Marvin vs OGX (formerly Llama Stack)
Marvin and OGX (formerly Llama Stack) are both agent frameworks. Marvin is published by Prefect and OGX (formerly Llama Stack) by OGX. On GitHub, OGX (formerly Llama Stack) has 8,444 stars and Marvin has 6,207. Marvin was last active in Sep 2026, OGX (formerly Llama Stack) in Oct 2026. The table lines up where they differ (publisher, license, weekly downloads and freshness grade) and has the install commands for both. Everything here comes from the listings' public sources and is refreshed daily. Marvin describes itself as: Python framework for structured LLM outputs and agentic workflows built from tasks, agents and threads. OGX (formerly Llama Stack): OpenAI-compatible agentic API server for inference, vector stores, files and skills, on any model or infrastructure. Licenses: Marvin Apache-2.0, OGX (formerly Llama Stack) MIT.
Updated Oct 26, 2026 · Built from catalog data; how we rank and grade
Marvin
Prefect
Python framework for structured LLM outputs and agentic workflows built from tasks, agents and threads.
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 Marvin if you need several agents working together.
- Pick OGX (formerly Llama Stack) if you want MCP support built in.
- OGX (formerly Llama Stack) is more recently active (freshness A against B).
From listing data only. We don't pick a winner on security beyond the grades; read how grades work.
Side by side
| Fact | Marvin | OGX (formerly Llama Stack) |
|---|---|---|
| Type | Harness | Harness |
| Publisher | Prefect | 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 | BFreshness: B | AFreshness: A |
| GitHub stars | 6,207 | 8,444 |
| Weekly downloads | 61,775 | 14,172 |
| Last release | Mar 4, 2026 | Oct 9, 2026 |
| Last activity | Sep 23, 2026 | Oct 24, 2026 |
Facts from each listing's public sources, checked daily. Tool lists arrive with tool scans.
Install
Marvin
pip install marvin
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 Marvin or OGX (formerly Llama Stack) more popular?
- OGX (formerly Llama Stack) has more GitHub stars (8,444 against 6,207). Stars measure attention, not quality, so check freshness and docs too.
- Are Marvin and OGX (formerly Llama Stack) open source?
- Yes: Marvin is Apache-2.0 and OGX (formerly Llama Stack) is MIT.
Related
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- ComparisonMarvin vs Pipecat
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- ComparisonAgent Squad vs OGX (formerly Llama Stack)
- ComparisonAG2 vs OGX (formerly Llama Stack)
Cite this page
Marvin vs OGX (formerly Llama Stack). Agent Mart. https://agentmart.dev/compare/marvin-vs-ogx-formerly-llama-stack (last updated 2026-10-26)