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

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

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

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
VerifiedVerified
ReleasedFeb 2025Apr 2025

Categories: GumloopOps · WindsurfCode

Agent Rank breakdown

Gumloop
Agent Rank
75/ 100
AA-tier
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?

Windsurf
Agent Rank
80/ 100
AA-tier
自律性
8
機能
8
連携
4
料金
8
完成度
10
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
Windsurf
メリット
  • +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
デメリット
  • 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
無料
Individuals
  • +1000 credits/mo
  • +Public templates
  • +Community support
おすすめ
Pro
$99/
Solo + Small teams
  • +25K credits/mo
  • +All integrations
  • +API access
Team
$299/
Teams 5+
  • +Unlimited workspaces
  • +Shared agents
  • +Priority support
Enterprise
カスタム
Large orgs
  • +Custom credits
  • +SSO
  • +Dedicated CS
Windsurf
Free
無料
Trial
  • +Limited Cascade flow runs
  • +Standard models
  • +Editor + chat
おすすめ
Pro
$15/
Working engineers
  • +Unlimited Cascade flows
  • +All Pro models
  • +Background agents
  • +Memories
Pro Ultimate
$60/
Power users
  • +Highest model priority
  • +Premium models included
  • +Higher concurrency
Teams
$35/席/月
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 →

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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.

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Want the real monthly cost at your volume? Run the TCO calculator →
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Gumloop vs Windsurf (2026): which AI ops agent wins? · AI Agent Rank