Visuelle Workflow-Automatisierung mit KI-Agenten – Drag-and-Drop-Szenarien für 2.000+ Apps.
Tool-NutzungMemoryMulti-Agent
Demo · hover to play
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
- Autonomie
- 8
- Fähigkeiten
- 8
- Integrationen
- 10
- Preise
- 6
- Reife
- 7
- Verifizierbarkeit
- 6
Automatisch berechnet aus Autonomie, Fähigkeiten, Integrationen, Preisen, Reife und redaktioneller Verifizierung. Bei jedem Deploy aktualisiert. Wie wird das berechnet?
Pilot
Agent Rank
60/ 100
- Autonomie
- 8
- Fähigkeiten
- 6
- Integrationen
- 2
- Preise
- 4
- Reife
- 6
- Verifizierbarkeit
- 10
Automatisch berechnet aus Autonomie, Fähigkeiten, Integrationen, Preisen, Reife und redaktioneller Verifizierung. Bei jedem Deploy aktualisiert. Wie wird das berechnet?
Pros & cons
Gumloop
Pros
- +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)
Cons
- −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
Pros
- +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
Cons
- −$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
Kostenlos
Individuals
- +1000 credits/mo
- +Public templates
- +Community support
Empfohlen
Pro
$99/Mo.
Solo + Small teams
- +25K credits/mo
- +All integrations
- +API access
Team
$299/Mo.
Teams 5+
- +Unlimited workspaces
- +Shared agents
- +Priority support
Enterprise
Individuell
Large orgs
- +Custom credits
- +SSO
- +Dedicated CS
Pilot
Core
$499/Mo.
Seed-stage startups
- +Monthly bookkeeping
- +P&L + balance sheet
- +Accrual basis
Empfohlen
Plus
$849/Mo.
Series A+
- +Custom reporting
- +Industry-specific
- +A/R + A/P management
Premium
Individuell
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.
Try Pilot →Affiliate links. We may earn a commission at no extra cost to you.
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.
Readers comparing Gumloop and Pilot also picked
Adjacent agents in the same category with overlapping capabilities — worth a side-by-side glance before you commit.
Über 7.000 App-Integrationen plus eine KI-Agenten-Schicht – Ihr bestehender Automatisierungs-Stack, jetzt mit Planungsfunktion.
Tool-NutzungMemoryDemo · hover to play"Multiplayer AI" — shared, governed company-wide agents across your stack.
Tool-NutzungMemoryRAGMulti-Agent
Demo · hover to play
See more alternatives: alternatives to Gumloop · alternatives to Pilot
Want the real monthly cost at your volume? Run the TCO calculator →
← Build your own comparison