BeeAI Framework vs OGX (formerly Llama Stack)
BeeAI Framework and OGX (formerly Llama Stack) are both agent frameworks. BeeAI Framework is published by IBM / Linux Foundation and OGX (formerly Llama Stack) by OGX. On GitHub, OGX (formerly Llama Stack) has 8,444 stars and BeeAI Framework has 3,443. 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. BeeAI Framework describes itself as: Python and TypeScript framework for multi-agent systems, with MCP and A2A interop, YAML orchestration and OpenTelemetry tracing. OGX (formerly Llama Stack): OpenAI-compatible agentic API server for inference, vector stores, files and skills, on any model or infrastructure. Licenses: BeeAI Framework Apache-2.0, OGX (formerly Llama Stack) MIT.
Updated Oct 26, 2026 · Built from catalog data; how we rank and grade
BeeAI Framework
IBM / Linux Foundation
Python and TypeScript framework for multi-agent systems, with MCP and A2A interop, YAML orchestration and OpenTelemetry tracing.
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 BeeAI Framework if you work in TypeScript.
- Pick BeeAI Framework if you need several agents working together.
- OGX (formerly Llama Stack) has the larger community: 8,444 GitHub stars against 3,443.
From listing data only. We don't pick a winner on security beyond the grades; read how grades work.
Side by side
| Fact | BeeAI Framework | OGX (formerly Llama Stack) |
|---|---|---|
| Type | Harness | Harness |
| Publisher | IBM / Linux Foundation | 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 | 3,443 | 8,444 |
| Weekly downloads | 5,436 | 14,172 |
| Last release | Sep 28, 2026 | Oct 9, 2026 |
| Last activity | Oct 23, 2026 | Oct 24, 2026 |
Facts from each listing's public sources, checked daily. Tool lists arrive with tool scans.
Install
BeeAI Framework
pip install beeai-framework
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 - 0.699score
VoltAgent
VoltAgent
TypeScript framework for AI agents with tools, memory, RAG, MCP and sub-agents, paired with a Cloud or self-hosted console.
HarnessAFreshness: A★ 10.9K
Questions
- Is BeeAI Framework or OGX (formerly Llama Stack) more popular?
- OGX (formerly Llama Stack) has more GitHub stars (8,444 against 3,443). Stars measure attention, not quality, so check freshness and docs too.
- Are BeeAI Framework and OGX (formerly Llama Stack) open source?
- Yes: BeeAI Framework is Apache-2.0 and OGX (formerly Llama Stack) is MIT.
Related
- AlternativesAlternatives to BeeAI Framework
- AlternativesAlternatives to OGX (formerly Llama Stack)
- Best ofBest agent frameworks for Python
- Best ofBest agent frameworks for TypeScript
- ComparisonBeeAI Framework vs Pipecat
- ComparisonAgent Squad vs BeeAI Framework
- ComparisonAgent Squad vs OGX (formerly Llama Stack)
- ComparisonAG2 vs OGX (formerly Llama Stack)
Cite this page
BeeAI Framework vs OGX (formerly Llama Stack). Agent Mart. https://agentmart.dev/compare/beeai-framework-vs-ogx-formerly-llama-stack (last updated 2026-10-26)