AG2 vs 
Julep
AG2 vs Julep compared for 2026 — features, license, ease of use, performance and which one to choose. The community continuation of AutoGen vs Stateful agents as a service.
Updated regularly · curated by OpenSourceAI.tech
AG2 vs Julep at a glance
| Spec | AG2 | Julep |
|---|---|---|
| Category | AI agent framework | AI agent framework |
| Type | Multi-agent framework | Agent backend |
| License | Apache-2.0 | Apache-2.0 |
| Runs locally | Cloud-optional | Yes |
| Primary language | Python | Python |
| Ease of use | Intermediate | Intermediate |
| Best for | teams invested in the AutoGen conversation model | agents that must run for days, not seconds |
| GitHub stars | 4.8k | 6.6k |
How AG2 and Julep score
| Criterion | AG2 | Julep |
|---|---|---|
| Popularity | 2.5 | 2.5 |
| Maintenance | 5.0 | 5.0 |
| Ease of use | 3.5 | 3.5 |
| Privacy | 3.5 | 5.0 |
| License freedom | 5.0 | 5.0 |
Scores are computed automatically from public signals — GitHub stars (popularity), recent commit activity (maintenance), license type (freedom), local-first design (privacy) and onboarding complexity (ease of use). Indicative, not a verdict.
What each one is
AG2
AG2 is the community-driven continuation of AutoGen, focused on multi-agent conversations and orchestration with an open governance model.
- Continuity for the AutoGen ecosystem
- Community-governed, Apache-2.0
- Mature multi-agent conversation patterns
Julep
Julep provides a backend for long-running, stateful agents with persistent memory and scheduled tasks, so your agents survive restarts.
- Persistent state across sessions
- Scheduled and long-running tasks
- Self-hostable backend
Key differences
AG2 is multi-agent framework, while Julep is agent backend. They also differ in how they run (Cloud-optional vs Yes). In short, AG2 fits teams invested in the AutoGen conversation model, and Julep fits agents that must run for days, not seconds.
Which should you choose?
Choose AG2 for teams invested in the AutoGen conversation model. Choose Julep for agents that must run for days, not seconds.
There is rarely one winner — many setups use both. The right pick depends on your hardware, your team's skills, and whether you value simplicity or control.
Frequently asked questions
Is AG2 or Julep easier to use?
Both sit at a similar level (Intermediate). Your choice should come down to fit rather than difficulty.
Are AG2 and Julep free?
AG2 is free and open source (Apache-2.0), and Julep is free and open source (Apache-2.0). Neither charges for the core software.
Can I run AG2 and Julep locally?
AG2: cloud-optional · Julep: yes. Both can be used without sending your data to a third-party cloud where their setup allows.
AG2 vs Julep — which should I pick in 2026?
Choose AG2 for teams invested in the AutoGen conversation model. Choose Julep for agents that must run for days, not seconds.
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