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awx vs ray

awx and ray share 28 technologies: Redis, gitdb, asgiref, AIOHTTP, azure-identity, msal, msal-extensions, oauthlib, requests-oauthlib, cryptography, pyjwt, markdown, markupsafe, nh3, jinja2, jsonschema-specifications, referencing, jsonschema, opentelemetry-api, opentelemetry-instrumentation, opentelemetry-semantic-conventions, prometheus-client, boto3, botocore, kubernetes, OpenTelemetry, opentelemetry-exporter-otlp-proto-grpc, and psutil. Both are written in Python.

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What they share and what sets them apart

ansible

awx

AWX provides a web-based user interface, REST API, and task engine built on top of Ansible. It is one of the upstream projects for Red Hat Ansible Automation Platform.

Python15.6kRead on November 8, 2026, at commit fe6cd9dWhat is awx built with?

Only in awx

In common

ray-project

ray

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Python44.2kRead on November 6, 2026, at commit 77567c5What is ray built with?

Only in ray

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
awx159,435 lines written440 code files
ray1,531,664 lines written2,777 code files
Who writes itA commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
awx0.4% of its commits signed by AIWith Claude Code and Cursor
ray3.6% of its commits signed by AIWith Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex
ActivityFrom GitHub and its history, on the day SeeRepo read it.
awxLast push November 6, 202625,518 commits15,621 stars
rayLast push November 6, 202632,373 commits44,213 stars
TestsThe files that test the code, and the share of code files a test imports.
awx357 test files31.8% of its code files have a test that imports them
ray2,168 test files9.7% of its code files have a test that imports them

Frequently asked questions

Which is bigger, awx or ray?
ray, with 1,531,664 lines written; awx has 159,435.

The proof: ray-project/ray's code at commit 77567c5

Which has more GitHub stars, awx or ray?
ray, with 44,213 stars; awx has 15,621.

The proof: ray-project/ray on GitHub

Which has more tests, awx or ray?
ray, with 2,168 test files; awx has 357.

The proof: ray-project/ray's code at commit 77567c5

Which was updated more recently, awx or ray?
Both got their last push on November 6, 2026.

The proof: ansible/awx's commits on GitHub

Which has more commits signed by AI, awx or ray?
ray: an AI signed 3.6% of its commits, with Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex; in awx, 0.4%.

The proof: the commits each tool signed in ray-project/ray

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