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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

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

FactMarvinOGX (formerly Llama Stack)
TypeHarnessHarness
PublisherPrefectOGX
LicenseApache-2.0MIT
PricingNot statedNot stated
RunsNot statedNot stated
AuthNot statedNot stated
Hosts supportedNot statedNot stated
ToolsNot listed yetNot listed yet
Security grade–Security: not graded yet–Security: not graded yet
Freshness gradeBFreshness: BAFreshness: A
GitHub stars6,2078,444
Weekly downloads61,77514,172
Last releaseMar 4, 2026Oct 9, 2026
Last activitySep 23, 2026Oct 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

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.
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)