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A GPU-accelerated Bayesian GLM package buys its way into the standard R Bayesian toolchain
Alternatives · analytics tools
soilDB alternatives
The best soilDB alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 17, 2026
Looking for the best alternatives to soilDB? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, soilDB 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 soilDB
The R front door to USDA soil data finishes a long deprecation cleanup and turns local-first.
soilDB is the R access layer for USDA-NRCS soil data: NASIS local databases, Soil Data Access, SoilWeb coverage services, and a widening set of curated national grids. The 2.9.x line closed out a multi-release deprecation cycle — column aliases and stringsAsFactors are gone, R 4.1 is the floor, and the bundled sample profile collections were rebuilt against the new schema. Recent work has shifted from adding query functions to making existing ones faster and usable against local SQLite or GeoPackage copies.
Velocity 0.0 · Last update 50m ago
Top 12 alternatives to soilDB
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
A single-cell data store commits to Zarr v3 and range-readable hosting across four language surfaces
ANALYTICS
A trend-extraction toolkit grows a full decomposition engine, seasonal components and all.
ANALYTICS
The standard QTL mapping package in R opened its genome scan to user-supplied likelihood models.
ANALYTICS
The R client for Our World in Data found its search had been reading a tenth of the catalog.
ANALYTICS
Text analysis in R keeps optimising its token internals — and builds a path out to torch
ANALYTICS
The ModernDive teaching package learns to render inside the browser that runs its own textbook
ANALYTICS
The R client for PurpleAir sensors keeps finding its time-averaging was wrong.
ANALYTICS
A board game graphics package runs one of the most disciplined deprecation cycles in R.
ANALYTICS
The explainable-ensemble-tree package now measures whether its own explanations are faithful.
ANALYTICS
The discrete-data FDR package is being pared into one piece of a larger multiple-testing suite.
ANALYTICS
A scientific-text analysis package moved from counting citations to classifying argument structure.
soilDB 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 |
|---|---|---|---|---|
| soilDB (baseline) | 0.0 | 0 | soil-datausda-nasisssurgo | ROSETTA v2 lands as the deprecated NASIS aliases are removed |
| glmbayes | 6.3 | 1 | bayesian-statisticsgeneralized-linear-modelsopencl | OpenCL split out to nmathopencl; insight and bayestestR integration |
| lstar | 5.0 | 0 | single-cell-genomicszarrwasm | lstar 0.2.0 |
| trendseries | 3.8 | 1 | time-serieseconometricsr-package | Decomposition becomes a first-class operation, five methods deep |
| qtl2 | 2.5 | 0 | qtl-mappingstatistical-geneticsbioinformatics | A genome scan that takes your own likelihood function |
| r-owidapi | 2.5 | 0 | open-dataour-world-in-datar-package | — |
| quanteda | 2.5 | 0 | text-analysisnatural-language-processingr-package | CRAN v4.0 |
| moderndive | 2.5 | 0 | statistics-educationwebrregression | — |
| PurpleAir | 0.0 | 0 | air-qualitysensor-datar-package | — |
| piecepackr | 0.0 | 0 | board-gamesgraphicsr-package | — |
| e2tree | 0.0 | 0 | explainable-aiensemble-methodsdecision-trees | A significance-tested measure of explanation fidelity |
| discretefdr | 0.0 | 0 | multiple-testingfalse-discovery-ratediscrete-statistics | — |
| contentanalysis | 0.0 | 0 | text-analysisbibliometricsscientific-writing | Sentence-level rhetorical move classification arrives |
The 12 best soilDB alternatives, in depth
1. glmbayes · velocity 6.3
A GPU-accelerated Bayesian GLM package buys its way into the standard R Bayesian toolchain.
Over the last 30 days glmbayes shipped 1 meaningful update vs soilDB's 0, most recently “OpenCL split out to nmathopencl; insight and bayestestR integration”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where soilDB leans on soil data, usda nasis and ssurgo, glmbayes focuses on bayesian statistics, generalized linear models and opencl.
Over the last 30 days glmbayes has been shipping faster than soilDB — a point in its favour if release momentum matters to you.
2. lstar · velocity 5.0
A single-cell data store commits to Zarr v3 and range-readable hosting across four language surfaces.
Its velocity score of 5.0/10 reflects longer-term release cadence; its most recent meaningful update was “lstar 0.2.0”.
Where soilDB leans on soil data, usda nasis and ssurgo, lstar focuses on single cell genomics, zarr and wasm.
lstar and soilDB have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
3. trendseries · velocity 3.8
A trend-extraction toolkit grows a full decomposition engine, seasonal components and all.
Over the last 30 days trendseries shipped 1 meaningful update vs soilDB's 0, most recently “Decomposition becomes a first-class operation, five methods deep”. Its velocity score of 3.8/10 blends that with longer-term release cadence.
Where soilDB leans on soil data, usda nasis and ssurgo, trendseries focuses on time series, econometrics and r package.
Over the last 30 days trendseries has been shipping faster than soilDB — a point in its favour if release momentum matters to you.
Full trendseries trajectory → · Compare soilDB vs trendseries →
4. qtl2 · velocity 2.5
The standard QTL mapping package in R opened its genome scan to user-supplied likelihood models.
Its velocity score of 2.5/10 reflects longer-term release cadence; its most recent meaningful update was “A genome scan that takes your own likelihood function”.
Where soilDB leans on soil data, usda nasis and ssurgo, qtl2 focuses on qtl mapping, statistical genetics and bioinformatics.
qtl2 and soilDB have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
5. r-owidapi · velocity 2.5
The R client for Our World in Data found its search had been reading a tenth of the catalog.
Its velocity score of 2.5/10 reflects longer-term release cadence.
Where soilDB leans on soil data, usda nasis and ssurgo, r-owidapi focuses on open data, our world in data and r package.
r-owidapi and soilDB have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. quanteda · velocity 2.5
Text analysis in R keeps optimising its token internals — and builds a path out to torch.
Its velocity score of 2.5/10 reflects longer-term release cadence; its most recent meaningful update was “CRAN v4.0”.
Where soilDB leans on soil data, usda nasis and ssurgo, quanteda focuses on text analysis, natural language processing and r package.
quanteda and soilDB have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. moderndive · velocity 2.5
The ModernDive teaching package learns to render inside the browser that runs its own textbook.
Its velocity score of 2.5/10 reflects longer-term release cadence.
Where soilDB leans on soil data, usda nasis and ssurgo, moderndive focuses on statistics education, webr and regression.
moderndive and soilDB have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full moderndive trajectory → · Compare soilDB vs moderndive →
8. PurpleAir · velocity 0.0
The R client for PurpleAir sensors keeps finding its time-averaging was wrong.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where soilDB leans on soil data, usda nasis and ssurgo, PurpleAir focuses on air quality, sensor data and r package.
PurpleAir and soilDB have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
9. piecepackr · velocity 0.0
A board game graphics package runs one of the most disciplined deprecation cycles in R.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where soilDB leans on soil data, usda nasis and ssurgo, piecepackr focuses on board games, graphics and r package.
piecepackr and soilDB have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full piecepackr trajectory → · Compare soilDB vs piecepackr →
10. e2tree · velocity 0.0
The explainable-ensemble-tree package now measures whether its own explanations are faithful.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “A significance-tested measure of explanation fidelity”.
Where soilDB leans on soil data, usda nasis and ssurgo, e2tree focuses on explainable ai, ensemble methods and decision trees.
e2tree and soilDB have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
11. discretefdr · velocity 0.0
The discrete-data FDR package is being pared into one piece of a larger multiple-testing suite.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where soilDB leans on soil data, usda nasis and ssurgo, discretefdr focuses on multiple testing, false discovery rate and discrete statistics.
discretefdr and soilDB have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full discretefdr trajectory → · Compare soilDB vs discretefdr →
12. contentanalysis · velocity 0.0
A scientific-text analysis package moved from counting citations to classifying argument structure.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Sentence-level rhetorical move classification arrives”.
Where soilDB leans on soil data, usda nasis and ssurgo, contentanalysis focuses on text analysis, bibliometrics and scientific writing.
contentanalysis and soilDB have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full contentanalysis trajectory → · Compare soilDB vs contentanalysis →
Frequently asked questions
What are the best alternatives to soilDB?
The top soilDB alternatives we currently track in analytics tools are glmbayes, lstar, trendseries, qtl2, r-owidapi, ranked by recent ship velocity.
How is this list of soilDB alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare soilDB directly with one of these alternatives?
Yes — every card has a "Compare with soilDB" link to a side-by-side /compare page.