aiagentrank.io
S'abonner

Gumloop vs Linear Agentwhich 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
Linear Agent

AI agent inside Linear — triages issues, drafts engineering specs, runs cross-team workflows on tickets.

⚙️OpsSemi-autonomousSubscription · from $8
Tool useRAGMemory

Gumloop vs Linear Agent — specs

SpecGumloopLinear Agent
Agent Rank75 / 100 (A)73 / 100 (A)
AutonomySemi-autonomousSemi-autonomous
PricingFreemium · from $99Subscription · from $8
Open sourceNoNo
CapabilitiesTool use, Memory, Multi-agent, BrowserTool use, RAG, Memory
Integrations6 apps3 apps
Verified—Verified
ReleasedFeb 2025Apr 2025

Categories: Gumloop → Ops · Linear Agent → Ops

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 ?

Linear Agent
Agent Rank
73/ 100
AA-tier
Autonomie
8
Capacités
6
Intégrations
6
Tarification
8
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
Linear Agent
Pour
  • +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
Contre
  • −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
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
Linear Agent
Free
Gratuit
Small teams (≤10 users)
  • +Basic Linear
  • +Limited AI features
Recommandé
Standard
$8/siège/mois
Growing teams
  • +Full Linear + AI Agent
  • +Issue triage
  • +Spec drafting
Business
$14/siège/mois
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.

Try Linear Agent →

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

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.

Readers comparing Gumloop and Linear Agent 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 Linear Agent
Want the real monthly cost at your volume? Run the TCO calculator →
← Build your own comparison
Gumloop vs Linear Agent (2026): which AI ops agent wins? · AI Agent Rank