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Alternatives · analytics tools
edina alternatives
The best edina alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 16, 2026
Looking for the best alternatives to edina? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, edina 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 edina
A finished psychometric estimator kept alive by toolchain upkeep, not new modeling work.
edina is a single-purpose Rcpp/Armadillo implementation of the Exploratory DINA model, feature-complete since its 2020 debut. Its entire visible surface — estimation plus Q-matrix comparison across k values — has not changed in five years. The only 2025 activity is a maintenance release that raises the R, Rcpp and RcppArmadillo floors so the package still compiles.
Velocity 0.0 · Last update 34m ago
Top 12 alternatives to edina
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
A Swiss clinical-trial data reader that surfaces once every couple of years to clear check notes.
ANALYTICS
Brazil's flight-data package keeps working around what ANAC publishes and when.
ANALYTICS
A star-schema modelling package grew a query language, a deployment path, and then a map layer.
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A water-research lab's ODBC helper, still fighting Windows database drivers a decade in.
ANALYTICS
PACTA's loan-book matcher opened up to sector taxonomies other than its own.
ANALYTICS
PACTA's climate-alignment charting layer split prep from plotting, then settled into stable.
ANALYTICS
An ensemble sampler just admitted its walkers were barely talking to each other.
ANALYTICS
Australia's animal-tracking QC toolkit added a global 3-D ocean dataset, then spent two years absorbing upstream churn.
ANALYTICS
A segregation-analysis tool that keeps widening which pedigrees it can actually handle.
ANALYTICS
UNHCR's chart theme re-based itself on a new house standard, then lost its font pipeline to CRAN attrition.
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The tidying engine under gtsummary keeps widening its model coverage while retiring its own selector layer.
edina 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 |
|---|---|---|---|---|
| edina (baseline) | 0.0 | 0 | psychometricsr-packagemaintenance | EDINA model estimation with Q-matrix comparison arrives |
| edibble | 0.0 | 0 | experimental-designgrammar-of-designreproducibility | edibble 1.1.0 |
| secuTrialR | 0.0 | 0 | clinical-trialsdata-importcdms | — |
| flightsbr | 0.0 | 0 | open-dataaviationbrazil | — |
| rolap | 0.0 | 0 | olapstar-schemadata-warehousing | rolap 2.4.0 |
| kwb.db | 0.0 | 0 | database-accessodbcresearch-infrastructure | — |
| r2dii.match | 0.0 | 0 | climate-financeentity-matchingpacta | r2dii.match 0.3.0 |
| r2dii.plot | 0.0 | 0 | climate-financedata-visualizationpacta | r2dii.plot 0.4.0 |
| mcmcensemble | 0.0 | 0 | mcmcbayesian-inferenceensemble-sampling | Walker correlation bug fixed, changing results at any seed |
| remora | 0.0 | 0 | acoustic-telemetrymarine-sciencequality-control | remora 0.8-0 |
| segregatr | 0.0 | 0 | statistical-geneticspedigree-analysisvariant-classification | segregatr 0.3.0 |
| unhcrthemes | 0.0 | 0 | data-visualizationggplot2-themebrand-standards | Theme and palettes rebuilt on the 2025 UNHCR guidelines |
| broom.helpers | 0.0 | 0 | regression-tidyingr-packagegtsummary | broom.helpers 1.17.0 |
The 12 best edina alternatives, in depth
1. edibble · velocity 0.0
A grammar for experimental design that learned to compose designs and track its own provenance.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “edibble 1.1.0”.
Where edina leans on psychometrics, r package and maintenance, edibble focuses on experimental design, grammar of design and reproducibility.
edibble and edina have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
2. secuTrialR · velocity 0.0
A Swiss clinical-trial data reader that surfaces once every couple of years to clear check notes.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where edina leans on psychometrics, r package and maintenance, secuTrialR focuses on clinical trials, data import and cdms.
secuTrialR and edina have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full secuTrialR trajectory → · Compare edina vs secuTrialR →
3. flightsbr · velocity 0.0
Brazil's flight-data package keeps working around what ANAC publishes and when.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where edina leans on psychometrics, r package and maintenance, flightsbr focuses on open data, aviation and brazil.
flightsbr and edina have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
4. rolap · velocity 0.0
A star-schema modelling package grew a query language, a deployment path, and then a map layer.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “rolap 2.4.0”.
Where edina leans on psychometrics, r package and maintenance, rolap focuses on olap, star schema and data warehousing.
rolap and edina have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
5. kwb.db · velocity 0.0
A water-research lab's ODBC helper, still fighting Windows database drivers a decade in.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where edina leans on psychometrics, r package and maintenance, kwb.db focuses on database access, odbc and research infrastructure.
kwb.db and edina have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. r2dii.match · velocity 0.0
PACTA's loan-book matcher opened up to sector taxonomies other than its own.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “r2dii.match 0.3.0”.
Where edina leans on psychometrics, r package and maintenance, r2dii.match focuses on climate finance, entity matching and pacta.
r2dii.match and edina have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full r2dii.match trajectory → · Compare edina vs r2dii.match →
7. r2dii.plot · velocity 0.0
PACTA's climate-alignment charting layer split prep from plotting, then settled into stable.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “r2dii.plot 0.4.0”.
Where edina leans on psychometrics, r package and maintenance, r2dii.plot focuses on climate finance, data visualization and pacta.
r2dii.plot and edina have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full r2dii.plot trajectory → · Compare edina vs r2dii.plot →
8. mcmcensemble · velocity 0.0
An ensemble sampler just admitted its walkers were barely talking to each other.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Walker correlation bug fixed, changing results at any seed”.
Where edina leans on psychometrics, r package and maintenance, mcmcensemble focuses on mcmc, bayesian inference and ensemble sampling.
mcmcensemble and edina have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full mcmcensemble trajectory → · Compare edina vs mcmcensemble →
9. remora · velocity 0.0
Australia's animal-tracking QC toolkit added a global 3-D ocean dataset, then spent two years absorbing upstream churn.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “remora 0.8-0”.
Where edina leans on psychometrics, r package and maintenance, remora focuses on acoustic telemetry, marine science and quality control.
remora and edina have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
10. segregatr · velocity 0.0
A segregation-analysis tool that keeps widening which pedigrees it can actually handle.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “segregatr 0.3.0”.
Where edina leans on psychometrics, r package and maintenance, segregatr focuses on statistical genetics, pedigree analysis and variant classification.
segregatr and edina have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
11. unhcrthemes · velocity 0.0
UNHCR's chart theme re-based itself on a new house standard, then lost its font pipeline to CRAN attrition.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Theme and palettes rebuilt on the 2025 UNHCR guidelines”.
Where edina leans on psychometrics, r package and maintenance, unhcrthemes focuses on data visualization, ggplot2 theme and brand standards.
unhcrthemes and edina have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full unhcrthemes trajectory → · Compare edina vs unhcrthemes →
12. broom.helpers · velocity 0.0
The tidying engine under gtsummary keeps widening its model coverage while retiring its own selector layer.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “broom.helpers 1.17.0”.
Where edina leans on psychometrics, r package and maintenance, broom.helpers focuses on regression tidying, r package and gtsummary.
broom.helpers and edina have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full broom.helpers trajectory → · Compare edina vs broom.helpers →
Frequently asked questions
What are the best alternatives to edina?
The top edina alternatives we currently track in analytics tools are edibble, secuTrialR, flightsbr, rolap, kwb.db, ranked by recent ship velocity.
How is this list of edina alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare edina directly with one of these alternatives?
Yes — every card has a "Compare with edina" link to a side-by-side /compare page.