FreeToken vs vllm
FreeToken and vllm share 9 technologies: FastAPI, pyzmq, Hugging Face, OpenAI, triton, safetensors, einops, pillow, and Pydantic. Both are written in Python.
LinkedInWhat they share and what sets them apart
FlashML-org
FreeToken
FreeToken brings datacenter-scale model serving to your desktop. Run massive models locally, fast and efficiently.
Python16.8kRead on November 7, 2026, at commit 14119b8What is FreeToken built with?Only in FreeToken
uvicorn
prompt-toolkit
apache-tvm-ffi
- ModelScope
partial-json-parser
In common
vllm-project
vllm
A high-throughput and memory-efficient inference and serving engine for LLMs
Python96.3kRead on November 4, 2026, at commit 75f6761What is vllm built with?Only in vllm
- axum
- gitdb
- Tokio
starlette
- Ray
- AIOHTTP
- tower
mkdocs-material
- indicatif
- NVIDIA
peft
- quack-kernels
- sentencepiece
- torch
- transformers
torchvision
- datasets
torchaudio
- MCP
tokenizers
- tiktoken
- markdown
markupsafe
- pymdown-extensions
- image
- jinja2
msgspec
- jsonschema
- pydantic-core
- opentelemetry-api
- python-json-logger
tracing
prometheus-client
psutil
- OpenTelemetry
- opentelemetry-sdk
- prometheus-fastapi-instrumentator
Side by side
FreeTokenvllm
SizeLines written by people and agents, without generated ones; code files, without tests.
FreeToken159,806 lines written495 code files
vllm2,375,117 lines written3,289 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.
FreeToken0% of its commits signed by AI
vllm12.8% of its commits signed by AIWith Claude Code, Codex, Gemini CLI, Cursor, GitHub Copilot, Devin, Mistral Vibe, CodeRabbit, Factory, and Qwen Code
ActivityFrom GitHub and its history, on the day SeeRepo read it.
FreeTokenLast push November 7, 2026211 commits16,785 stars
vllmLast push November 4, 202624,593 commits96,302 stars
TestsThe files that test the code, and the share of code files a test imports.
FreeToken185 test files52.3% of its code files have a test that imports them
vllm2,419 test files60.2% of its code files have a test that imports them
Frequently asked questions
Which is bigger, FreeToken or vllm?
vllm, with 2,375,117 lines written; FreeToken has 159,806.
The proof: vllm-project/vllm's code at commit 75f6761
Which has more GitHub stars, FreeToken or vllm?
vllm, with 96,302 stars; FreeToken has 16,785.
The proof: vllm-project/vllm on GitHub
Which has more tests, FreeToken or vllm?
vllm, with 2,419 test files; FreeToken has 185.
The proof: vllm-project/vllm's code at commit 75f6761
Which was updated more recently, FreeToken or vllm?
FreeToken: its last push was on November 7, 2026, and vllm's on November 4, 2026.
The proof: FlashML-org/FreeToken's commits on GitHub
Which has more commits signed by AI, FreeToken or vllm?
vllm: an AI signed 12.8% of its commits, with Claude Code, Codex, Gemini CLI, Cursor, GitHub Copilot, Devin, Mistral Vibe, CodeRabbit, Factory, and Qwen Code.
The proof: the commits each tool signed in vllm-project/vllm
See inside your code, today.
Paste your repo and see it drawn, part by part: a medium one in under a minute.
Free, no account.
