Visual workflow automation with AI agents — drag-and-drop scenarios across 2,000+ apps.
Tool useMemoryMulti-agent
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Gumloop vs Linear Agentwhich AI ops agent should you pick in 2026?
Visual no-code platform for building always-on agent workflows.
Tool useMemoryMulti-agentBrowser
AI agent inside Linear — triages issues, drafts engineering specs, runs cross-team workflows on tickets.
Tool useRAGMemory
Gumloop vs Linear Agent — specs
| Spec | Gumloop | Linear Agent |
|---|---|---|
| Agent Rank | 75 / 100 (A) | 73 / 100 (A) |
| Autonomy | Semi-autonomous | Semi-autonomous |
| Pricing | Freemium · from $99 | Subscription · from $8 |
| Open source | No | No |
| Capabilities | Tool use, Memory, Multi-agent, Browser | Tool use, RAG, Memory |
| Integrations | 6 apps | 3 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?
Linear Agent
Agent Rank
73/ 100
- Autonomy
- 8
- Capabilities
- 6
- Integrations
- 6
- Pricing
- 8
- Polish
- 6
- 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
Linear Agent
Pros
- +Native to Linear — zero extra setup for teams already using it
- +Triage and spec-drafting genuinely save time on issue grooming
- +Pricing folds AI features into the existing Linear seat
Cons
- −Only useful if you live in Linear
- −Less powerful than dedicated coding agents (Cursor, Claude Code) for code work
- −Agent autonomy bounded by Linear-specific tasks
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
Linear Agent
Free
Free
Small teams (≤10 users)
- +Basic Linear
- +Limited AI features
Recommended
Standard
$8/seat/mo
Growing teams
- +Full Linear + AI Agent
- +Issue triage
- +Spec drafting
Business
$14/seat/mo
Larger orgs
- +SAML SSO
- +SCIM
- +Advanced analytics
Which one should you pick?
Gumloop
Pick Gumloop if your stack spans many tools and integration depth is the constraint.
Try Gumloop →Linear Agent
Pick Linear Agent 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 Linear Agent in 2026?+
Pick Gumloop if your stack spans many tools and integration depth is the constraint. Pick Linear Agent 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 Linear Agent for the workflows where its specific strengths matter.
What's the price difference between Gumloop and Linear Agent?+
Gumloop starts at Freemium · from $99; Linear Agent starts at Subscription · from $8. Linear Agent 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 Linear Agent?+
Both Gumloop and Linear Agent 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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Adjacent agents in the same category with overlapping capabilities — worth a side-by-side glance before you commit.
7,000+ app integrations plus an AI agent layer — your existing automation stack, now with planning.
Tool useMemoryDemo · hover to play"Multiplayer AI" — shared, governed company-wide agents across your stack.
Tool useMemoryRAGMulti-agent
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See more alternatives: alternatives to Gumloop · alternatives to Linear Agent
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