Open-Source-Framework zur Orchestrierung von rollenspielenden autonomen KI-Agenten in kollaborativen Crews.
Multi-AgentTool-NutzungMemory
Demo · hover to play
AutoGen vs Gumloopwhich AI ops agent should you pick in 2026?
Microsoft's open-source multi-agent framework — orchestrate conversations between specialised agents.
Multi-agentTool useCodeMemory
AutoGen vs Gumloop — specs
| Spec | AutoGen | Gumloop |
|---|---|---|
| Agent Rank | 72 / 100 (A) | 75 / 100 (A) |
| Autonomy | Autonomous | Semi-autonomous |
| Pricing | Free · OSS | Freemium · from $99 |
| Open source | Yes | No |
| Capabilities | Multi-agent, Tool use, Code, Memory | Tool use, Memory, Multi-agent, Browser |
| Integrations | 3 apps | 6 apps |
| Verified | Verified | — |
| Released | Apr 2024 | Feb 2025 |
Agent Rank breakdown
AutoGen
Agent Rank
72/ 100
- Autonomie
- 9
- Fähigkeiten
- 8
- Integrationen
- 2
- Preise
- 10
- Reife
- 7
- Verifizierbarkeit
- 7
Automatisch berechnet aus Autonomie, Fähigkeiten, Integrationen, Preisen, Reife und redaktioneller Verifizierung. Bei jedem Deploy aktualisiert. Wie wird das berechnet?
Gumloop
Agent Rank
75/ 100
- Autonomie
- 8
- Fähigkeiten
- 8
- Integrationen
- 10
- Preise
- 6
- Reife
- 7
- Verifizierbarkeit
- 6
Automatisch berechnet aus Autonomie, Fähigkeiten, Integrationen, Preisen, Reife und redaktioneller Verifizierung. Bei jedem Deploy aktualisiert. Wie wird das berechnet?
Pros & cons
AutoGen
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
Pricing
AutoGen
Gumloop
Free
Kostenlos
Individuals
- +1000 credits/mo
- +Public templates
- +Community support
Empfohlen
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
Individuell
Large orgs
- +Custom credits
- +SSO
- +Dedicated CS
Which one should you pick?
AutoGen
Pick AutoGen if cost is the main constraint or if you want the highest autonomy and the verification loop is in place.
Try AutoGen →Gumloop
Pick Gumloop if your stack spans many tools and integration depth is the constraint.
Try Gumloop →Affiliate links. We may earn a commission at no extra cost to you.
Frequently asked
Should I pick AutoGen or Gumloop in 2026?+
Pick AutoGen if cost is the main constraint or if you want the highest autonomy and the verification loop is in place. Pick Gumloop if your stack spans many tools and integration depth is the constraint. Most working teams running both can use AutoGen for primary work and Gumloop for the workflows where its specific strengths matter.
What's the price difference between AutoGen and Gumloop?+
AutoGen starts at Free · OSS; Gumloop starts at Freemium · from $99. AutoGen 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, AutoGen or Gumloop?+
AutoGen is the more autonomous of the two (Autonomous vs Semi-autonomous). Higher autonomy ships throughput faster but requires verification loops in place — see our autonomous-vs-copilot framing for when each tier wins.
Readers comparing AutoGen and Gumloop also picked
Adjacent agents in the same category with overlapping capabilities — worth a side-by-side glance before you commit.
LangChain's zustandsbehaftetes Multi-Agent-Framework — graphbasierte Orchestrierung mit Persistenz und Human-in-the-Loop.
Multi-AgentTool-NutzungMemory
Demo · hover to playOpenAI's leichtgewichtige Multi-Agent-Referenzimplementierung — Handoff- und Routine-Muster, zu Bildungszwecken.
Multi-AgentTool-Nutzung
Demo · hover to play
See more alternatives: alternatives to AutoGen · alternatives to Gumloop
Want the real monthly cost at your volume? Run the TCO calculator →
← Build your own comparison