ANALYTICS
comtradr's 1.0 line is a long tail of patches against a brittle UN trade API.
Alternatives · analytics tools
ggpubr alternatives
The best ggpubr alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 13, 2026
Looking for the best alternatives to ggpubr? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, ggpubr shipped 0 meaningful updates in the last 30 days and carries a velocity score of 0.0 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About ggpubr
ggpubr reached 1.0.0 with p-value formatting presets for specific journals
ggpubr adds publication-ready statistics and annotation to ggplot2. Two releases define its capability: 0.5.0 introduced the stat_*_test family and geom_pwc() for pairwise comparison brackets, and 1.0.0 added p-value formatting presets matching named journal house styles. In between, most releases are ggplot2 and dplyr deprecation chasing.
Velocity 0.0 · Last update 1h ago
Top 12 alternatives to ggpubr
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
bbotk is generalizing from an optimizer toolkit into an evaluation framework.
ANALYTICS
The easystats meta-package is install tooling wrapped around a relicensed ecosystem.
ANALYTICS
discrim settled into a thin engine shim after handing its model definitions to parsnip.
ANALYTICS
dbparser shed its database and CSV writers to become just a DrugBank parser.
ANALYTICS
desirability2 is making multi-metric model selection a first-class tidymodels step.
ANALYTICS
crosstalk is frozen infrastructure: four releases in five years, mostly CRAN upkeep.
ANALYTICS
cmdstanr keeps adding fast approximations beside full HMC, and fighting Windows toolchains.
ANALYTICS
An htmlwidget whose release notes are mostly billboard.js version bumps, quiet since 2021.
ANALYTICS
bayesplot keeps widening its posterior-check catalogue while absorbing each ggplot2 break.
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Contribution-driven maintenance on a package whose last structural change was magick support.
ANALYTICS
pins keeps adding a storage backend per release while retiring its original API
ggpubr vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| ggpubr (baseline) | 0.0 | 0 | visualizationstatisticspublication | Journal-specific p-value formatting presets in 1.0.0 |
| comtradr | 2.5 | 0 | trade dataapi wrapperun comtrade | — |
| bbotk | 2.5 | 0 | black-box optimizationmlr3async execution | EvalInstance base class separates evaluation from optimization |
| easystats | 0.0 | 0 | r ecosystemmeta-packagestatistical reporting | Ecosystem relicensed to MIT; two new authors added |
| discrim | 0.0 | 0 | tidymodelsdiscriminant analysisparsnip extension | discrim_quad() added; package relicensed to MIT |
| dbparser | 0.0 | 0 | drugbankxml parsingbioinformatics | Persistence layer dropped; parsers now return a dvobject |
| desirability2 | 0.0 | 0 | tidymodelsmulti-objective optimizationmodel selection | Desirability-based model selection added for tune |
| crosstalk | 0.0 | 0 | htmlwidgetslinked brushingr | — |
| cmdstanr | 0.0 | 0 | bayesian inferencestanapproximate inference | Laplace and Pathfinder inference methods added |
| billboarder | 0.0 | 0 | rhtmlwidgetscharting | — |
| bayesplot | 0.0 | 0 | bayesian workflowstanposterior predictive checks | — |
| animation | 0.0 | 0 | ranimationgif rendering | — |
| pins | 0.0 | 0 | data-versioningcloud-storagedatabricks | — |
The 12 best ggpubr alternatives, in depth
1. comtradr · velocity 2.5
Comtradr's 1.0 line is a long tail of patches against a brittle UN trade API.
Its velocity score of 2.5/10 reflects longer-term release cadence.
Where ggpubr leans on visualization, statistics and publication, comtradr focuses on trade data, api wrapper and un comtrade.
comtradr and ggpubr have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
2. bbotk · velocity 2.5
Bbotk is generalizing from an optimizer toolkit into an evaluation framework.
Its velocity score of 2.5/10 reflects longer-term release cadence; its most recent meaningful update was “EvalInstance base class separates evaluation from optimization”.
Where ggpubr leans on visualization, statistics and publication, bbotk focuses on black box optimization, mlr3 and async execution.
bbotk and ggpubr have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
3. easystats · velocity 0.0
The easystats meta-package is install tooling wrapped around a relicensed ecosystem.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Ecosystem relicensed to MIT; two new authors added”.
Where ggpubr leans on visualization, statistics and publication, easystats focuses on r ecosystem, meta package and statistical reporting.
easystats and ggpubr have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
4. discrim · velocity 0.0
Discrim settled into a thin engine shim after handing its model definitions to parsnip.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “discrim_quad() added; package relicensed to MIT”.
Where ggpubr leans on visualization, statistics and publication, discrim focuses on tidymodels, discriminant analysis and parsnip extension.
discrim and ggpubr have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
5. dbparser · velocity 0.0
Dbparser shed its database and CSV writers to become just a DrugBank parser.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Persistence layer dropped; parsers now return a dvobject”.
Where ggpubr leans on visualization, statistics and publication, dbparser focuses on drugbank, xml parsing and bioinformatics.
dbparser and ggpubr have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. desirability2 · velocity 0.0
Desirability2 is making multi-metric model selection a first-class tidymodels step.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Desirability-based model selection added for tune”.
Where ggpubr leans on visualization, statistics and publication, desirability2 focuses on tidymodels, multi objective optimization and model selection.
desirability2 and ggpubr have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full desirability2 trajectory → · Compare ggpubr vs desirability2 →
7. crosstalk · velocity 0.0
Crosstalk is frozen infrastructure: four releases in five years, mostly CRAN upkeep.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where ggpubr leans on visualization, statistics and publication, crosstalk focuses on htmlwidgets, linked brushing and r.
crosstalk and ggpubr have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
8. cmdstanr · velocity 0.0
Cmdstanr keeps adding fast approximations beside full HMC, and fighting Windows toolchains.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Laplace and Pathfinder inference methods added”.
Where ggpubr leans on visualization, statistics and publication, cmdstanr focuses on bayesian inference, stan and approximate inference.
cmdstanr and ggpubr have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
9. billboarder · velocity 0.0
An htmlwidget whose release notes are mostly billboard.js version bumps, quiet since 2021.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where ggpubr leans on visualization, statistics and publication, billboarder focuses on r, htmlwidgets and charting.
billboarder and ggpubr have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full billboarder trajectory → · Compare ggpubr vs billboarder →
10. bayesplot · velocity 0.0
Bayesplot keeps widening its posterior-check catalogue while absorbing each ggplot2 break.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where ggpubr leans on visualization, statistics and publication, bayesplot focuses on bayesian workflow, stan and posterior predictive checks.
bayesplot and ggpubr have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
11. animation · velocity 0.0
Contribution-driven maintenance on a package whose last structural change was magick support.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where ggpubr leans on visualization, statistics and publication, animation focuses on r, animation and gif rendering.
animation and ggpubr have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
12. pins · velocity 0.0
Pins keeps adding a storage backend per release while retiring its original API.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where ggpubr leans on visualization, statistics and publication, pins focuses on data versioning, cloud storage and databricks.
pins and ggpubr have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Frequently asked questions
What are the best alternatives to ggpubr?
The top ggpubr alternatives we currently track in analytics tools are comtradr, bbotk, easystats, discrim, dbparser, ranked by recent ship velocity.
How is this list of ggpubr alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare ggpubr directly with one of these alternatives?
Yes — every card has a "Compare with ggpubr" link to a side-by-side /compare page.