pr2database
The protist reference database keeps widening past the rRNA gene it was built on.
Comparison · Infra & APIs
goat vs prioritizr
A side-by-side editorial comparison of goat and prioritizr — release velocity, themes, recent moves, and the top alternatives to consider.
goat vs prioritizr: at a glance
What is goat?
A gene-set enrichment package that outgrew its human-only origins, then went quiet.
GOAT is a CRAN-published R package for gene set enrichment testing, now at 1.1.4. The visible arc runs from a 2024 beta through a first public CRAN release to a 1.1 line that broadened the package past human gene sets and added persistence for completed analyses. Recent releases are small: the newest ships an igraph handle on plot_network() plus bug fixes.
What is prioritizr?
Conservation planning absorbs the literature's target-setting rules as code.
prioritizr builds and solves systematic conservation planning problems, handing them to CBC, HiGHS, Gurobi or SYMPHONY. The last two years moved it onto the sf and terra spatial stack and rewrote its internals as R6 classes; the newest release adds a target-setting layer with seventeen named methods from the conservation literature, plus automatic penalty calibration. Solver control parameters and neighbour penalties arrive in the same release.
goat vs prioritizr: editorial side-by-side
goat
0.0INFRA · APIS
A gene-set enrichment package that outgrew its human-only origins, then went quiet.
◆ Current state
GOAT is a CRAN-published R package for gene set enrichment testing, now at 1.1.4. The visible arc runs from a 2024 beta through a first public CRAN release to a 1.1 line that broadened the package past human gene sets and added persistence for completed analyses. Recent releases are small: the newest ships an igraph handle on plot_network() plus bug fixes.
◆ Where it's heading
The substantive expansion happened in the 1.1 cycle; everything since has been maintenance and plotting ergonomics. Each release since 1.1 touches one function and returns something callers previously had to reconstruct, which reads as a package settling into a stable API and responding to individual user requests rather than pursuing new scope. The 13-month gap between 1.1.2 and 1.1.4 puts it firmly in low-cadence maintenance.
◆ Prediction
Expect continued point releases that expose internals from the plotting functions or refresh the bundled GO release, not new analysis capability. The entries give no signal of a planned 1.2.
prioritizr
0.0INFRA · APIS
Conservation planning absorbs the literature's target-setting rules as code.
◆ Current state
prioritizr builds and solves systematic conservation planning problems, handing them to CBC, HiGHS, Gurobi or SYMPHONY. The last two years moved it onto the sf and terra spatial stack and rewrote its internals as R6 classes; the newest release adds a target-setting layer with seventeen named methods from the conservation literature, plus automatic penalty calibration. Solver control parameters and neighbour penalties arrive in the same release.
◆ Where it's heading
The package keeps absorbing decisions that used to sit with the analyst. Targets were something you computed and passed in; now add_auto_targets() takes a method specification and the published rules from Jung, Rodrigues, Ward, Watson and Wilson are first-class objects. Penalty values were tuned by hand; calibrate_cohon_penalty() searches for them. The same instinct shows in exporting its validation helpers for other packages to vendor.
◆ Prediction
The deprecation of add_loglinear_targets() in favour of a spec function suggests the older manual target helpers are next to be folded into the same interface.
Alternatives to goat and prioritizr
Other Infra & APIs products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either goat or prioritizr.
ggalign
Composable aligned layouts, rebuilt on S7 while ggplot2 4.0 lands underneath.
jSDM
Joint species distribution models in Gibbs-sampled C++, quiet since 2023.
rsofun
An ecosystem model starts tracking carbon isotopes and land-use change.
usmap
Ten years in, US mapping splits its data out and finally adds Puerto Rico.
trackeR
Fitness-tracking analysis in slow maintenance, still absorbing upstream breakage.
See all goat alternatives → · See all prioritizr alternatives →
Recent activity from goat and prioritizr
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 6mo agogoatplot_network() now hands back the igraph object
- 9mo agoprioritizradd_auto_targets() brings 17 published target-setting methods ⚡
- 1y agogoatFix for a reduce_genesets() infinite loop
- 1y agogoatGene sets beyond human, and analyses you can reload ⚡
- 2y agoprioritizrDefault portfolio no longer shuffles the optimization problem
- 2y agogoatFirst public release, now on CRAN ⚡
- 2y agogoatplot_lollipop() gains barplots and an effect-size axis
- 2y agogoatBeta 0.9.5 tagged, with no changes described
- 3y agoprioritizrBoundary data rescaling reworked to avoid optimization artifacts
- 3y agoprioritizrMoves to sf and terra; internals rewritten as R6 classes ⚡
- 3y agoprioritizrmaptools, PBSmapping and rgeos dropped as dependencies
- 4y agoprioritizrVignette build fixes and lpsymphony remote setup
Frequently asked questions
What is the difference between goat and prioritizr?
They serve adjacent needs but don't currently overlap on shipped themes. goat and prioritizr are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is goat better than prioritizr?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. goat and prioritizr are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to goat?
Top goat alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "goat alternatives" section above for the current picks, or visit /alternatives/goat for the full list with editorial commentary on each.
What are the best alternatives to prioritizr?
Top prioritizr alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "prioritizr alternatives" section above for the current picks, or visit /alternatives/prioritizr for the full list with editorial commentary on each.