Source: https://seerepo.com/compare/debpalash/VoiceStudio/vs/StarTrail-org/PixelRAG
Markdown source: https://seerepo.com/compare/debpalash/VoiceStudio/vs/StarTrail-org/PixelRAG.md
Description: VoiceStudio and PixelRAG share 16 technologies: FastAPI, Hugging Face, OpenAI, React, torchvision, torch, transformers, accelerate, litellm, lxml, pillow, Tailwind CSS, class-variance-authority, tailwind-merge, Base UI, and Lucide. Both are written in Python.

# VoiceStudio vs PixelRAG

VoiceStudio and PixelRAG share 16 technologies: FastAPI, Hugging Face, OpenAI, React, torchvision, torch, transformers, accelerate, litellm, lxml, pillow, Tailwind CSS, class-variance-authority, tailwind-merge, Base UI, and Lucide. Both are written in Python.

- [debpalash/VoiceStudio](https://seerepo.com/r/debpalash/VoiceStudio): VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.
- [StarTrail-org/PixelRAG](https://seerepo.com/r/StarTrail-org/PixelRAG): https://arxiv.org/abs/2606.28344. The end of web parsing. The beginning of scalable pixel-native search. link: https://pixelrag.ai/

## What they share and what sets them apart

- In common: FastAPI, Hugging Face, OpenAI, React, torchvision, torch, transformers, accelerate, litellm, lxml, pillow, Tailwind CSS, class-variance-authority, tailwind-merge, Base UI, Lucide
- Only in VoiceStudio: Jetpack Compose, scalar-fastapi, androidx.core:core-ktx, dataset, gitdb, pyarrow, androidx.datastore:datastore-preferences, lifecycle-runtime-compose, Lightning, uvicorn, androidx.navigation:navigation-compose, objc2-app-kit, @tanstack/react-router, Vite, Electron, matplotlib, matplotlib-inline, prompt-toolkit, pydot, Rich, androidx.camera:camera-view, global-hotkey, x11rb, androidx.compose.material:material-icons-core, SQLAlchemy, alembic, bcrypt, Google, cryptography, conformer, diffusers, librosa, ModelScope, ONNX, onnxruntime, openai-whisper, sherpa-onnx-core, x-transformers, torchaudio, argostranslate, sherpa-onnx, gradio-client, kittentts, defusedxml, mako, markupsafe, pdfbox-android, puremagic, qrcode, ruamel-yaml, com.google.zxing:core, pypdf, Pydantic, apache-libcloud, loguru, python-vagrant, psutil, boto3, log, cn, @fontsource/ibm-plex-mono, fontsource-variable, react-hot-toast, sonner, Radix UI, tanstack, wavesurfer.js, @vidstack/react, xyflow, Scalar, react-window, country-flag-icons, @lobehub/icons-static-svg, html-entities
- Only in PixelRAG: fastmcp, AIOHTTP, Next.js, Anthropic, datasets, MCP, nvidia-cudnn-cu12, tiktoken, peft, faiss-cpu, safetensors, qwen-vl-utils, vLLM, beautifulsoup4, botocore, @opencode-ai/plugin, next-themes, Framer, react-markdown, remark-gfm, Zod

## Side by side

| | VoiceStudio | PixelRAG |
|---|---|---|
| Size | 751,122 lines written, 1,747 code files | 59,214 lines written, 141 code files |
| Who writes it | 24.2% of its commits signed by AI. With Claude Code, Codex, GitHub Copilot, Cursor, and CodeRabbit | 24.1% of its commits signed by AI. With Claude Code |
| Activity | Last push November 12, 2026, 5,253 commits, 108,535 stars | Last push November 11, 2026, 133 commits, 10,914 stars |
| Tests | 2,095 test files. 69.4% of its code files have a test that imports them | 45 test files. 16.3% of its code files have a test that imports them |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## Frequently asked questions

### Which is bigger, VoiceStudio or PixelRAG?

VoiceStudio, with 751,122 lines written; PixelRAG has 59,214.

The proof: [debpalash/VoiceStudio's code at commit c1050c1](https://github.com/debpalash/VoiceStudio/tree/c1050c16d9b3881e5d4161ee58ccc0582b3f20f9)

### Which has more GitHub stars, VoiceStudio or PixelRAG?

VoiceStudio, with 108,535 stars; PixelRAG has 10,914.

The proof: [debpalash/VoiceStudio on GitHub](https://github.com/debpalash/VoiceStudio)

### Which has more tests, VoiceStudio or PixelRAG?

VoiceStudio, with 2,095 test files; PixelRAG has 45.

The proof: [debpalash/VoiceStudio's code at commit c1050c1](https://github.com/debpalash/VoiceStudio/tree/c1050c16d9b3881e5d4161ee58ccc0582b3f20f9)

### Which was updated more recently, VoiceStudio or PixelRAG?

VoiceStudio: its last push was on November 12, 2026, and PixelRAG's on November 11, 2026.

The proof: [debpalash/VoiceStudio's commits on GitHub](https://github.com/debpalash/VoiceStudio/commits)

### Which has more commits signed by AI, VoiceStudio or PixelRAG?

VoiceStudio: an AI signed 24.2% of its commits, with Claude Code, Codex, GitHub Copilot, Cursor, and CodeRabbit; in PixelRAG, 24.1%.

The proof: [the commits each tool signed in debpalash/VoiceStudio](https://seerepo.com/r/debpalash/VoiceStudio/ai)

## Sources

- debpalash/VoiceStudio: Read on November 12, 2026, at commit c1050c1 (https://github.com/debpalash/VoiceStudio/tree/c1050c16d9b3881e5d4161ee58ccc0582b3f20f9)
- StarTrail-org/PixelRAG: Read on November 13, 2026, at commit 16f35e5 (https://github.com/StarTrail-org/PixelRAG/tree/16f35e58dc7fec80e482638cdf4ab8ec8347912c)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.