AG2 vs OGX (formerly Llama Stack)
AG2 and OGX (formerly Llama Stack) are both agent frameworks. AG2 is published by AG2 and OGX (formerly Llama Stack) by OGX. On GitHub, OGX (formerly Llama Stack) has 8,444 stars and AG2 has 5,016. Both were last active in Oct 2026. The table lines up where they differ (publisher, license, weekly downloads and category) and has the install commands for both. Everything here comes from the listings' public sources and is refreshed daily. AG2 describes itself as: Open-source Python framework for AI agents that cooperate on tasks, with human-in-the-loop workflows and multi-agent patterns. OGX (formerly Llama Stack): OpenAI-compatible agentic API server for inference, vector stores, files and skills, on any model or infrastructure. Licenses: AG2 Apache-2.0, OGX (formerly Llama Stack) MIT.
Updated Oct 26, 2026 · Built from catalog data; how we rank and grade
AG2
AG2
Open-source Python framework for AI agents that cooperate on tasks, with human-in-the-loop workflows and multi-agent patterns.
OGX (formerly Llama Stack)
OGX
OpenAI-compatible agentic API server for inference, vector stores, files and skills, on any model or infrastructure.
Who should pick which
- Pick AG2 if you need several agents working together.
- Pick OGX (formerly Llama Stack) if you want MCP support built in.
From listing data only. We don't pick a winner on security beyond the grades; read how grades work.
Side by side
| Fact | AG2 | OGX (formerly Llama Stack) |
|---|---|---|
| Type | Harness | Harness |
| Publisher | AG2 | OGX |
| License | Apache-2.0 | MIT |
| Pricing | Not stated | Not stated |
| Runs | Not stated | Not stated |
| Auth | Not stated | Not stated |
| Hosts supported | Not stated | Not stated |
| Tools | Not listed yet | Not listed yet |
| Security grade | –Security: not graded yet | –Security: not graded yet |
| Freshness grade | AFreshness: A | AFreshness: A |
| GitHub stars | 5,016 | 8,444 |
| Weekly downloads | 39,740 | 14,172 |
| Last release | Oct 21, 2026 | Oct 9, 2026 |
| Last activity | Oct 24, 2026 | Oct 24, 2026 |
Facts from each listing's public sources, checked daily. Tool lists arrive with tool scans.
Install
AG2
pip install ag2
OGX (formerly Llama Stack)
pip install ogx
Also consider
- 0.729score
Agent Squad
2FastLabs
Open-source framework that routes each user query to one of several AI agents, with Python, TypeScript and Swift runtimes.
HarnessAFreshness: A★ 7.8K↓ 1.5K/wk - 0.715score
Pipecat
Daily
Open-source Python framework for real-time voice and multimodal agents, built from composable pipelines with handoffs between specialist agents.
HarnessAFreshness: A★ 16.8K↓ 373.6K/wk - 0.650score
txtai
NeuML
All-in-one Python AI framework for embeddings-based semantic search, LLM pipelines, workflows and agents.
HarnessAFreshness: A★ 13K↓ 3.3K/wk
Questions
- Is AG2 or OGX (formerly Llama Stack) more popular?
- OGX (formerly Llama Stack) has more GitHub stars (8,444 against 5,016). Stars measure attention, not quality, so check freshness and docs too.
- Are AG2 and OGX (formerly Llama Stack) open source?
- Yes: AG2 is Apache-2.0 and OGX (formerly Llama Stack) is MIT.
Related
Cite this page
AG2 vs OGX (formerly Llama Stack). Agent Mart. https://agentmart.dev/compare/ag2-vs-ogx-formerly-llama-stack (last updated 2026-10-26)