ANALYTICS
SNFG glycan cartoons stopped being pictures and became ggplot2 geoms, guides and axis labels.
Alternatives · analytics tools
ribd alternatives
The best ribd alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 16, 2026
Looking for the best alternatives to ribd? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, ribd shipped 0 meaningful updates in the last 30 days and carries a velocity score of 2.5 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About ribd
The pedsuite's coefficient engine: broadening what it computes, then making the plots publishable.
ribd computes relatedness coefficients from pedigrees, covering kinship, inbreeding, kappa, condensed and detailed identity coefficients, and two-locus versions of several of these, in autosomal and X-chromosomal form. The IBD triangle is now drawable in base graphics, ggplot2 or plotly, with an optional inset pedigree, and custom relationships can be placed on it. The most recent release is dominated by correctness work, fixing pair ordering and row alignment in coefficient tables and edge cases for pedigree lists, unrelated individuals and self-pairs.
Velocity 2.5 · Last update 33m ago
Top 12 alternatives to ribd
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
Glycan biosynthesis as a traceable enzyme graph, now including sulfation and gaps it can bridge.
ANALYTICS
vellumwidget is dissolving its own API: interaction now lives in the plot spec, not the widget call.
ANALYTICS
A meta-package whose entire changelog is a version pin, tracking an ecosystem moving faster than it is.
ANALYTICS
Glycan annotation stops depending on the database having seen the structure before.
ANALYTICS
A glycan motif matcher trading convenience wrappers for speed, strictness and explicit specs.
ANALYTICS
The type system the rest of the glycan stack is built on, being hardened one breaking change at a time.
ANALYTICS
Forensic kinship testing with linked STR markers, now peer-reviewed and taking data from anywhere.
ANALYTICS
A pedigree IBD simulator that absorbed its own web app and now optimises for dense marker panels.
ANALYTICS
An individual-based malaria model that grew a second parasite species, then froze itself for reproducibility.
ANALYTICS
The Manhattan-plot package for GWAS results, finished and dormant since 2017.
ANALYTICS
The R package for CODATA constants rebuilt its symbol table on NIST's naming so future updates stop being hand work.
ribd 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 |
|---|---|---|---|---|
| ribd (baseline) | 2.5 | 0 | statistical-geneticspedigree-analysisrelatedness-coefficients | — |
| glydraw | 6.3 | 1 | glycomicsdata-visualizationggplot2 | Glycan cartoons become ggplot2 geoms, legends and axis labels |
| glyenzy | 6.3 | 1 | glycomicsbiosynthesisenzyme-inference | Sulfotransferases become first-class, and unsupported steps can be bridged |
| vellumwidget | 6.3 | 1 | r-graphicsinteractive-widgetsdeclarative-interaction | Interaction moves into the plot spec; as_widget() sheds a third of its arguments |
| vellumverse | 5.0 | 0 | r-graphicsmeta-packagedependency-management | — |
| glyanno | 3.8 | 1 | glycomicsmass-spectrometrystructure-annotation | De novo reconstruction of topological N-glycans, with database fallback |
| glymotif | 2.5 | 0 | glycomicsmotif-matchinggraph-algorithms | — |
| glyrepr | 2.5 | 0 | glycomicsdata-structurestype-system | — |
| KLINK | 2.5 | 0 | forensic-geneticskinship-testingstr-markers | Markers pair dynamically against a 50-marker map, replacing hard-coded pairs |
| ibdsim2 | 2.5 | 0 | statistical-geneticspedigree-analysissimulation | The Shiny front end moves into the package and gains X-chromosomal simulation |
| malariasimulation | 0.0 | 0 | epidemiologymalariasimulation | Plasmodium vivax model lands: hypnozoites, competing hazards, equilibrium |
| qqman | 0.0 | 0 | gwasgenomicsmanhattan-plot | — |
| constants | 0.0 | 0 | physical-constantscodataunits | constants 1.0.0 |
The 12 best ribd alternatives, in depth
1. glydraw · velocity 6.3
SNFG glycan cartoons stopped being pictures and became ggplot2 geoms, guides and axis labels.
Over the last 30 days glydraw shipped 1 meaningful update vs ribd's 0, most recently “Glycan cartoons become ggplot2 geoms, legends and axis labels”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where ribd leans on statistical genetics, pedigree analysis and relatedness coefficients, glydraw focuses on glycomics, data visualization and ggplot2.
Over the last 30 days glydraw has been shipping faster than ribd — a point in its favour if release momentum matters to you.
2. glyenzy · velocity 6.3
Glycan biosynthesis as a traceable enzyme graph, now including sulfation and gaps it can bridge.
Over the last 30 days glyenzy shipped 1 meaningful update vs ribd's 0, most recently “Sulfotransferases become first-class, and unsupported steps can be bridged”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where ribd leans on statistical genetics, pedigree analysis and relatedness coefficients, glyenzy focuses on glycomics, biosynthesis and enzyme inference.
Over the last 30 days glyenzy has been shipping faster than ribd — a point in its favour if release momentum matters to you.
3. vellumwidget · velocity 6.3
Vellumwidget is dissolving its own API: interaction now lives in the plot spec, not the widget call.
Over the last 30 days vellumwidget shipped 1 meaningful update vs ribd's 0, most recently “Interaction moves into the plot spec; as_widget() sheds a third of its arguments”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where ribd leans on statistical genetics, pedigree analysis and relatedness coefficients, vellumwidget focuses on r graphics, interactive widgets and declarative interaction.
Over the last 30 days vellumwidget has been shipping faster than ribd — a point in its favour if release momentum matters to you.
Full vellumwidget trajectory → · Compare ribd vs vellumwidget →
4. vellumverse · velocity 5.0
A meta-package whose entire changelog is a version pin, tracking an ecosystem moving faster than it is.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where ribd leans on statistical genetics, pedigree analysis and relatedness coefficients, vellumverse focuses on r graphics, meta package and dependency management.
vellumverse and ribd have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full vellumverse trajectory → · Compare ribd vs vellumverse →
5. glyanno · velocity 3.8
Glycan annotation stops depending on the database having seen the structure before.
Over the last 30 days glyanno shipped 1 meaningful update vs ribd's 0, most recently “De novo reconstruction of topological N-glycans, with database fallback”. Its velocity score of 3.8/10 blends that with longer-term release cadence.
Where ribd leans on statistical genetics, pedigree analysis and relatedness coefficients, glyanno focuses on glycomics, mass spectrometry and structure annotation.
Over the last 30 days glyanno has been shipping faster than ribd — a point in its favour if release momentum matters to you.
6. glymotif · velocity 2.5
A glycan motif matcher trading convenience wrappers for speed, strictness and explicit specs.
Its velocity score of 2.5/10 reflects longer-term release cadence.
Where ribd leans on statistical genetics, pedigree analysis and relatedness coefficients, glymotif focuses on glycomics, motif matching and graph algorithms.
glymotif and ribd have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. glyrepr · velocity 2.5
The type system the rest of the glycan stack is built on, being hardened one breaking change at a time.
Its velocity score of 2.5/10 reflects longer-term release cadence.
Where ribd leans on statistical genetics, pedigree analysis and relatedness coefficients, glyrepr focuses on glycomics, data structures and type system.
glyrepr and ribd have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
8. KLINK · velocity 2.5
Forensic kinship testing with linked STR markers, now peer-reviewed and taking data from anywhere.
Its velocity score of 2.5/10 reflects longer-term release cadence; its most recent meaningful update was “Markers pair dynamically against a 50-marker map, replacing hard-coded pairs”.
Where ribd leans on statistical genetics, pedigree analysis and relatedness coefficients, KLINK focuses on forensic genetics, kinship testing and str markers.
KLINK and ribd have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
9. ibdsim2 · velocity 2.5
A pedigree IBD simulator that absorbed its own web app and now optimises for dense marker panels.
Its velocity score of 2.5/10 reflects longer-term release cadence; its most recent meaningful update was “The Shiny front end moves into the package and gains X-chromosomal simulation”.
Where ribd leans on statistical genetics, pedigree analysis and relatedness coefficients, ibdsim2 focuses on statistical genetics, pedigree analysis and simulation.
ibdsim2 and ribd have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
10. malariasimulation · velocity 0.0
An individual-based malaria model that grew a second parasite species, then froze itself for reproducibility.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Plasmodium vivax model lands: hypnozoites, competing hazards, equilibrium”.
Where ribd leans on statistical genetics, pedigree analysis and relatedness coefficients, malariasimulation focuses on epidemiology, malaria and simulation.
malariasimulation and ribd have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full malariasimulation trajectory → · Compare ribd vs malariasimulation →
11. qqman · velocity 0.0
The Manhattan-plot package for GWAS results, finished and dormant since 2017.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where ribd leans on statistical genetics, pedigree analysis and relatedness coefficients, qqman focuses on gwas, genomics and manhattan plot.
qqman and ribd have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
12. constants · velocity 0.0
The R package for CODATA constants rebuilt its symbol table on NIST's naming so future updates stop being hand work.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “constants 1.0.0”.
Where ribd leans on statistical genetics, pedigree analysis and relatedness coefficients, constants focuses on physical constants, codata and units.
constants and ribd 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 ribd?
The top ribd alternatives we currently track in analytics tools are glydraw, glyenzy, vellumwidget, vellumverse, glyanno, ranked by recent ship velocity.
How is this list of ribd alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare ribd directly with one of these alternatives?
Yes — every card has a "Compare with ribd" link to a side-by-side /compare page.