Eightfold vs Magic.dev: 2026 comparison
AI talent intelligence — skills-based hiring, internal mobility, and workforce planning powered by deep learning.
Eightfold vs Magic.dev — specs
| Spec | Eightfold | Magic.dev |
|---|---|---|
| Agent Rank | 67 / 100 (B) | 67 / 100 (B) |
| Autonomy | Semi-autonomous | Autonomous |
| Pricing | Subscription · Free tier | Subscription · Free tier |
| Open source | No | No |
| Capabilities | RAG, Memory, Tool use | Code, Tool use, Memory |
| Integrations | 3 apps | 2 apps |
| Verified | Verified | Verified |
| Released | Feb 2025 | May 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
- 9
- Capabilities
- 6
- Integrations
- 2
- Pricing value
- 9
- Polish & maturity
- 4
- 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
- +Unique long-context model — can hold an entire mid-sized repo in one session
- +Strong on cross-cutting refactors that other agents struggle with
- +Funded at frontier-lab levels — engineering muscle behind the product
- −Enterprise pricing — no public per-seat tier
- −Newer entrant — fewer customer references than Devin or Cursor
- −Best for very large codebases; overkill for solo + small-team work
Pricing
- +Skills-based matching
- +Internal mobility
- +Workforce planning
- +Custom AI models
- +Advanced analytics
- +Dedicated CS
- +Long-context model (100M+ tokens)
- +Codebase-wide reasoning
- +Custom deployment
Which one should you pick?
Pick Eightfold if its specific capabilities (RAG, Memory) match what you need.
Try Eightfold →Pick Magic.dev if you want the highest autonomy and the verification loop is in place.
Try Magic.dev →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Eightfold or Magic.dev in 2026?+
Pick Eightfold if its specific capabilities (RAG, Memory) match what you need. Pick Magic.dev if you want the highest autonomy and the verification loop is in place. Most working teams running both can use Eightfold for primary work and Magic.dev for the workflows where its specific strengths matter.
What's the price difference between Eightfold and Magic.dev?+
Both Eightfold and Magic.dev 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 Magic.dev?+
Magic.dev is the more autonomous of the two (Autonomous vs Semi-autonomous). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.