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PaddleSpeech vs ray

PaddleSpeech and ray share 6 technologies: FastAPI, starlette, diskcache, pymysql, uvicorn, and Pydantic. Both are written in Python.

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What they share and what sets them apart

PaddlePaddle

PaddleSpeech

Easy-to-use Speech Toolkit including Self-Supervised Learning model, SOTA/Streaming ASR with punctuation, Streaming TTS with text frontend, Speaker Verification System, End-to-End Speech Translation and Keyword Spotting. Won NAACL2022 Best Demo Award.

Python12.7kRead on November 10, 2026, at commit 6b25a40What is PaddleSpeech built with?

Only in PaddleSpeech

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.

Python44.3kRead on November 10, 2026, at commit c99c603What is ray built with?

Only in ray

Side by side

SizeLines written by people and agents, without generated ones; code files, without tests.
PaddleSpeech195,799 lines written872 code files
ray1,551,053 lines written2,797 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.
PaddleSpeech0% of its commits signed by AI
ray3.7% 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.
PaddleSpeechLast push August 12, 20263,606 commits12,706 stars
rayLast push November 10, 202632,424 commits44,251 stars
TestsThe files that test the code, and the share of code files a test imports.
PaddleSpeech104 test files7.3% of its code files have a test that imports them
ray2,192 test files9.5% of its code files have a test that imports them

Frequently asked questions

Which is bigger, PaddleSpeech or ray?
ray, with 1,551,053 lines written; PaddleSpeech has 195,799.

The proof: ray-project/ray's code at commit c99c603

Which has more GitHub stars, PaddleSpeech or ray?
ray, with 44,251 stars; PaddleSpeech has 12,706.

The proof: ray-project/ray on GitHub

Which has more tests, PaddleSpeech or ray?
ray, with 2,192 test files; PaddleSpeech has 104.

The proof: ray-project/ray's code at commit c99c603

Which was updated more recently, PaddleSpeech or ray?
ray: its last push was on November 10, 2026, and PaddleSpeech's on August 12, 2026.

The proof: ray-project/ray's commits on GitHub

Which has more commits signed by AI, PaddleSpeech or ray?
ray: an AI signed 3.7% of its commits, with Claude Code, Gemini CLI, GitHub Copilot, Cursor, and Codex.

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

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