aiagentrank.io
S'abonner

Gumloop vs Windsurfwhich AI ops agent should you pick in 2026?

Gumloop

Visual no-code platform for building always-on agent workflows.

⚙️OpsSemi-autonomousFreemium · from $99
Tool useMemoryMulti-agentBrowser
Windsurf

Codeium's AI editor — Cascade agent flows alongside in-line completion and chat.

💻CodeSemi-autonomousFreemium · from $15
CodeTool useMemoryBrowser

Gumloop vs Windsurf — specs

SpecGumloopWindsurf
Agent Rank75 / 100 (A)80 / 100 (A)
AutonomySemi-autonomousSemi-autonomous
PricingFreemium · from $99Freemium · from $15
Open sourceNoNo
CapabilitiesTool use, Memory, Multi-agent, BrowserCode, Tool use, Memory, Browser
Integrations6 apps2 apps
Verified—Verified
ReleasedFeb 2025Apr 2025

Categories: Gumloop → Ops · Windsurf → Code

Agent Rank breakdown

Gumloop
Agent Rank
75/ 100
AA-tier
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 ?

Windsurf
Agent Rank
80/ 100
AA-tier
Autonomie
8
Capacités
8
Intégrations
4
Tarification
8
Maturité
10
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
Windsurf
Pour
  • +Cascade agent flows are the strongest "watch it work" UI in any IDE-native agent
  • +Cheapest Pro tier in the category at $15/month
  • +Codeium has a deep model team — completion quality consistently leads
Contre
  • −Smaller ecosystem of extensions than Cursor
  • −Pro Ultimate ($60) is opaque on which models are actually premium
  • −Memory feature less mature than Cursor + Claude Code memories

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
Windsurf
Free
Gratuit
Trial
  • +Limited Cascade flow runs
  • +Standard models
  • +Editor + chat
Recommandé
Pro
$15/mois
Working engineers
  • +Unlimited Cascade flows
  • +All Pro models
  • +Background agents
  • +Memories
Pro Ultimate
$60/mois
Power users
  • +Highest model priority
  • +Premium models included
  • +Higher concurrency
Teams
$35/siège/mois
Teams
  • +SSO + admin
  • +Usage analytics
  • +Shared memories

Which one should you pick?

Gumloop

Pick Gumloop if your stack spans many tools and integration depth is the constraint.

Try Gumloop →
Windsurf

Pick Windsurf if cost is the main constraint or if you want a vendor we've verified for accessibility and pricing accuracy.

Try Windsurf →

Affiliate links. We may earn a commission at no extra cost to you.

Frequently asked

Should I pick Gumloop or Windsurf in 2026?+

Pick Gumloop if your stack spans many tools and integration depth is the constraint. Pick Windsurf 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 Windsurf for the workflows where its specific strengths matter.

What's the price difference between Gumloop and Windsurf?+

Gumloop starts at Freemium · from $99; Windsurf starts at Freemium · from $15. Windsurf 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 Windsurf?+

Both Gumloop and Windsurf 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 Windsurf also picked

Adjacent agents in the same category with overlapping capabilities — worth a side-by-side glance before you commit.

  • Zapier Agentsv1.3A82

    Plus de 7 000 intégrations d'applications et une couche d'agents IA — votre Stack d'automatisation existant, désormais doté de capacités de planification.

    ⚙️OpsSemi-autonomeFreemium · à partir de 20 $
    Tool UseMemory
    143k19 mars 2025zapier.com
    Essai gratuit de Zapier
    Demo · hover to play
  • Dustv2A77

    "Multiplayer AI" — shared, governed company-wide agents across your stack.

    ⚙️OpsSemi-autonomeAbonnement · à partir de 29 $
    Tool UseMemoryRAGMulti-agent
    018 mars 2025dust.tt
    Try Dust free
    Demo · hover to play
See more alternatives: alternatives to Gumloop · alternatives to Windsurf
Want the real monthly cost at your volume? Run the TCO calculator →
← Build your own comparison
Gumloop vs Windsurf (2026): which AI ops agent wins? · AI Agent Rank