ANALYTICS
stringi has spent two years on build hardening since its Unicode 15.1 reset.
Alternatives · analytics tools
deeptime alternatives
The best deeptime alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 15, 2026
Looking for the best alternatives to deeptime? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, deeptime 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 deeptime
A geologic-time plotting layer that outgrew time axes and became a geology rendering toolkit.
deeptime extends ggplot2 with geological time scales, radial deep-time coordinates and phylogeny-aware geoms, and since 2.0.0 it also renders standardized FGDC/USGS geologic patterns as ggplot2 fills. The current 2.4.0 release adds geom_text_clade() for labeling clades on radial phylogenies and repairs long-standing coord_trans_xy() and scale-placement edge cases.
Velocity 0.0 · Last update 1h ago
Top 12 alternatives to deeptime
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
collapse got a JSS paper and a 7x fmean speedup in the same release.
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gtsummary is quietly rebuilding itself around analysis results data, one table verb at a time.
ANALYTICS
broadcast is filling in NumPy-style array broadcasting for R, operator by operator.
ANALYTICS
climaemet added weather alerts and wildfire risk, then spent two years managing rate limits.
ANALYTICS
spanishoddata spent a year finding out its 2020-2021 data was quietly incomplete.
ANALYTICS
tidyterra finished wiring terra objects into the tidyverse, one verb family at a time.
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mapSpain's 1.0.0 broke every user cache to get the package onto modern foundations.
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A Berlin groundwater scraper grew a full IoT publishing pipeline in two days.
ANALYTICS
cheapr turned multi-threaded, and its next stop is a C++20 public API.
ANALYTICS
RadialMR's 2026 release corrects degrees of freedom that had been wrong since documentation.
ANALYTICS
mrbayes spent 2026 auditing its own Bayesian MR estimators for coding errors.
deeptime 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 |
|---|---|---|---|---|
| deeptime (baseline) | 0.0 | 0 | ggplot2-extensiongeologyphylogenetics | FGDC geologic patterns become ggplot2 fills |
| stringi | 2.5 | 0 | unicodeicubuild-portability | ICU 74.1 bundle lands; Solaris support dropped |
| collapse | 0.0 | 0 | data-transformationperformancesimd | — |
| gtsummary | 0.0 | 0 | clinical-tablesanalysis-results-dataregression-summaries | — |
| broadcast | 0.0 | 0 | array-broadcastingrcpptype-consistency | — |
| climaemet | 0.0 | 0 | weather-dataaemetspain | Weather alerts and wildfire risk rasters added |
| spanishoddata | 0.0 | 0 | mobility-dataorigin-destinationduckdb | — |
| tidyterra | 0.0 | 0 | geospatialterratidyverse | 1.0.0 requires ggplot2 4.0 and adds broom-style generics |
| mapSpain | 0.0 | 0 | spainadministrative-boundariesgeospatial | 1.0.0 rebuilds on httr2 and invalidates every cache |
| wasserportal | 0.0 | 0 | groundwater-monitoringweb-scrapingthingsboard | ThingsBoard integration turns the scraper into a pipeline |
| cheapr | 0.0 | 0 | performanceparallelismsimd | Parallelised math, thread control, and a C API rewrite |
| RadialMR | 0.0 | 0 | mendelian-randomizationradial-plotscorrectness-audit | — |
| mrbayes | 0.0 | 0 | mendelian-randomizationbayesian-inferencestan | — |
The 12 best deeptime alternatives, in depth
1. stringi · velocity 2.5
Stringi has spent two years on build hardening since its Unicode 15.1 reset.
Its velocity score of 2.5/10 reflects longer-term release cadence; its most recent meaningful update was “ICU 74.1 bundle lands; Solaris support dropped”.
Where deeptime leans on ggplot2 extension, geology and phylogenetics, stringi focuses on unicode, icu and build portability.
stringi and deeptime have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
2. collapse · velocity 0.0
Collapse got a JSS paper and a 7x fmean speedup in the same release.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where deeptime leans on ggplot2 extension, geology and phylogenetics, collapse focuses on data transformation, performance and simd.
collapse and deeptime have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
3. gtsummary · velocity 0.0
Gtsummary is quietly rebuilding itself around analysis results data, one table verb at a time.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where deeptime leans on ggplot2 extension, geology and phylogenetics, gtsummary focuses on clinical tables, analysis results data and regression summaries.
gtsummary and deeptime have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full gtsummary trajectory → · Compare deeptime vs gtsummary →
4. broadcast · velocity 0.0
Broadcast is filling in NumPy-style array broadcasting for R, operator by operator.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where deeptime leans on ggplot2 extension, geology and phylogenetics, broadcast focuses on array broadcasting, rcpp and type consistency.
broadcast and deeptime have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full broadcast trajectory → · Compare deeptime vs broadcast →
5. climaemet · velocity 0.0
Climaemet added weather alerts and wildfire risk, then spent two years managing rate limits.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Weather alerts and wildfire risk rasters added”.
Where deeptime leans on ggplot2 extension, geology and phylogenetics, climaemet focuses on weather data, aemet and spain.
climaemet and deeptime have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full climaemet trajectory → · Compare deeptime vs climaemet →
6. spanishoddata · velocity 0.0
Spanishoddata spent a year finding out its 2020-2021 data was quietly incomplete.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where deeptime leans on ggplot2 extension, geology and phylogenetics, spanishoddata focuses on mobility data, origin destination and duckdb.
spanishoddata and deeptime have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full spanishoddata trajectory → · Compare deeptime vs spanishoddata →
7. tidyterra · velocity 0.0
Tidyterra finished wiring terra objects into the tidyverse, one verb family at a time.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “1.0.0 requires ggplot2 4.0 and adds broom-style generics”.
Where deeptime leans on ggplot2 extension, geology and phylogenetics, tidyterra focuses on geospatial, terra and tidyverse.
tidyterra and deeptime have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full tidyterra trajectory → · Compare deeptime vs tidyterra →
8. mapSpain · velocity 0.0
MapSpain's 1.0.0 broke every user cache to get the package onto modern foundations.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “1.0.0 rebuilds on httr2 and invalidates every cache”.
Where deeptime leans on ggplot2 extension, geology and phylogenetics, mapSpain focuses on spain, administrative boundaries and geospatial.
mapSpain and deeptime have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
9. wasserportal · velocity 0.0
A Berlin groundwater scraper grew a full IoT publishing pipeline in two days.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “ThingsBoard integration turns the scraper into a pipeline”.
Where deeptime leans on ggplot2 extension, geology and phylogenetics, wasserportal focuses on groundwater monitoring, web scraping and thingsboard.
wasserportal and deeptime have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full wasserportal trajectory → · Compare deeptime vs wasserportal →
10. cheapr · velocity 0.0
Cheapr turned multi-threaded, and its next stop is a C++20 public API.
Its velocity score of 0.0/10 reflects longer-term release cadence; its most recent meaningful update was “Parallelised math, thread control, and a C API rewrite”.
Where deeptime leans on ggplot2 extension, geology and phylogenetics, cheapr focuses on performance, parallelism and simd.
cheapr and deeptime have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
11. RadialMR · velocity 0.0
RadialMR's 2026 release corrects degrees of freedom that had been wrong since documentation.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where deeptime leans on ggplot2 extension, geology and phylogenetics, RadialMR focuses on mendelian randomization, radial plots and correctness audit.
RadialMR and deeptime have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
12. mrbayes · velocity 0.0
Mrbayes spent 2026 auditing its own Bayesian MR estimators for coding errors.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where deeptime leans on ggplot2 extension, geology and phylogenetics, mrbayes focuses on mendelian randomization, bayesian inference and stan.
mrbayes and deeptime 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 deeptime?
The top deeptime alternatives we currently track in analytics tools are stringi, collapse, gtsummary, broadcast, climaemet, ranked by recent ship velocity.
How is this list of deeptime alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare deeptime directly with one of these alternatives?
Yes — every card has a "Compare with deeptime" link to a side-by-side /compare page.