Taskiq

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Score7.2

Rank#2 of 37

Free planNo

Runs onLinux, macOS, Self-hosted, Windows

Summary

Taskiq is ranked #2 of 37 in task queue software on Everything Xiaomi. It runs on Linux, macOS, Self-hosted, Windows.

Compared on task queue software

Free plan: Yestaskiq-python.github.io
Deployment model: self_hostedtaskiq-python.github.io
Custom retry policy: Yestaskiq-python.github.io
Scheduled jobs: Yestaskiq-python.github.io
Dead-letter queue: Yestaskiq-python.github.io
Official SDK languages: Pythontaskiq-python.github.io

Facts

Purpose: Taskiq is a Python library for sending and processing Python functions in a distributed manner.taskiq-python.github.io · 30 Sept 2026
Async support: Taskiq supports async functions and can also run synchronous functions.taskiq-python.github.io · 30 Sept 2026
Extensibility: The core library provides brokers, a CLI, distributed-task functionality, and abstractions for extensions such as custom brokers and middleware.taskiq-python.github.io · 30 Sept 2026
Broker options: Officially supported broker packages include RabbitMQ, Redis, NATS, SQS, and Kafka options.taskiq-python.github.io · 30 Sept 2026
Result storage: Result backends can store task return values and execution times; official packages include Redis and NATS backends.taskiq-python.github.io · 30 Sept 2026
Scheduling: Taskiq supports scheduled tasks using cron, intervals, or specific times, with schedule sources including Redis and NATS options.taskiq-python.github.io · 30 Sept 2026
Retries: Its middleware includes retry options with retry limits, delays, jitter, exponential backoff, and exception-specific behavior.taskiq-python.github.io · 30 Sept 2026
Observability: Taskiq documents Prometheus metrics and OpenTelemetry tracing for workers.taskiq-python.github.io · 30 Sept 2026
Testing: Taskiq documents using an in-memory broker to test tasks without connecting to a distributed broker.taskiq-python.github.io · 30 Sept 2026
Scale limitation: The ZeroMQ broker documentation recommends one worker process because multiple worker processes may each execute the same task.taskiq-python.github.io · 30 Sept 2026
Scheduling limitation: The scheduler sends scheduled tasks to a broker but does not execute them, and the documentation advises running only one scheduler instance.taskiq-python.github.io · 30 Sept 2026
Project limitation: Taskiq is not a drop-in replacement for other task managers and the documentation says it does not work for fully synchronous projects.taskiq-python.github.io · 30 Sept 2026
License: The project homepage identifies Taskiq as MIT licensed.taskiq-python.github.io · 30 Sept 2026
Support: The contribution guide directs people needing help to open an issue, start a discussion, or publish a draft pull request with their question.taskiq-python.github.io · 30 Sept 2026
Purpose: Taskiq is a library for sending and processing Python functions in a distributed manner.taskiq-python.github.io · 1 Oct 2026
Async execution: Taskiq can run both synchronous and asynchronous functions.taskiq-python.github.io · 1 Oct 2026
Extensibility: Taskiq is modular, with replaceable components and support for implementing custom brokers or middleware.taskiq-python.github.io · 1 Oct 2026
Typing: Taskiq provides type hints and strongly typed functionality with autocompletion support.taskiq-python.github.io · 1 Oct 2026
CLI: The core library includes a command-line interface with worker and scheduler commands.taskiq-python.github.io · 1 Oct 2026
Broker integrations: Official broker integrations include RabbitMQ, Redis, NATS, SQS and Kafka.taskiq-python.github.io · 1 Oct 2026
Result backends: Official result backends include Redis, NATS and S3, while third-party options include PostgreSQL, S3 and YDB.taskiq-python.github.io · 1 Oct 2026
Scheduling: Taskiq supports cron and time-based task scheduling through TaskiqScheduler and schedule sources.taskiq-python.github.io · 1 Oct 2026
FastAPI integration: The taskiq-fastapi library enables reuse of FastAPI dependencies in Taskiq tasks.taskiq-python.github.io · 1 Oct 2026
AioHTTP integration: The taskiq-aiohttp library enables reuse of AioHTTP application dependencies in Taskiq tasks.taskiq-python.github.io · 1 Oct 2026
Local broker limit: InMemoryBroker is intended for local development and cannot be used in a real-world networked scenario.taskiq-python.github.io · 1 Oct 2026
ZeroMQ limit: ZeroMQBroker is suitable for small projects with only one worker process because multiple workers can execute each task repeatedly.taskiq-python.github.io · 1 Oct 2026
Synchronous-project limit: The documentation says Taskiq does not work for fully synchronous projects and recommends Celery or Dramatiq for them.taskiq-python.github.io · 1 Oct 2026
License and Python: The core taskiq package is MIT licensed and requires Python 3.10 or newer.github.com · 1 Oct 2026