ANALYTICS
A choice-based IRT model published once in 2019 and kept compiling ever since
Alternatives · analytics tools
r2dii.analysis alternatives
The best r2dii.analysis alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 16, 2026
Looking for the best alternatives to r2dii.analysis? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, r2dii.analysis 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 r2dii.analysis
The climate-alignment maths behind PACTA, now stable and maintained rather than reshaped
r2dii.analysis computes the target-setting side of PACTA: market-share and sectoral decarbonisation targets that measure a loan book or portfolio against climate scenarios. It sits downstream of the matched company data the sibling packages produce. The 0.5.0 release declared it lifecycle-stable and handed maintenance to a new lead, and releases since have been narrow corrections rather than new methods.
Velocity 0.0 · Last update 28m ago
Top 12 alternatives to r2dii.analysis
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
The R engine behind MetaboAnalyst closes the gap from raw spectra to biological interpretation
ANALYTICS
Rebuilding SAS's formatting layer in R, one format specification at a time
ANALYTICS
Standardised coefficients for models where standardising everything is wrong — but the feed only links out
ANALYTICS
Stream-network spatial models learning to run on data that no longer fits in memory
ANALYTICS
Bioconductor's installer, frozen at 1.30.x and tuned almost entirely through environment variables
ANALYTICS
Decision curve analysis, settled since 2022 and now moving only when its neighbours do
ANALYTICS
The config-authoring half of hubverse, pinned to whatever the schema is doing this quarter
ANALYTICS
The animal-movement HMM workhorse, feature-frozen since 2021 and coasting on compiler patches
ANALYTICS
A base-R utility belt that grows one small function at a time, on no particular schedule
ANALYTICS
A cross-validation guard that refuses to run random CV on dependent data unless you insist
ANALYTICS
A single-algorithm root-finder that finished its job in 2022 and has been idling since
r2dii.analysis 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 |
|---|---|---|---|---|
| r2dii.analysis (baseline) | 0.0 | 0 | climate-financeportfolio-alignmentpacta | — |
| cIRT | 0.0 | 0 | item-response-theorypsychometricsrcpparmadillo | — |
| MetaboAnalystR | 0.0 | 0 | metabolomicsexposomicslc-ms | MetaboAnalystR 4.2: a unified LC-MS/MS workflow for global metabolomics and exposomics |
| fmtr | 0.0 | 0 | sas-paritydata-formattingclinical-reporting | — |
| betaselectr | 0.0 | 0 | standardised-coefficientsregressionpsychometrics | — |
| SSN2 | 0.0 | 0 | spatial-statisticsstream-networkskriging | — |
| BiocManager | 0.0 | 0 | bioconductorpackage-managementci-automation | — |
| dcurves | 0.0 | 0 | clinical-predictiondecision-analysisnet-benefit | — |
| hubAdmin | 0.0 | 0 | forecast-hubsjson-schemaconfig-validation | — |
| momentuHMM | 0.0 | 0 | movement-ecologyhidden-markov-modelstelemetry | — |
| common | 0.0 | 0 | r-utilitiesbase-r-extensionsinfix-operators | — |
| BORG | 0.0 | 0 | cross-validationspatial-statisticsmodel-validation | Random CV blocked by default when dependence is detected |
| itp | 0.0 | 0 | numerical-methodsroot-findingrcpp | — |
The 12 best r2dii.analysis alternatives, in depth
1. cIRT · velocity 0.0
A choice-based IRT model published once in 2019 and kept compiling ever since.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where r2dii.analysis leans on climate finance, portfolio alignment and pacta, cIRT focuses on item response theory, psychometrics and rcpparmadillo.
cIRT and r2dii.analysis have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
2. MetaboAnalystR · velocity 0.0
The R engine behind MetaboAnalyst closes the gap from raw spectra to biological interpretation.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “MetaboAnalystR 4.2: a unified LC-MS/MS workflow for global metabolomics and exposomics”.
Where r2dii.analysis leans on climate finance, portfolio alignment and pacta, MetaboAnalystR focuses on metabolomics, exposomics and lc ms.
MetaboAnalystR and r2dii.analysis have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full MetaboAnalystR trajectory → · Compare r2dii.analysis vs MetaboAnalystR →
3. fmtr · velocity 0.0
Rebuilding SAS's formatting layer in R, one format specification at a time.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where r2dii.analysis leans on climate finance, portfolio alignment and pacta, fmtr focuses on sas parity, data formatting and clinical reporting.
fmtr and r2dii.analysis have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
4. betaselectr · velocity 0.0
Standardised coefficients for models where standardising everything is wrong — but the feed only links out.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where r2dii.analysis leans on climate finance, portfolio alignment and pacta, betaselectr focuses on standardised coefficients, regression and psychometrics.
betaselectr and r2dii.analysis have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full betaselectr trajectory → · Compare r2dii.analysis vs betaselectr →
5. SSN2 · velocity 0.0
Stream-network spatial models learning to run on data that no longer fits in memory.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where r2dii.analysis leans on climate finance, portfolio alignment and pacta, SSN2 focuses on spatial statistics, stream networks and kriging.
SSN2 and r2dii.analysis have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. BiocManager · velocity 0.0
Bioconductor's installer, frozen at 1.30.x and tuned almost entirely through environment variables.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where r2dii.analysis leans on climate finance, portfolio alignment and pacta, BiocManager focuses on bioconductor, package management and ci automation.
BiocManager and r2dii.analysis have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full BiocManager trajectory → · Compare r2dii.analysis vs BiocManager →
7. dcurves · velocity 0.0
Decision curve analysis, settled since 2022 and now moving only when its neighbours do.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where r2dii.analysis leans on climate finance, portfolio alignment and pacta, dcurves focuses on clinical prediction, decision analysis and net benefit.
dcurves and r2dii.analysis have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full dcurves trajectory → · Compare r2dii.analysis vs dcurves →
8. hubAdmin · velocity 0.0
The config-authoring half of hubverse, pinned to whatever the schema is doing this quarter.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where r2dii.analysis leans on climate finance, portfolio alignment and pacta, hubAdmin focuses on forecast hubs, json schema and config validation.
hubAdmin and r2dii.analysis have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full hubAdmin trajectory → · Compare r2dii.analysis vs hubAdmin →
9. momentuHMM · velocity 0.0
The animal-movement HMM workhorse, feature-frozen since 2021 and coasting on compiler patches.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where r2dii.analysis leans on climate finance, portfolio alignment and pacta, momentuHMM focuses on movement ecology, hidden markov models and telemetry.
momentuHMM and r2dii.analysis have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full momentuHMM trajectory → · Compare r2dii.analysis vs momentuHMM →
10. common · velocity 0.0
A base-R utility belt that grows one small function at a time, on no particular schedule.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where r2dii.analysis leans on climate finance, portfolio alignment and pacta, common focuses on r utilities, base r extensions and infix operators.
common and r2dii.analysis have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full common trajectory → · Compare r2dii.analysis vs common →
11. BORG · velocity 0.0
A cross-validation guard that refuses to run random CV on dependent data unless you insist.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Random CV blocked by default when dependence is detected”.
Where r2dii.analysis leans on climate finance, portfolio alignment and pacta, BORG focuses on cross validation, spatial statistics and model validation.
BORG and r2dii.analysis have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
12. itp · velocity 0.0
A single-algorithm root-finder that finished its job in 2022 and has been idling since.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where r2dii.analysis leans on climate finance, portfolio alignment and pacta, itp focuses on numerical methods, root finding and rcpp.
itp and r2dii.analysis 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 r2dii.analysis?
The top r2dii.analysis alternatives we currently track in analytics tools are cIRT, MetaboAnalystR, fmtr, betaselectr, SSN2, ranked by recent ship velocity.
How is this list of r2dii.analysis alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare r2dii.analysis directly with one of these alternatives?
Yes — every card has a "Compare with r2dii.analysis" link to a side-by-side /compare page.