Dev tools · alternatives · 2026

24 alternatives to A modern task queue for Python

What is taskiq in a nutshell Consider taskiq as an asyncio celery implementation. It uses almost the same patterns, but it

Below are 24 products that do a similar job, ranked by how close each is in meaning and then by launch-day votes. A modern task queue for Python launched in 2022; newer entries below may have overtaken it.

1
Async tasks in 350 lines of C▲146
Tasks are a primitive for asynchronous programming and an alternative to working with threads directly. Instead of creating a thread, performing work, then waiting on it using synchronization primitives, you only define a unit of work and let a scheduler decide when and where to execute it. The threads that the scheduler uses are created once and reused for many tasks throughout the program's lifetime. In most cases, creating and executing a task requires not even a single syscall and is a significantly faster operation than creating a thread, resulting in lower latency. Furthermore, tasks…
2024 · github.com · its alternatives →
2
Hatchet – Open-source distributed task queue▲578
Hello HN, we're Gabe and Alexander from Hatchet (https://hatchet.run), we're working on an open-source, distributed task queue. It's an alternative to tools like Celery for Python and BullMQ for Node.js, primarily focused on reliability and observability. It uses Postgres for the underlying queue. Why build another managed queue? We wanted to build something with the benefits of full transactional enqueueing - particularly for dependent, DAG-style execution - and felt strongly that Postgres solves for 99.9% of queueing use-cases better than most alternatives (Celery uses Redis or…
2024 · github.com · its alternatives →
3
Your Own Task Queue for Python▲75
yotaq - Your Own Task Queue for Python. Contribute to JoseTomasTocino/yotaq development by creating an account on GitHub.
2017 · github.com · its alternatives →
4
KQ – Simple Job Queue for Python Using Kafka▲116
Kafka-based Job Queue for Python. Contribute to joowani/kq development by creating an account on GitHub.
2016 · github.com · its alternatives →
5
Rocketry – Statement-based scheduling framework for Python▲168
Modern scheduling library for Python. Contribute to Miksus/rocketry development by creating an account on GitHub.
2022 · github.com · its alternatives →
6
HTTP/2 Python-Asyncio Web Microframework▲173
2018 · gitlab.com · its alternatives →
7
Machinery – asynchronous task queue (Golang implementation of Celery)▲13
Machinery is an asynchronous task queue/job queue based on distributed message passing. - RichardKnop/machinery
2017 · github.com · its alternatives →
8
FastScheduler – Decorator-first Python task scheduler, async support▲46
Hi! I've built this because I kept reaching for Celery for simple scheduled tasks and it felt like overkill. I just needed "run this function every hour" or "daily at 9am", not distributed workers. So it's decorators for scheduling (@scheduler.every(5).minutes, @scheduler.daily.at("09:00")), state saves to JSON so jobs survive restarts, and there's an optional FastAPI dashboard if you want to see what's running. No Redis, no message broker, runs in-process with your app. Trade-off is it's single process only — if you need distributed workers, stick with Celery.
Jan 2026 · github.com · its alternatives →
9
Asyncpal: Preemptive concurrency and parallelism for sporadic workloads▲28
Hi HN ! Alex here. I'm excited to show you Asyncpal (https://github.com/pyrustic/asyncpal), a Python library for parallelism [1] and preemptive concurrency [2] tailored for sporadic workloads [3]. I've been working on a private project where it would be convenient to have asynchronous versions of some operations without using `async/await` [4]. Besides `async/await`, which represents cooperative concurrency via the `asyncio` package, Python also provides preemptive concurrency through its `threading` package. Additionally, the `concurrent.futures` package builds…
2024 · github.com · its alternatives →
10
WakaQ - a Python distributed task queue▲147
Open source IDE plugins for programmers.
2022 · wakatime.com · its alternatives →
11
Bringing multithreading to Python's async event loop▲82
This project explores the integration of multithreading into the asyncio event loop in Python. While this was initially built with enhancing CPU utilization for FastAPI servers in mind, the approach can be used with more general async programs too. If you’re interested in diving deeper into the details, I’ve written a blog post about it here: https://www.neilbotelho.com/blog/multithreaded-async.html
2024 · github.com · its alternatives →
12
Parallelise pipelines of Python async iterables▲71
Utility function to parallelise pipelines of Python asyncio iterators/generators - michalc/asyncio-buffered-pipeline
2020 · github.com · its alternatives →
13
Taskable 2.0▲335
Integrated tasks and calendar for all-day productivity
2022 · taskablehq.com · its alternatives →
14DA
Dramatiq – An alternative to Celery▲53
2017 · dramatiq.io · its alternatives →
15
Repid – new Python job scheduler with Asyncio in mind▲6
Repid is a simple, fast, and extensible async task queue framework, with built-in AsyncAPI 3.0 schema generation - aleksul/repid
2023 · github.com · its alternatives →
16
WebRTC implementation for Python using Asyncio▲216
WebRTC and ORTC implementation for Python using asyncio - jlaine/aiortc
2018 · github.com · its alternatives →
17
BabyAGI▲141
A pared-down version of Task-Driven Autonomous AI Agent
2023 · github.com · its alternatives →
18
Dramatiq▲4
Simple, reliable distributed task queueing for Python.
2017 · dramatiq.io · its alternatives →
19
A framework for building Slack bots in Python▲114
I started building a couple of years ago because I found no easy existing solution to build Slack bots that can be composed from/organized into plugins. Existing libraries like Bolt make it pretty easy to develop Slack bots, but hard to organize and scale the code base of your bot. I was also missing some crucial features such as scheduling actions for your bot. So I wrote my own framework! I recently rewrote the complete framework to make use of asyncio and the newest Slack SDK Let me know what you think!
2022 · github.com · its alternatives →
20
Dramatiq – An alternative to Celery▲7
A fast and reliable background task processing library for Python 3. - Bogdanp/dramatiq
2018 · github.com · its alternatives →
21
TaskBotJS – TypeScript and JavaScript background job processing▲137
My favorite JS/TS job processing framework. Maybe yours too? [ARCHIVED] - eropple/taskbotjs
2018 · github.com · its alternatives →
22
Lightweight Task queue on Erlang/OTP, SQLite-backed, no overengineering▲75
Setting up Kafka or such enterprise oriented software with their clusters or dedicated servers is heavy and bothering enough that most small teams or indie hackers skip it entirely and making compromise to use in-memory queues. I wanted something in between: a persistent queue that is simple to run (one binary, which makes one sqlite db), gets real fault isolation and crash recovery due to Elixir, easy to inspect (open ezra.db in any SQLite browser and see every task), and requires no new client library - it speaks the Redis Streams wire protocol, so any Redis client in any language just…
Jun 2026 · github.com · its alternatives →
23
TicList▲64
Simple one-line task creation and management.
2020 · its alternatives →
24
Asynq – Simple, reliable, and efficient distributed task queue for Go▲8
Simple, reliable, and efficient distributed task queue in Go - hibiken/asynq
2020 · github.com · its alternatives →

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Ranked by how close each launch is in meaning, then by votes. Prices were read from each product’s own site when checked and can change. Refine with your own description →