AIエージェント搭載のビジュアルWorkflow自動化 — 2,000以上のアプリをまたぐドラッグ＆ドロップシナリオ。
ツール利用メモリマルチエージェント
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Gumloop vs Pilotwhich AI ops agent should you pick in 2026?
Visual no-code platform for building always-on agent workflows.
Tool useMemoryMulti-agentBrowser
Gumloop vs Pilot — specs
| Spec | Gumloop | Pilot |
|---|---|---|
| Agent Rank | 75 / 100 (A) | 60 / 100 (B) |
| Autonomy | Semi-autonomous | Semi-autonomous |
| Pricing | Freemium · from $99 | Subscription · from $499 |
| Open source | No | No |
| Capabilities | Tool use, Memory, Multi-agent, Browser | Tool use, Memory, RAG |
| 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?
Pilot
Agent Rank
60/ 100
- 自律性
- 8
- 機能
- 6
- 連携
- 2
- 料金
- 4
- 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
Pilot
メリット
- +AI-driven bookkeeping with human reviewers — best-of-both reliability
- +Tax + R&D credit + CFO services bundled at higher tiers
- +Used by 2,000+ venture-backed startups
デメリット
- −$499/mo entry is high for pre-seed founders
- −Mostly US-focused — limited international support
- −Less control if you want hands-on involvement in bookkeeping
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
Pilot
Core
$499/月
Seed-stage startups
- +Monthly bookkeeping
- +P&L + balance sheet
- +Accrual basis
おすすめ
Plus
$849/月
Series A+
- +Custom reporting
- +Industry-specific
- +A/R + A/P management
Premium
カスタム
Scaling startups
- +Dedicated controller
- +CFO services
- +Audit support
Which one should you pick?
Pilot
Pick Pilot if you want a vendor we've verified for accessibility and pricing accuracy.
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Frequently asked
Should I pick Gumloop or Pilot in 2026?+
Pick Gumloop if cost is the main constraint. Pick Pilot 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 Pilot for the workflows where its specific strengths matter.
What's the price difference between Gumloop and Pilot?+
Gumloop starts at Freemium · from $99; Pilot starts at Subscription · from $499. Gumloop 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 Pilot?+
Both Gumloop and Pilot 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 Pilot
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