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Gumloop vs Numericwhich AI ops agent should you pick in 2026?
Visual no-code platform for building always-on agent workflows.
Tool useMemoryMulti-agentBrowser
Gumloop vs Numeric — specs
| Spec | Gumloop | Numeric |
|---|---|---|
| Agent Rank | 75 / 100 (A) | 68 / 100 (B) |
| Autonomy | Semi-autonomous | Semi-autonomous |
| Pricing | Freemium · from $99 | Subscription · Free tier |
| Open source | No | No |
| Capabilities | Tool use, Memory, Multi-agent, Browser | Tool use, Memory, RAG |
| Integrations | 6 apps | 3 apps |
| Verified | — | Verified |
| Released | Feb 2025 | Feb 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?
Numeric
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?
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
Numeric
メリット
- +Close-cycle time reduction of 30–50% at deployed customers
- +Variance commentary drafting saves the controller hours per close
- +Auditable trail of every AI-generated journal entry suggestion
デメリット
- −Best for teams already using NetSuite / Sage Intacct
- −Semi-auto only — humans must approve before posting
- −New product (2024 launch); customer reference list still building
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
Numeric
Growth
カスタム
Mid-market finance teams
- +Close automation
- +Reconciliations
- +Flux analysis
おすすめ
Enterprise
カスタム
Large finance orgs
- +Everything in Growth
- +Multi-entity consolidation
- +Custom workflows
- +SSO
Which one should you pick?
Gumloop
Pick Gumloop if your stack spans many tools and integration depth is the constraint.
Try Gumloop →Numeric
Pick Numeric if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy.
Try Numeric →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick Gumloop or Numeric in 2026?+
Pick Gumloop if your stack spans many tools and integration depth is the constraint. Pick Numeric if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy. Most working teams running both can use Gumloop for primary work and Numeric for the workflows where its specific strengths matter.
What's the price difference between Gumloop and Numeric?+
Gumloop starts at Freemium · from $99; Numeric starts at Subscription · Free tier. Numeric 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 Numeric?+
Both Gumloop and Numeric 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.
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.
ツール利用メモリRAGマルチエージェント
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See more alternatives: alternatives to Gumloop · alternatives to Numeric
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