jagstargets

Free#46 of 46 in Workflow Management Software

jagstargets: A focused R package for managing JAGS sampling in reproducible targets pipelines. Ranked #46 of 46 in Workflow Management Software by our editors (4.6/10); pricing: Free plan; best for R users running JAGS pipeline workflows.

4.6/10★★☆☆☆Editor score

Visit rOpenSci

jagstargets4.6 Visit rOpenSci

At a glance

• Editor score
  4.6 / 10
• Pricing
  Free plan
• Best for
  R users running JAGS pipeline workflows
• Free plan
  Yes
• Paid from
  Free
• Facts checked
  24 Sep 2026

• Where it wins

  • Declares JAGS model code and input data as pipeline dependencies
  • Runs Bayesian sampling as targets and caches results
  • R helpers support reproducible, automated JAGS workflows

• Where it doesn't

  • Requires an R environment and familiarity with targets and JAGS
  • Focused on JAGS analyses rather than general workflow management
  • Documentation is the listed support channel

Our verdict on jagstargets

For R users who run Bayesian analyses with JAGS, jagstargets adds JAGS-specific steps to the targets pipeline framework. It is an open-source R package, not a hosted workflow service or standalone graphical application. Its audience is therefore people comfortable working in R who want to make JAGS models part of reproducible, automated pipelines; it is less suited to teams looking for a general-purpose workflow interface.

The package's core value is how it represents a JAGS analysis in a pipeline. Users can declare model code and input data as dependencies, then run JAGS Bayesian sampling as targets. The targets framework manages caching and reruns outdated steps, while jagstargets supplies constructors and R helper functions for defining those workflows. This makes the package a targeted fit when model sampling needs to sit alongside other pipeline steps, rather than being managed as a separate manual process.

jagstargets is open source and self-hosted in the sense that it is installed and run in an R environment; there are no commercial plans or usage quotas to consider. The trade-off is scope: it builds on targets and JAGS rather than replacing them or offering a broader workflow-management environment. Documentation is the listed support channel. Choose it if your work already uses R, targets, and JAGS and you need pipeline dependency tracking, caching, and reruns for those analyses. Look elsewhere if you need hosted workflow operations, a graphical application, or workflows beyond this specialized R and JAGS setup.

Your product? Our editors can test jagstargets in depth and publish a review, labelled as paid · from $149/mo →

jagstargets pricing

jagstargets fact sheet

jagstargets integrations

jagstargets lists 3 integrations on its own site.

• targets
• JAGS
• R

Alternatives to jagstargets

• ZapierBroad app connectivity and flexible workflows, with paid features starting at $19.99/month.9.4
• MakeVisual, multi-step automation for teams that need broad app connectivity.9.3
• Microsoft Power AutomateA Microsoft-centered automation suite with cloud flows, desktop RPA, approvals, and process mining.9.1

See all jagstargets alternatives →

Featured on iTechGuides

jagstargets is listed in our Workflow Management Software directory. Add the badge to your site — it links back to this page.

<a href="https://www.itechguides.com/products/jagstargets/"><img src="https://www.itechguides.com/best/badge/jagstargets.svg" alt="Featured on iTechGuides" width="230" height="46"></a>

Reviewed by iTechGuides Editors · Editorial team · Updated Sep 2026

Advertiser disclosure: iTechGuides is reader-supported. Vendors can pay for top positions in our rankings and for a place on other products' pages, and we may earn a commission when you click some links. Bought places stand at the number bought; this page and our disclosure say so. Paying vendors may get a fuller, more detailed review from our editors, and that review can change their score. How we rank.

Last updated 28 Sep 2026 · How we research and update