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Gumloop vs Vic.aiwhich AI ops agent should you pick in 2026?
Visual no-code platform for building always-on agent workflows.
Tool useMemoryMulti-agentBrowser
Gumloop vs Vic.ai — specs
| Spec | Gumloop | Vic.ai |
|---|---|---|
| Agent Rank | 75 / 100 (A) | 70 / 100 (B) |
| Autonomy | Semi-autonomous | Autonomous |
| Pricing | Freemium · from $99 | Subscription · Free tier |
| Open source | No | No |
| Capabilities | Tool use, Memory, Multi-agent, Browser | Vision, Tool use, Memory |
| Integrations | 6 apps | 4 apps |
| Verified | — | Verified |
| Released | Feb 2025 | Jan 2025 |
Agent Rank breakdown
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?
Vic.ai
Agent Rank
70/ 100
- 自律性
- 9
- 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?
Pros & cons
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
Vic.ai
メリット
- +70%+ reduction in manual AP work at deployed customers
- +Trained specifically on invoice/AP — much more accurate than general OCR + LLM
- +Vendor master cleanup happens as a side-effect
デメリット
- −Mid-market and up — overkill for small businesses with <100 invoices/month
- −ERP integration is the longest part of deployment
- −Best on standard invoice formats; weaker on highly unstructured vendor bills
Pricing
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
Vic.ai
Mid-market
カスタム
AP teams 5–50 people
- +Autonomous invoice processing
- +GL coding + approval routing
- +NetSuite/Sage/QuickBooks sync
おすすめ
Enterprise
カスタム
Large AP orgs
- +Custom workflows
- +Multi-entity / multi-currency
- +SSO + audit logs
- +Dedicated CS
Which one should you pick?
Gumloop
Pick Gumloop if its specific capabilities (Tool use, Memory) match what you need.
Try Gumloop →Vic.ai
Pick Vic.ai if cost is the main constraint or if you want the highest autonomy and the verification loop is in place.
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Frequently asked
Should I pick Gumloop or Vic.ai in 2026?+
Pick Gumloop if its specific capabilities (Tool use, Memory) match what you need. Pick Vic.ai if cost is the main constraint or if you want the highest autonomy and the verification loop is in place. Most working teams running both can use Gumloop for primary work and Vic.ai for the workflows where its specific strengths matter.
What's the price difference between Gumloop and Vic.ai?+
Gumloop starts at Freemium · from $99; Vic.ai starts at Subscription · Free tier. Vic.ai 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, Gumloop or Vic.ai?+
Vic.ai 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.
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Adjacent agents in the same category with overlapping capabilities — worth a side-by-side glance before you commit.
7,000以上のアプリ連携にAIエージェント層を追加 — 既存の自動化 stack に計画立案機能を加えます。
ツール利用メモリDemo · hover to play"Multiplayer AI" — shared, governed company-wide agents across your stack.
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