log
- +Role-based access
Which one should you pick?
Pick Relay Agents if its specific capabilities (Tool use, Memory) match what you need.
Try Relay Agents →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Eightfold or Relay Agents in 2026?+
Pick Eightfold if cost is the main constraint. Pick Relay Agents if its specific capabilities (Tool use, Memory) match what you need. Most working teams running both can use Eightfold for primary work and Relay Agents for the workflows where its specific strengths matter.
What's the price difference between Eightfold and Relay Agents?+
Eightfold starts at Subscription · Free tier; Relay Agents starts at Freemium · from $18. Eightfold 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, Eightfold or Relay Agents?+
Both Eightfold and Relay Agents are Semi-autonomous agents — neither has a meaningful autonomy advantage over the other. The decision should hinge on capabilities and pricing instead.