Best Task Queue Software 2026

Bee-Queue is a Redis-backed job queue for Node.js distributed workers and short jobs.

BullMQ is an open-source queue for Redis and PostgreSQL background jobs, with delayed and recurring schedules.

Machinery is a distributed task queue for Go with workers, scheduled tasks, and retries.

Resque is a Redis-backed Ruby library for background jobs, with multiple queues and a Sinatra monitoring front end.

Resque is a Ruby library for storing background jobs in Redis queues and processing them later.

Taskcluster is an open-source framework for task execution in customized CI and release processes.

WakaQ is a Redis-backed Python background task queue with priorities, schedules, and task broadcasting.

Asynq is a Go task queue backed by Redis, with retries and scheduled or periodic tasks.

Delayed Job is a database-backed priority queue for Ruby background tasks, including with Rails Active Job.

Agenda is a Node.js job scheduling library with cron and human-readable scheduling options.

arq is a Python job queue and RPC library using asyncio and Redis.