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Best Task Queue Software in 2026

Task queue software lets applications hand off work for processing outside the immediate request, including jobs that need retries or scheduled execution. Compare deployment model, official SDK languages and maximum payload size alongside custom retry policy and dead-letter queue support. Scheduled jobs may be important for work that should run later; free-plan availability and paid-from pricing add cost considerations. IronWorker, Faktory and Inngest are among the entries. Think about how your application should handle failed work, which languages fit your stack, and what payloads your jobs need to carry. The listed criteria help you compare queue behavior and deployment fit.

  1. 1

    Gearman

    Free plan Open source APILinuxMac+2

    Choose Gearman if you need a free, self-hosted framework for routing jobs among clients, job servers, and workers, with support for multiple languages and job server failover.

    9.1 Free plan Visit site
  2. 2

    Graphile Worker

    Free plan Open source APILinuxMac+2

    Graphile Worker combines PostgreSQL-backed jobs, scheduling, and retry behavior in a self-hosted package.

    9.0 Open source Visit site
  3. 3

    Hangfire

    Free plan Open source APILinuxSelf-hosted+2

    Hangfire provides background job processing, persistent storage, and a dashboard for .NET applications. Its Core is free, while Pro and Ace add features through paid plans.

    9.0 Free plan · paid from $500/yr Visit site
  4. 4

    Inngest

    Free plan Open source APILinuxMac+3

    Inngest provides durable execution, observability, and flow controls for asynchronous workflows.

    8.9 Free plan · paid from $99/mo Visit site
  5. 5

    Celery

    Free plan APILinuxMac+1

    Celery offers a self-hosted queue with scheduling, worker management, and several documented transports. Teams should account for broker-specific capability limits and the project's security guidance.

    7.6 Open source Visit site
  6. 6

    beanstalkd

    Free plan LinuxMacSelf-hosted

    Beanstalkd provides a straightforward queue model with tubes, blocking reservations, and optional binlog recovery.

    7.5 Free plan Visit site
  7. 7

    Django Q2

    Free plan LinuxMacSelf-hosted+1

    Django Q2 brings task execution, scheduling, and monitoring into a Django-oriented application, with several broker choices. Confirm that its supported Python and Django versions fit your project.

    7.5 Open source Visit site
  8. 8

    Faktory

    Free plan LinuxMacSelf-hosted+1

    Faktory pairs persistent job storage with a web UI and worker bindings across many languages.

    7.5 Free plan · paid from $299/mo Visit site
  9. 9

    Asynq

    Free plan APISelf-hosted

    Asynq provides task queueing and worker processing for Go applications backed by Redis, with scheduling and operational controls.

    7.4 Open source Visit site
  10. 10

    Agenda

    Free plan API

    Choose Agenda if you need a self-hosted Node.js job scheduler with configurable execution and a choice of storage backends.

    7.3 Free plan Visit site
  11. 11

    Google Tasks

    Free plan AndroidiPhoneWeb

    Google Tasks covers recurring reminders, lists, subtasks, and selected collaboration features at no charge. Note that it requires internet access and shared-document task assignment is plan-limited.

    7.3 Free plan Visit site
  12. 12

    Hatchet

    Free plan APILinuxSelf-hosted+1

    Choose Hatchet if you need durable workflow execution, controls for retries and scheduling, and options to self-host the orchestration engine.

    7.3 Free plan · paid from $10 Visit site
  13. 13

    IronWorker

    Free plan APILinuxSelf-hosted+2

    IronWorker combines queued task execution, scheduling, and multiple deployment choices for custom background work.

    7.3 Free plan · paid from $169/mo · 14-day trial Visit site
  14. 14

    pg-boss

    Free plan APILinuxSelf-hosted+1

    pg-boss provides scheduling and queue controls within a PostgreSQL-based setup. Account for its runtime and database requirements, and make handlers safe for possible repeated delivery.

    7.2 Free plan Visit site
  15. 15

    Procrastinate

    Free plan APILinuxMac+2

    Procrastinate covers scheduling, retries, and lock-based job ordering for Python applications using PostgreSQL.

    7.2 Open source Visit site
  16. 16

    BullMQ

    Free plan Self-hosted

    BullMQ provides scheduling, retries, job flows, rate controls, and monitoring for distributed background work.

    7.1 Free plan · paid from $139/mo Visit site
  17. 17

    Delayed Job

    Free plan Self-hosted

    Delayed Job provides queueing, scheduling, and retry controls for background work in a self-hosted package.

    7.1 Open source Visit site
  18. 18

    Dramatiq

    Free plan LinuxSelf-hostedWindows

    Dramatiq provides task queuing, retries, scheduling, workflow composition, and testing tools for Python projects. Review broker, deployment, and message-format requirements before adopting it.

    7.1 Open source Visit site
  19. 19

    GoodJob

    Free plan Self-hostedWeb

    GoodJob provides a wide range of job-processing controls for Rails applications using PostgreSQL.

    7.1 Open source Visit site
  20. 20

    JobRunr

    Free plan APISelf-hostedWeb

    JobRunr combines JVM job scheduling with a free OSS plan and paid capabilities for queues, workflows, and larger deployments.

    7.1 Free plan · paid from €850/mo Visit site
  21. 21

    Bee-Queue

    Free plan APISelf-hosted

    Bee-Queue provides core Redis-backed job processing for Node.js, including scheduling, retries, and event reporting.

    7.0 Open source Visit site
  22. 22

    Huey

    Free plan Self-hosted

    Huey provides scheduling, retries, task controls, and workflow composition for Python projects, with framework integrations and multiple worker models.

    6.9 Open source Visit site
  23. 23

    RQ (Redis Queue)

    Free plan APILinuxSelf-hosted

    Choose RQ if you need a free, self-hosted Python queue with scheduling, retries and worker-based execution.

    6.9 Free plan Visit site
  24. 24

    Machinery

    Free plan Self-hosted

    Machinery provides a broad queue and workflow feature set in a self-hosted Go library with no listed cost. Broker, result-backend, inspection, and JSON constraints should shape deployment choices.

    6.8 Free plan Visit site
  25. 25

    Oban

    Free plan Self-hosted

    Oban offers a free foundation and paid features for workflow recovery and cluster-wide job controls. Choose a plan with its application limit and the Open Source feature exclusions in mind.

    6.8 Free plan · paid from $135/mo (annual) Visit site

#1Places #1, #2, #3, #4, #5 on this list can be bought by the makers of the software on it. See the price

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