Automatisation de Workflow visuelle avec agents IA — scénarios glisser-déposer sur 2 000+ applications.
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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.
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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
- Capacités
- 8
- Intégrations
- 10
- Tarification
- 6
- Maturité
- 7
- Vérifiabilité
- 6
Calculé automatiquement à partir de l'autonomie, des capacités, des intégrations, de la tarification, de la maturité et de la vérification éditoriale. Mis à jour à chaque déploiement. Comment est-ce calculé ?
Pilot
Agent Rank
60/ 100
- Autonomie
- 8
- Capacités
- 6
- Intégrations
- 2
- Tarification
- 4
- Maturité
- 6
- Vérifiabilité
- 10
Calculé automatiquement à partir de l'autonomie, des capacités, des intégrations, de la tarification, de la maturité et de la vérification éditoriale. Mis à jour à chaque déploiement. Comment est-ce calculé ?
Pros & cons
Gumloop
Pour
- +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)
Contre
- −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
Pour
- +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
Contre
- −$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
Gratuit
Individuals
- +1000 credits/mo
- +Public templates
- +Community support
Recommandé
Pro
$99/mois
Solo + Small teams
- +25K credits/mo
- +All integrations
- +API access
Team
$299/mois
Teams 5+
- +Unlimited workspaces
- +Shared agents
- +Priority support
Enterprise
Sur mesure
Large orgs
- +Custom credits
- +SSO
- +Dedicated CS
Pilot
Core
$499/mois
Seed-stage startups
- +Monthly bookkeeping
- +P&L + balance sheet
- +Accrual basis
Recommandé
Plus
$849/mois
Series A+
- +Custom reporting
- +Industry-specific
- +A/R + A/P management
Premium
Sur mesure
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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Plus de 7 000 intégrations d'applications et une couche d'agents IA — votre Stack d'automatisation existant, désormais doté de capacités de planification.
Tool UseMemoryDemo · hover to play"Multiplayer AI" — shared, governed company-wide agents across your stack.
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See more alternatives: alternatives to Gumloop · alternatives to Pilot
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