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GitHub repositories taking off in the last year

Ranked by how many more stars each repo got in the last year than its pace over the 365 days before would predict. Star counts come from GitHub. Last updated 11 Nov 2026, 23:20 UTC.

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How the ranking works

Stars gained
New stars in the window. "all" means the repo is younger than the window, so the number is every star it has.
Today
Stars since midnight US Pacific time, so a partial day.
Above pace
How many more stars the repo got than its pace in the window before would predict. +500 means 500 more than usual.
Momentum
A daily score: 8 points per star and 2 per fork since midnight UTC, reduced for repos that are this busy every day.
Speed-up
Stars per day in the window divided by stars per day in the window before. "New" means the repo is younger than the window. "Under 14 days" (twice the window; "Under 2 years" for 1 year) means it is older than the window but too young for a full window before it to compare with.
Suspected
Repositories with at least 50 stars are left out as likely bought stars when they have no detected programming language and got those stars within a day of being created; or got them within 14 days while having no watchers, at most 1 fork, no detected language or under 1 KB of code other than HTML and CSS, and either 5 KB or less of files or an owner that is a personal account with at most 1 follower. Repositories with no detected language are also left out when, at any age, they have 5 KB or less of files and got at least 90% of their stars on a single day that ended more than a day ago; or have 5 KB or less of files and belong to a personal account with no followers that was created at most an hour before the repository. Any repository with at least 50 stars is also left out when, under 3 days old, it has no watchers and at least 5 forks and belongs to a personal account with no followers; it stays out while that account has no followers. Some repositories are also left out, or kept in, by hand after a review of the daily lists, whatever the rules above say. See them.
Bars
Stars per day (per week for 90 days and 1 year). Bright bars are the selected window. Heights use a square-root scale, so quieter days stay visible next to a spike.
#Repository Stars Today 7d 30d 1y Above pace ↑ Momentum Speed-up Weekly stars
26401

Mastodon documentation

SCSS · 9 years old

1,75100+2+28-2200.6x, slowing
26402

Sparse multi-dimensional arrays for the PyData ecosystem

Python · 9 years old

6690+1+1+29-2200.6x, slowing
26403

Container Storage Interface (CSI) Specification.

Makefile · 9 years old

1,4970+1+5+74-2200.8x, slowing
26404

A modular QUIC stack designed primarily for H2O

C · 9 years old

664+10+1+22-2280.5x, slowing
26405

Collection of Scripts for shodan searching stuff.

Python · 9 years old

1,1590+1+3+45-2200.7x, slowing
26406

Zero trust system

Go · 9 years old

652000+25-2200.5x, slowing
26407

A data structure for mathematical optimization problems

Julia · 9 years old

5080+1+2+50-2200.7x, slowing
26408

Reference models and tools for Cloud TPUs.

Jupyter Notebook · 9 years old

5,2810+1+5+60-2200.7x, slowing
26409

Clone all your repositories and apply sweeping changes.

Python · 9 years old

63900+1+38-2200.6x, slowing
26410

OpenAM is an open-source access management solution for identity authentication, authorization, and federation. It provides single sign-on, adaptive authentication, and centralized policy control, enabling secure access to web, mobile, and cloud applications

Java · 9 years old

9030+1+6+54-2200.7x, slowing
26411

面向IoT领域的、高可伸缩的物联网操作系统,可去官网了解更多信息https://www.aliyun.com/product/aliosthings

C · 9 years old

4,6290-2+1+49-2200.7x, slowing
26412

pyspark methods to enhance developer productivity 📣 👯 🎉

Python · 9 years old

69100+3+18-2200.5x, slowing
26413

A wrapper tool for nix OpenGL application [maintainer=@guibou]

Nix · 9 years old

1,0450+2+11+170-2200.9x, slowing
26414

An Eclipse Paho Rust client library for MQTT for Windows, Linux and MacOS.

Rust · 9 years old

5930+2+5+28-2200.6x, slowing
26415

A tool for exploring NPM modules and dependencies

TypeScript · 9 years old

80200+9+131-2200.9x, slowing
26416

Mozilla Monitor arms you with tools to keep your personal information safe. Find out what hackers already know about you and learn how to stay a step ahead of them.

Fluent · 9 years old

9500+2+5+108-2200.8x, slowing
26417

Multiple dispatch in Python

Python · 9 years old

6630+1+2+57-2200.7x, slowing
26418

🎯 A .NET library, developed by humans, for running a target dependency graph.

C# · 8 years old

9560+3+2+46-2200.7x, slowing
26419

Vagrant projects for Oracle products and other examples

Shell · 8 years old

1,01000+1+30-2200.6x, slowing
26420

Rapid YAML - a library to parse and emit YAML, and do it fast.

C++ · 8 years old

761000+86-2200.8x, slowing
26421

💬 The Step-by-Step Beginners Tutorial for Building, Testing & Deploying a Chat app in Phoenix 🚀

Elixir · 8 years old

817000+16-2200.4x, slowing
26422

通过 Android 设备的 Wifi Direct,实现 Android 手机之间传输任意文件

Kotlin · 8 years old

8810+1+1+17-2200.4x, slowing
26423

蚂蚁数据体验技术团队的文章仓库

8 years old

2,8000-1+1+13-2200.4x, slowing
26424

This repo contains benchmarks used for testing the performance of all .NET Runtimes

F# · 8 years old

77300+2+30-2200.6x, slowing
26425

ProcessMaker BPM Core

PHP · 8 years old

5390+1+1+34-2200.6x, slowing
26426

TorchANI 2.0 is an open-source library that supports training, development, and research of ANI-style neural network interatomic potentials. It was originally developed and is currently maintained by the Roitberg group.

Python · 8 years old

56700+4+43-2200.7x, slowing
26427

A translator from Intel SSE intrinsics to Arm/Aarch64 NEON implementation

C++ · 8 years old

1,5420+3+12+119-2200.8x, slowing
26428

Cranelift based backend for rustc

Rust · 8 years old

2,169+1+1+14+282-2200.9x, slowing
26429

JWT utilities module based on the jsonwebtoken package 🔓

TypeScript · 8 years old

6880+1+2+36-2200.6x, slowing
26430

A Component Framework with SSR for Rust & Nodejs. Inspired by React, Tailwind, ShadCN, & Next.js

JavaScript · 8 years old

886-10+1+8-2200.3x, slowing
26431

Scrobbler for trakt.tv that supports VLC, Plex, MPC-HC, and MPV.

Python · 8 years old

5570+1+2+48-2200.7x, slowing
26432

speech to text benchmark framework

Python · 8 years old

69900+2+34-2200.6x, slowing
26433

A wrapper that does winetricks things for Proton enabled games, requires Winetricks.

Python · 8 years old

2,333+1+1+18+344-2280.9x, slowing
26434

A set of useful Laravel validation rules

PHP · 8 years old

82800+1+27-2200.6x, slowing
26435

Python package for hypergraph analysis and visualization.

Python · 8 years old

7220+2+5+78-2200.8x, slowing
26436

A PHP web-based interface for LDAP user account management and self-service password change.

PHP · 8 years old

5470+1+1+25-2200.5x, slowing
26437

Collection of batch scripts utilities for Windows

VBScript · 7 years old

1,5060+4+21+250-2200.9x, slowing
26438

Kubecost helm chart

Mustache · 7 years old

6760+2+4+91-2200.8x, slowing
26439

Type definitions for APIs of Wechat Mini Program in TypeScript

TypeScript · 7 years old

8060+2+3+30-2200.6x, slowing
26440

Simple SQL in Python

Python · 7 years old

1,417+1+2+5+46-2280.7x, slowing
26441

Flutter plugin of Agora RTC SDK for Android/iOS/macOS/Windows

Dart · 7 years old

796000+19-2200.5x, slowing
26442

C++ library for runtime memory patching, scanning, dumping, and module (ELF / Mach-O) introspection, targeting Android and iOS.

C++ · 7 years old

5710+3+10+116-2280.8x, slowing
26443

Scalable fuzzing infrastructure.

Python · 7 years old

5,635+1+4+27+196-2280.9x, slowing
26444

Volume rendering, implemented in Unity3D. Want to support the project? Donate a small sum to Save The Children(https://www.savethechildren.net/) or another charity, and send me a message, and I will be greatly motivated!

C# · 7 years old

56300+1+48-2200.7x, slowing
26445

📘 Zigbee2mqtt documentation

TypeScript · 7 years old

8830+2+6+111-2200.8x, slowing
26446

Search among multiple models with ElasticSearch and Laravel Scout

PHP · 7 years old

741000+10-2200.3x, slowing
26447

Provides backwards compatibility for helpers in the latest Laravel release.

PHP · 7 years old

8100+1+2+17-2200.4x, slowing
26448

A plugin that allows branch analysis and pull request decoration in the Community version of Sonarqube

Java · 7 years old

2,9030+6+28+341-2280.9x, slowing
26449

Course notes for MIT manipulation class

Jupyter Notebook · 7 years old

6830+1+14+120-2200.8x, slowing
26450

Pure Go Brotli encoder and decoder

Go · 7 years old

7460+2+7+56-2200.7x, slowing

Today counts stars since midnight US Pacific time, so it is a partial day. 1 more tracked repositories are still loading their star history and will join the ranking once it is complete.