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Eightfold vs Gumloopwhich AI ops agent should you pick in 2026?
AI talent intelligence — skills-based hiring, internal mobility, and workforce planning powered by deep learning.
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Eightfold vs Gumloop — specs
| Spec | Eightfold | Gumloop |
|---|---|---|
| Agent Rank | 68 / 100 (B) | 75 / 100 (A) |
| Autonomy | Semi-autonomous | Semi-autonomous |
| Pricing | Subscription · Free tier | Freemium · from $99 |
| Open source | No | No |
| Capabilities | RAG, Memory, Tool use | Tool use, Memory, Multi-agent, Browser |
| Integrations | 3 apps | 6 apps |
| Verified | Verified | — |
| Released | Feb 2025 | Feb 2025 |
Agent Rank breakdown
Eightfold
Agent Rank
68/ 100
- 自律性
- 8
- 機能
- 6
- 連携
- 2
- 料金
- 9
- 完成度
- 6
- 検証性
- 10
自律性、機能、連携、料金、成熟度、編集部の検証を基に自動算出。デプロイごとに更新されます。 どのように算出されているか?
Gumloop
Agent Rank
75/ 100
- 自律性
- 8
- 機能
- 8
- 連携
- 10
- 料金
- 6
- 完成度
- 7
- 検証性
- 6
自律性、機能、連携、料金、成熟度、編集部の検証を基に自動算出。デプロイごとに更新されます。 どのように算出されているか?
Pros & cons
Eightfold
メリット
- +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)
デメリット
- −Long deployment timeline (3–6 months typical)
- −Pricing requires multi-year commitment
- −Best for companies committed to skills-first talent strategy
Gumloop
メリット
- +YC-backed; named alongside Salesforce Agentforce in 2026 ops/marketing leader lists
- +Visual canvas + 80+ integrations — fastest no-code agent builder out there
- +Strong template community (browse + remix prebuilt agent workflows)
デメリット
- −Credit-based pricing can spike on heavy workflows (multi-step LLM chains)
- −Less programmable than Zapier/Make for power users wanting custom code
- −Newer (2024 launch) — fewer enterprise case studies than n8n
Pricing
Eightfold
Talent Intelligence Platform
カスタム
Mid-market and enterprise
- +Skills-based matching
- +Internal mobility
- +Workforce planning
おすすめ
Enterprise
カスタム
Large enterprises
- +Custom AI models
- +Advanced analytics
- +Dedicated CS
Gumloop
Free
無料
Individuals
- +1000 credits/mo
- +Public templates
- +Community support
おすすめ
Pro
$99/月
Solo + Small teams
- +25K credits/mo
- +All integrations
- +API access
Team
$299/月
Teams 5+
- +Unlimited workspaces
- +Shared agents
- +Priority support
Enterprise
カスタム
Large orgs
- +Custom credits
- +SSO
- +Dedicated CS
Which one should you pick?
Eightfold
Pick Eightfold if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy.
Try Eightfold →Gumloop
Pick Gumloop if your stack spans many tools and integration depth is the constraint.
Try Gumloop →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Eightfold or Gumloop in 2026?+
Pick Eightfold if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy. Pick Gumloop if your stack spans many tools and integration depth is the constraint. Most working teams running both can use Eightfold for primary work and Gumloop for the workflows where its specific strengths matter.
What's the price difference between Eightfold and Gumloop?+
Eightfold starts at Subscription · Free tier; Gumloop starts at Freemium · from $99. 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 Gumloop?+
Both Eightfold and Gumloop are Semi-autonomous agents — neither has a meaningful autonomy advantage over the other. The decision should hinge on capabilities and pricing instead.
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Adjacent agents in the same category with overlapping capabilities — worth a side-by-side glance before you commit.
Linear 内蔵の AIエージェント — 課題のトリアージ、エンジニアリング仕様書の下書き、チケットを横断するクロスチームWorkflowの実行。
ツール利用RAGメモリ
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