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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.
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Gumloop vs Windsurf — specs
| Spec | Gumloop | Windsurf |
|---|---|---|
| Agent Rank | 75 / 100 (A) | 80 / 100 (A) |
| Autonomy | Semi-autonomous | Semi-autonomous |
| Pricing | Freemium · from $99 | Freemium · from $15 |
| Open source | No | No |
| Capabilities | Tool use, Memory, Multi-agent, Browser | Code, Tool use, Memory, Browser |
| Integrations | 6 apps | 2 apps |
| Verified | — | Verified |
| Released | Feb 2025 | Apr 2025 |
Agent Rank breakdown
Gumloop
Agent Rank
75/ 100
- Autonomy
- 8
- Capabilities
- 8
- Integrations
- 10
- Pricing
- 6
- Polish
- 7
- Verifiability
- 6
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
Windsurf
Agent Rank
80/ 100
- Autonomy
- 8
- Capabilities
- 8
- Integrations
- 4
- Pricing
- 8
- Polish
- 10
- Verifiability
- 10
Auto-computed from autonomy, capabilities, integrations, pricing, maturity and editorial verification. Updated every deploy. How is this computed?
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
Windsurf
Pros
- +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
Cons
- −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
Free
Individuals
- +1000 credits/mo
- +Public templates
- +Community support
Recommended
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
Custom
Large orgs
- +Custom credits
- +SSO
- +Dedicated CS
Windsurf
Free
Free
Trial
- +Limited Cascade flow runs
- +Standard models
- +Editor + chat
Recommended
Pro
$15/mo
Working engineers
- +Unlimited Cascade flows
- +All Pro models
- +Background agents
- +Memories
Pro Ultimate
$60/mo
Power users
- +Highest model priority
- +Premium models included
- +Higher concurrency
Teams
$35/seat/mo
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.
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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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See more alternatives: alternatives to Gumloop · alternatives to Windsurf
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