ANALYTICS
vellumplot tags its first release with a bet most R grammars don't make: the static figure and the widget are the same object.
Alternatives · analytics tools
gtsummary alternatives
The best gtsummary alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 15, 2026
Looking for the best alternatives to gtsummary? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, gtsummary 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 gtsummary
gtsummary is quietly rebuilding itself around analysis results data, one table verb at a time.
gtsummary builds publication-ready summary, regression and survival tables for clinical and epidemiological work. Across this window it has grown in two directions at once: table composition primitives — splitting tables by rows and columns, stacking with labeled IDs, nested strata stacks, flexible merge columns — and a steadily deepening ARD layer, where tbl_ard_* functions, gather_ard() and the hierarchical table family expose the underlying analysis results data as a first-class object.
Velocity 0.0 · Last update 1h ago
Top 12 alternatives to gtsummary
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
After two and a half years dormant, mizer shipped three major versions in seven weeks.
ANALYTICS
vellum's bugs are now found by using it, not testing it — the downstream grammar is doing the QA.
ANALYTICS
distributions3 changes hands to Achim Zeileis, and a moment calculation bug goes with it.
ANALYTICS
stringi has spent two years on build hardening since its Unicode 15.1 reset.
ANALYTICS
affiner is quietly turning a grid transformation helper into a small computational geometry library.
ANALYTICS
ageproR spent two years chasing a moving file format, then added the recruitment models that justify the effort.
ANALYTICS
ledger adds a Rust toolchain fallback, so beancount imports work whether or not the Python tooling is installed.
ANALYTICS
gridpattern keeps widening its catalogue, and the newest patterns finally use the device's own line rendering.
ANALYTICS
distributional taught + and - to work on any pair of distributions, closing the algebra it started with.
ANALYTICS
An outside audit against Stata found seven errors in ardlverse's panel estimator, including regressions with no intercept.
ANALYTICS
weird rebuilt itself on distributional objects, and now the anomaly tooling composes with everything else.
gtsummary 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 |
|---|---|---|---|---|
| gtsummary (baseline) | 0.0 | 0 | clinical-tablesanalysis-results-dataregression-summaries | — |
| vellumplot | 6.3 | 1 | r-graphicsgrammar-of-graphicsaccessibility | First tagged release: one spec compiles to PNG, SVG, tagged PDF and a widget |
| mizer | 5.0 | 0 | size-spectrum-modellingmarine-ecologynumerical-methods | Diffusion enters the McKendrick-von Foerster equation, ending a two-year gap |
| vellum | 5.0 | 0 | r-graphicsrendering-enginelinting | — |
| distributions3 | 2.5 | 0 | r-packageprobability-distributionsstatistical-modelling | — |
| stringi | 2.5 | 0 | unicodeicubuild-portability | ICU 74.1 bundle lands; Solaris support dropped |
| affiner | 0.0 | 0 | r-packagecomputational-geometrygrid-graphics | — |
| ageproR | 0.0 | 0 | fisheries-sciencestock-assessmentr-package | Four recruitment models added, including autocorrelated lognormal error |
| r-ledger | 0.0 | 0 | plain-text-accountingr-packagebeancount | — |
| gridpattern | 0.0 | 0 | r-graphicspattern-fillsgrid | — |
| distributional | 0.0 | 0 | r-packageprobability-distributionsdistribution-arithmetic | Distribution arithmetic: FFT convolution behind the + and - operators |
| ardlverse | 0.0 | 0 | econometricspanel-dataardl | — |
| weird | 0.0 | 0 | anomaly-detectionr-packagedistributional | — |
The 12 best gtsummary alternatives, in depth
1. vellumplot · velocity 6.3
Vellumplot tags its first release with a bet most R grammars don't make: the static figure and the widget are the same object.
Over the last 30 days vellumplot shipped 1 meaningful update vs gtsummary's 0, most recently “First tagged release: one spec compiles to PNG, SVG, tagged PDF and a widget”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where gtsummary leans on clinical tables, analysis results data and regression summaries, vellumplot focuses on r graphics, grammar of graphics and accessibility.
Over the last 30 days vellumplot has been shipping faster than gtsummary — a point in its favour if release momentum matters to you.
Full vellumplot trajectory → · Compare gtsummary vs vellumplot →
2. mizer · velocity 5.0
After two and a half years dormant, mizer shipped three major versions in seven weeks.
Its velocity score of 5.0/10 reflects longer-term release cadence; its most recent meaningful update was “Diffusion enters the McKendrick-von Foerster equation, ending a two-year gap”.
Where gtsummary leans on clinical tables, analysis results data and regression summaries, mizer focuses on size spectrum modelling, marine ecology and numerical methods.
mizer and gtsummary have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
3. vellum · velocity 5.0
Vellum's bugs are now found by using it, not testing it — the downstream grammar is doing the QA.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where gtsummary leans on clinical tables, analysis results data and regression summaries, vellum focuses on r graphics, rendering engine and linting.
vellum and gtsummary have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
4. distributions3 · velocity 2.5
Distributions3 changes hands to Achim Zeileis, and a moment calculation bug goes with it.
Its velocity score of 2.5/10 reflects longer-term release cadence.
Where gtsummary leans on clinical tables, analysis results data and regression summaries, distributions3 focuses on r package, probability distributions and statistical modelling.
distributions3 and gtsummary have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full distributions3 trajectory → · Compare gtsummary vs distributions3 →
5. stringi · velocity 2.5
Stringi has spent two years on build hardening since its Unicode 15.1 reset.
Its velocity score of 2.5/10 reflects longer-term release cadence; its most recent meaningful update was “ICU 74.1 bundle lands; Solaris support dropped”.
Where gtsummary leans on clinical tables, analysis results data and regression summaries, stringi focuses on unicode, icu and build portability.
stringi and gtsummary have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. affiner · velocity 0.0
Affiner is quietly turning a grid transformation helper into a small computational geometry library.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where gtsummary leans on clinical tables, analysis results data and regression summaries, affiner focuses on r package, computational geometry and grid graphics.
affiner and gtsummary have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. ageproR · velocity 0.0
AgeproR spent two years chasing a moving file format, then added the recruitment models that justify the effort.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Four recruitment models added, including autocorrelated lognormal error”.
Where gtsummary leans on clinical tables, analysis results data and regression summaries, ageproR focuses on fisheries science, stock assessment and r package.
ageproR and gtsummary have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
8. r-ledger · velocity 0.0
Ledger adds a Rust toolchain fallback, so beancount imports work whether or not the Python tooling is installed.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where gtsummary leans on clinical tables, analysis results data and regression summaries, r-ledger focuses on plain text accounting, r package and beancount.
r-ledger and gtsummary have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full r-ledger trajectory → · Compare gtsummary vs r-ledger →
9. gridpattern · velocity 0.0
Gridpattern keeps widening its catalogue, and the newest patterns finally use the device's own line rendering.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where gtsummary leans on clinical tables, analysis results data and regression summaries, gridpattern focuses on r graphics, pattern fills and grid.
gridpattern and gtsummary have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full gridpattern trajectory → · Compare gtsummary vs gridpattern →
10. distributional · velocity 0.0
Distributional taught + and - to work on any pair of distributions, closing the algebra it started with.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Distribution arithmetic: FFT convolution behind the + and - operators”.
Where gtsummary leans on clinical tables, analysis results data and regression summaries, distributional focuses on r package, probability distributions and distribution arithmetic.
distributional and gtsummary have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full distributional trajectory → · Compare gtsummary vs distributional →
11. ardlverse · velocity 0.0
An outside audit against Stata found seven errors in ardlverse's panel estimator, including regressions with no intercept.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where gtsummary leans on clinical tables, analysis results data and regression summaries, ardlverse focuses on econometrics, panel data and ardl.
ardlverse and gtsummary have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full ardlverse trajectory → · Compare gtsummary vs ardlverse →
12. weird · velocity 0.0
Weird rebuilt itself on distributional objects, and now the anomaly tooling composes with everything else.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where gtsummary leans on clinical tables, analysis results data and regression summaries, weird focuses on anomaly detection, r package and distributional.
weird and gtsummary 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 gtsummary?
The top gtsummary alternatives we currently track in analytics tools are vellumplot, mizer, vellum, distributions3, stringi, ranked by recent ship velocity.
How is this list of gtsummary alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare gtsummary directly with one of these alternatives?
Yes — every card has a "Compare with gtsummary" link to a side-by-side /compare page.