ANALYTICS
Pattern fills for ggplot2, hardened against the ways users write sizes
Alternatives · analytics tools
simStateSpace alternatives
The best simStateSpace alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 17, 2026
Looking for the best alternatives to simStateSpace? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, simStateSpace 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 simStateSpace
State-space data simulation for R, filled in one function at a time
simStateSpace generates data from state-space models — discrete-time SSM and VAR, continuous-time linear SDE and Ornstein-Uhlenbeck — for use in simulation studies of longitudinal and intensive repeated-measures designs. Recent releases add moment and intercept helpers rather than new model families: SimMVN(), the LinSDE intercept functions, and consolidation of the four separate parameter-simulation functions into one. Release notes are terse, marked Patch, and typically name one or two functions.
Velocity 0.0 · Last update 39m ago
Top 12 alternatives to simStateSpace
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
gcube's recent releases are all packaging metadata, not simulation code
ANALYTICS
The R port of Quinlan's Cubist gets reproducibility fixes, not new modelling
ANALYTICS
ggstats keeps widening what a coefficient or Likert plot can be
ANALYTICS
ecodive rebuilt itself into a broad diversity-metric library, breaking as it went
ANALYTICS
rollama turns a local-LLM wrapper into an instrument for reproducible annotation
ANALYTICS
A ggplot2 inset-map extension that is now infrastructure for other packages
ANALYTICS
hoopR rebuilds its HTTP layer on httr2 to stop segfaulting on modern systems
ANALYTICS
NSW boundary data for R, refreshed as the official sources move
ANALYTICS
Biodiversity impact indicators settle their vocabulary before 1.0
ANALYTICS
A dormant trajectory-inference wrapper wakes up for maintenance only
ANALYTICS
The temporal half of the stscl EDM pair, tracking its spatial sibling
simStateSpace 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 |
|---|---|---|---|---|
| simStateSpace (baseline) | 0.0 | 0 | state-space-modelssimulationlongitudinal-data | — |
| fillpattern | 0.0 | 0 | ggplot2data-visualizationaccessibility | — |
| gcube | 0.0 | 0 | biodiversitysimulationoccurrence-cubes | — |
| cubist | 0.0 | 0 | machine-learningrule-based-modelstidymodels | — |
| ggstats | 0.0 | 0 | ggplot2data-visualizationlikert | — |
| ecodive | 0.0 | 0 | microbiomeecologydiversity-metrics | 2.0.0 expands to ~14 alpha and ~30 beta diversity metrics |
| rollama | 0.0 | 0 | local-llmollamatext-annotation | rollama 0.3.0 adds logprobs, caching and batched queries |
| ggmapinset | 0.0 | 0 | ggplot2geospatialinset-maps | — |
| hoopr | 0.0 | 0 | sports-databasketballapi-client | hoopR 3.0.0 moves every API backend to httr2 |
| nswgeo | 0.0 | 0 | geospatialaustraliapublic-health | — |
| impIndicator | 0.0 | 0 | biodiversityinvasive-speciesoccurrence-cubes | — |
| dynwrap | 0.0 | 0 | single-celltrajectory-inferencebioinformatics | — |
| tEDM | 0.0 | 0 | causal-inferencetime-seriesempirical-dynamic-modeling | — |
The 12 best simStateSpace alternatives, in depth
1. fillpattern · velocity 0.0
Pattern fills for ggplot2, hardened against the ways users write sizes.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where simStateSpace leans on state space models, simulation and longitudinal data, fillpattern focuses on ggplot2, data visualization and accessibility.
fillpattern and simStateSpace have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full fillpattern trajectory → · Compare simStateSpace vs fillpattern →
2. gcube · velocity 0.0
Gcube's recent releases are all packaging metadata, not simulation code.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where simStateSpace leans on state space models, simulation and longitudinal data, gcube focuses on biodiversity, simulation and occurrence cubes.
gcube and simStateSpace have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
3. cubist · velocity 0.0
The R port of Quinlan's Cubist gets reproducibility fixes, not new modelling.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where simStateSpace leans on state space models, simulation and longitudinal data, cubist focuses on machine learning, rule based models and tidymodels.
cubist and simStateSpace have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full cubist trajectory → · Compare simStateSpace vs cubist →
4. ggstats · velocity 0.0
Ggstats keeps widening what a coefficient or Likert plot can be.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where simStateSpace leans on state space models, simulation and longitudinal data, ggstats focuses on ggplot2, data visualization and likert.
ggstats and simStateSpace have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full ggstats trajectory → · Compare simStateSpace vs ggstats →
5. ecodive · velocity 0.0
Ecodive rebuilt itself into a broad diversity-metric library, breaking as it went.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “2.0.0 expands to ~14 alpha and ~30 beta diversity metrics”.
Where simStateSpace leans on state space models, simulation and longitudinal data, ecodive focuses on microbiome, ecology and diversity metrics.
ecodive and simStateSpace have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full ecodive trajectory → · Compare simStateSpace vs ecodive →
6. rollama · velocity 0.0
Rollama turns a local-LLM wrapper into an instrument for reproducible annotation.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “rollama 0.3.0 adds logprobs, caching and batched queries”.
Where simStateSpace leans on state space models, simulation and longitudinal data, rollama focuses on local llm, ollama and text annotation.
rollama and simStateSpace have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full rollama trajectory → · Compare simStateSpace vs rollama →
7. ggmapinset · velocity 0.0
A ggplot2 inset-map extension that is now infrastructure for other packages.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where simStateSpace leans on state space models, simulation and longitudinal data, ggmapinset focuses on ggplot2, geospatial and inset maps.
ggmapinset and simStateSpace have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full ggmapinset trajectory → · Compare simStateSpace vs ggmapinset →
8. hoopr · velocity 0.0
HoopR rebuilds its HTTP layer on httr2 to stop segfaulting on modern systems.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “hoopR 3.0.0 moves every API backend to httr2”.
Where simStateSpace leans on state space models, simulation and longitudinal data, hoopr focuses on sports data, basketball and api client.
hoopr and simStateSpace have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
9. nswgeo · velocity 0.0
NSW boundary data for R, refreshed as the official sources move.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where simStateSpace leans on state space models, simulation and longitudinal data, nswgeo focuses on geospatial, australia and public health.
nswgeo and simStateSpace have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full nswgeo trajectory → · Compare simStateSpace vs nswgeo →
10. impIndicator · velocity 0.0
Biodiversity impact indicators settle their vocabulary before 1.0.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where simStateSpace leans on state space models, simulation and longitudinal data, impIndicator focuses on biodiversity, invasive species and occurrence cubes.
impIndicator and simStateSpace have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full impIndicator trajectory → · Compare simStateSpace vs impIndicator →
11. dynwrap · velocity 0.0
A dormant trajectory-inference wrapper wakes up for maintenance only.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where simStateSpace leans on state space models, simulation and longitudinal data, dynwrap focuses on single cell, trajectory inference and bioinformatics.
dynwrap and simStateSpace have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full dynwrap trajectory → · Compare simStateSpace vs dynwrap →
12. tEDM · velocity 0.0
The temporal half of the stscl EDM pair, tracking its spatial sibling.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where simStateSpace leans on state space models, simulation and longitudinal data, tEDM focuses on causal inference, time series and empirical dynamic modeling.
tEDM and simStateSpace 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 simStateSpace?
The top simStateSpace alternatives we currently track in analytics tools are fillpattern, gcube, cubist, ggstats, ecodive, ranked by recent ship velocity.
How is this list of simStateSpace alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare simStateSpace directly with one of these alternatives?
Yes — every card has a "Compare with simStateSpace" link to a side-by-side /compare page.