Taskiq

Windows · Mac · Linux · Self-hosted

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Freedom report

Two barsScore 5.6

Free tierNo free tier on record
Open codeNo open-source code on record
Runs widely3 of 6 device platforms
DocumentedPlans, terms and facts published

Taskiq is ranked #16 of 37 in task queue software on Freedom251. It runs on Linux, macOS, Self-hosted, Windows.

Compared on task queue software

Free plan: Yes
Deployment model: self_hosted
Custom retry policy: Yes
Scheduled jobs: Yes
Dead-letter queue: Yes
Official SDK languages: Python

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The record

Purpose: Taskiq is a Python library for sending and processing Python functions in a distributed manner.
Async support: Taskiq supports async functions and can also run synchronous functions.
Extensibility: The core library provides brokers, a CLI, distributed-task functionality, and abstractions for extensions such as custom brokers and middleware.
Broker options: Officially supported broker packages include RabbitMQ, Redis, NATS, SQS, and Kafka options.
Result storage: Result backends can store task return values and execution times; official packages include Redis and NATS backends.
Scheduling: Taskiq supports scheduled tasks using cron, intervals, or specific times, with schedule sources including Redis and NATS options.
Retries: Its middleware includes retry options with retry limits, delays, jitter, exponential backoff, and exception-specific behavior.
Observability: Taskiq documents Prometheus metrics and OpenTelemetry tracing for workers.
Testing: Taskiq documents using an in-memory broker to test tasks without connecting to a distributed broker.
Scale limitation: The ZeroMQ broker documentation recommends one worker process because multiple worker processes may each execute the same task.
Scheduling limitation: The scheduler sends scheduled tasks to a broker but does not execute them, and the documentation advises running only one scheduler instance.
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.
License: The project homepage identifies Taskiq as MIT licensed.
Support: The contribution guide directs people needing help to open an issue, start a discussion, or publish a draft pull request with their question.

Where it ranks on Freedom251

Best Task Queue Software in 2026#16 of 37

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Sources

taskiq-python.github.io/guide/· checked 30 Sept 2026
taskiq-python.github.io· checked 30 Sept 2026
taskiq-python.github.io/available-components/brokers.html· checked 30 Sept 2026
taskiq-python.github.io/available-components/result-backends.ht· checked 30 Sept 2026
taskiq-python.github.io/available-components/schedule-sources.h· checked 30 Sept 2026
taskiq-python.github.io/available-components/middlewares.html· checked 30 Sept 2026
taskiq-python.github.io/guide/testing-taskiq.html· checked 30 Sept 2026
taskiq-python.github.io/guide/scheduling-tasks.html· checked 30 Sept 2026
taskiq-python.github.io/contrib.html· checked 30 Sept 2026
taskiq-python.github.io/guide/cli.html· checked 1 Oct 2026
taskiq-python.github.io/framework_integrations/taskiq-with-fast· checked 1 Oct 2026
taskiq-python.github.io/framework_integrations/taskiq-with-aioh· checked 1 Oct 2026