Graphile Worker suits developers building Node.js applications around PostgreSQL who need scheduled background jobs and retry behavior.
Free plan Open source From $25 a month WindowsMacLinuxAPISelf-hosted
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Best Task Queue Software 2026
Task queue software lets applications hand off work for processing beyond an immediate request. Compared on deployment model and official SDK languages, entries such as Google Tasks, IronWorker, and pg-boss can be considered in relation to your stack. Custom retry policies and dead-letter queues help distinguish the listed approaches to handling failed work, while scheduled jobs cover tasks intended for later execution. Maximum payload size is another factor to weigh. Check free-plan availability and paid-from pricing as well, then focus on the queue behaviors, SDKs, and deployment options that fit the work your application needs to process.
02
Hangfire
It suits developers operating background jobs in self-hosted .NET applications on Linux or Windows.
WebWindowsLinux+2 Record5.8 Visit
03
Inngest
Inngest suits developers building event-driven workflows, background jobs, or agents who need durable execution and traces.
WebWindowsMac+3 Record5.8 Visit
04
Gearman
Gearman suits developers building distributed, parallel, or load-balanced workloads across Linux, Windows, or self-hosted environments.
WindowsMacLinux+2 Record5.4 Visit
05
IronWorker
IronWorker suits teams that need to run scheduled or event-triggered background code, including for the listed media, ETL, notification, and email tasks.
WebWindowsLinux+2 Record5.4 Visit
6
Upstash QStash
WebAPI $180 a month Record5.1 Visit QStash suits developers who need scheduled or queued API message delivery, retry handling, or parallel endpoint delivery.
7
Faktory
WebMacLinux+1 $99 a month Record5.0 Visit Faktory may suit hobbyists and startups seeking its OSS edition, or companies with budgets considering Enterprise.
8
Google Tasks
AndroidiPhone & iPadWeb Free plan Record5.0 Visit Google Tasks suits people who want to manage personal or team to-dos inside Google apps.
9
Django Q2
WebMacLinux+1 Free plan Record4.9 Visit Django Q2 suits Django developers who need asynchronous task execution, job scheduling, and monitoring.
10
JobRunr
WebAPISelf-hosted €1,200 a year Record4.9 Visit JobRunr suits Java developers who need background processing and scheduled jobs on the JVM.
11
Sidekiq
APISelf-hosted $995 a year Record4.8 Visit The maker lists OSS for hobbyists, Pro for small businesses, and Enterprise for medium to large companies.
12
Trigger.dev
WebAPISelf-hosted $10 a month Record4.8 Visit It suits developers building long-running workflows or AI agents in TypeScript, JavaScript, Node.js, Bun, or Python.
13
Hatchet
WebLinuxAPI+1 Free plan Record4.7 Visit Hatchet is aimed at developers building AI agents, durable workflows, or background tasks.
14
pg-boss
WebLinuxAPI+1 Free plan Record4.7 Visit It suits teams already using PostgreSQL who want background jobs without operating another system.
17
River
WebSelf-hosted $125 a month, billed yearly Record4.6 Visit River suits Go developers who need database-backed background jobs and transactional enqueueing.
20
Celery
MacLinuxAPI+1 Free plan Record4.5 Visit Celery suits Python developers who need a self-hosted queue for distributed task execution or scheduling.
22
RQ (Redis Queue)
LinuxAPISelf-hosted Free plan Record4.5 Visit RQ suits Python developers who need self-hosted background job processing backed by Redis or Valkey.
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