← Back to analytics tools
Alternatives · analytics tools

tidytab alternatives

The best tidytab alternatives in analytics tools, ranked by Sparkpulse's velocity_score.

Updated Aug 15, 2026

Looking for the best alternatives to tidytab? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, tidytab 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 tidytab

A young tabulation helper whose first releases are all dependency modernisation

tidytab is a small R package for tidyverse-style tabulation, three releases into its public life. Nothing so far has added functionality: 0.2.0 fixed a cumulative-percentage calculation and moved to the base R pipe, and 0.3.0 swapped a retired purrr function for tidyr::expand_grid. The one substantive user-facing item in the history is the cumulative percentage fix.

Velocity 0.0 · Last update 1h ago

Read the full tidytab trajectory →

Top 12 alternatives to tidytab

Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.

Browse all analytics tools products →

tidytab 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.

ProductVelocitySparks · 30dFocus areasLatest release
tidytab (baseline)0.00tidyversetabulationr-package
paleobuddy0.00phylogeneticsdiversificationfossil-recordpaleobuddy 1.1.0 adds SSE trait-dependent simulation
geodist0.00geospatialdistance-calculationzero-dependency
errors0.00uncertainty-propagationmeasurementr-quantities
CMAQ0.00air-qualityatmospheric-modelingepaCMAQ 5.5 adds global simulation coupled to MPAS-A
enpls0.00partial-least-squaresensemble-learningchemometrics
grex0.00gtexgene-annotationbioinformatics
protr0.00proteomicssequence-descriptorsbioconductor
seriation0.00seriationmatrix-reorderingoptimizationseriation 1.5.0 adds seriate_best and parallel repeated search
arulesViz0.00association-rulesvisualizationggplot2
EvoPhylo0.00phylogeneticsbayesian-inferencebeast2
treespace0.00phylogeneticstransmission-treescran-compliance
Rpath0.00ecosystem-modelingfisheriesmass-balanceRpath 1.1.0 imports EwE .eiixml models and estimates P/B

The 12 best tidytab alternatives, in depth

1. paleobuddy · velocity 0.0

Paleobuddy can now simulate trait-dependent diversification, not just birth-death.

Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “paleobuddy 1.1.0 adds SSE trait-dependent simulation”.

Where tidytab leans on tidyverse, tabulation and r package, paleobuddy focuses on phylogenetics, diversification and fossil record.

paleobuddy and tidytab have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.

2. geodist · velocity 0.0

Geodist stays dependency-free and fast, and warns you when 'cheap' distances stop being honest.

Its velocity score of 0.0/10 reflects longer-term release cadence.

Where tidytab leans on tidyverse, tabulation and r package, geodist focuses on geospatial, distance calculation and zero dependency.

geodist and tidytab have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.

3. errors · velocity 0.0

Errors keeps making uncertainty print the way each scientific field expects.

Its velocity score of 0.0/10 reflects longer-term release cadence.

Where tidytab leans on tidyverse, tabulation and r package, errors focuses on uncertainty propagation, measurement and r quantities.

errors and tidytab have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.

4. CMAQ · velocity 0.0

CMAQ went global in v5.5, and has been patching that surface ever since.

Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “CMAQ 5.5 adds global simulation coupled to MPAS-A”.

Where tidytab leans on tidyverse, tabulation and r package, CMAQ focuses on air quality, atmospheric modeling and epa.

CMAQ and tidytab have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.

5. enpls · velocity 0.0

Enpls has not changed its statistics since 2016 — only its website, twice.

Its velocity score of 0.0/10 reflects longer-term release cadence.

Where tidytab leans on tidyverse, tabulation and r package, enpls focuses on partial least squares, ensemble learning and chemometrics.

enpls and tidytab have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.

6. grex · velocity 0.0

Grex is a lookup table with a version number — it ships when the annotation moves.

Its velocity score of 0.0/10 reflects longer-term release cadence.

Where tidytab leans on tidyverse, tabulation and r package, grex focuses on gtex, gene annotation and bioinformatics.

grex and tidytab have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.

7. protr · velocity 0.0

Protr's feature set is finished; the work now is surviving Bioconductor's churn.

Its velocity score of 0.0/10 reflects longer-term release cadence.

Where tidytab leans on tidyverse, tabulation and r package, protr focuses on proteomics, sequence descriptors and bioconductor.

protr and tidytab have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.

8. seriation · velocity 0.0

Seriation stopped shipping algorithms and started shipping a way to pick between them.

Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “seriation 1.5.0 adds seriate_best and parallel repeated search”.

Where tidytab leans on tidyverse, tabulation and r package, seriation focuses on seriation, matrix reordering and optimization.

seriation and tidytab have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.

9. arulesViz · velocity 0.0

ArulesViz finished its move to ggplot2 and has been coasting on maintenance since.

Its velocity score of 0.0/10 reflects longer-term release cadence.

Where tidytab leans on tidyverse, tabulation and r package, arulesViz focuses on association rules, visualization and ggplot2.

arulesViz and tidytab have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.

10. EvoPhylo · velocity 0.0

EvoPhylo added BEAST2 alongside MrBayes, then went quiet for two years.

Its velocity score of 0.0/10 reflects longer-term release cadence.

Where tidytab leans on tidyverse, tabulation and r package, EvoPhylo focuses on phylogenetics, bayesian inference and beast2.

EvoPhylo and tidytab have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.

11. treespace · velocity 0.0

Treespace ships once every year or two, and only when CRAN or a user forces it.

Its velocity score of 0.0/10 reflects longer-term release cadence.

Where tidytab leans on tidyverse, tabulation and r package, treespace focuses on phylogenetics, transmission trees and cran compliance.

treespace and tidytab have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.

12. Rpath · velocity 0.0

Rpath 1.1.0 learns to read Ecopath's own files, easing migration off the desktop tool.

Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Rpath 1.1.0 imports EwE .eiixml models and estimates P/B”.

Where tidytab leans on tidyverse, tabulation and r package, Rpath focuses on ecosystem modeling, fisheries and mass balance.

Rpath and tidytab 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 tidytab?

The top tidytab alternatives we currently track in analytics tools are paleobuddy, geodist, errors, CMAQ, enpls, ranked by recent ship velocity.

How is this list of tidytab alternatives ranked?

Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.

Can I compare tidytab directly with one of these alternatives?

Yes — every card has a "Compare with tidytab" link to a side-by-side /compare page.