ANALYTICS
stringi has spent two years on build hardening since its Unicode 15.1 reset.
Alternatives · analytics tools
tmap alternatives
The best tmap alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 15, 2026
Looking for the best alternatives to tmap? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, tmap 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 tmap
Two years after a from-scratch rewrite, tmap is filling in the layers v4 promised.
tmap draws thematic maps in R across static and interactive modes. The 4.0 rewrite replaced the layer syntax with explicit visual variables, scales, legends and charts, and opened the package to extensions; the 4.x line since has been steady capability fill-in. The 4.4 release adds tm_circles with fixed unit-based radii, a blend argument on every layer, and hitboxes so small objects stay clickable in view mode.
Velocity 0.0 · Last update 1h ago
Top 12 alternatives to tmap
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
A phylogenetics parser on life support, shipping only what CRAN's compilers demand.
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.
ANALYTICS
mapSpain's 1.0.0 broke every user cache to get the package onto modern foundations.
ANALYTICS
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.
ANALYTICS
lineup2 ships once every few years, and 2026's release is a logo and a core-count tweak.
tmap 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 |
|---|---|---|---|---|
| tmap (baseline) | 0.0 | 0 | thematic-mappingspatial-dataggplot-alternative | tmap v4 rewritten from scratch with a new layer syntax |
| stringi | 2.5 | 0 | unicodeicubuild-portability | ICU 74.1 bundle lands; Solaris support dropped |
| rncl | 2.5 | 0 | phylogeneticsfile-parsingcran-maintenance | — |
| 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 | — |
| lineup2 | 0.0 | 0 | sample-mixupsdistance-metricsr-package | — |
The 12 best tmap 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 tmap leans on thematic mapping, spatial data and ggplot alternative, stringi focuses on unicode, icu and build portability.
stringi and tmap have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
2. rncl · velocity 2.5
A phylogenetics parser on life support, shipping only what CRAN's compilers demand.
Its velocity score of 2.5/10 reflects longer-term release cadence.
Where tmap leans on thematic mapping, spatial data and ggplot alternative, rncl focuses on phylogenetics, file parsing and cran maintenance.
rncl and tmap have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
3. 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 tmap leans on thematic mapping, spatial data and ggplot alternative, broadcast focuses on array broadcasting, rcpp and type consistency.
broadcast and tmap have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
4. 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 tmap leans on thematic mapping, spatial data and ggplot alternative, climaemet focuses on weather data, aemet and spain.
climaemet and tmap have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
5. 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 tmap leans on thematic mapping, spatial data and ggplot alternative, spanishoddata focuses on mobility data, origin destination and duckdb.
spanishoddata and tmap 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 tmap vs spanishoddata →
6. 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 tmap leans on thematic mapping, spatial data and ggplot alternative, tidyterra focuses on geospatial, terra and tidyverse.
tidyterra and tmap have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. 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 tmap leans on thematic mapping, spatial data and ggplot alternative, mapSpain focuses on spain, administrative boundaries and geospatial.
mapSpain and tmap have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
8. 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 tmap leans on thematic mapping, spatial data and ggplot alternative, wasserportal focuses on groundwater monitoring, web scraping and thingsboard.
wasserportal and tmap 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 tmap vs wasserportal →
9. 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 tmap leans on thematic mapping, spatial data and ggplot alternative, cheapr focuses on performance, parallelism and simd.
cheapr and tmap have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
10. 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 tmap leans on thematic mapping, spatial data and ggplot alternative, RadialMR focuses on mendelian randomization, radial plots and correctness audit.
RadialMR and tmap have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
11. 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 tmap leans on thematic mapping, spatial data and ggplot alternative, mrbayes focuses on mendelian randomization, bayesian inference and stan.
mrbayes and tmap have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
12. lineup2 · velocity 0.0
Lineup2 ships once every few years, and 2026's release is a logo and a core-count tweak.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where tmap leans on thematic mapping, spatial data and ggplot alternative, lineup2 focuses on sample mixups, distance metrics and r package.
lineup2 and tmap 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 tmap?
The top tmap alternatives we currently track in analytics tools are stringi, rncl, broadcast, climaemet, spanishoddata, ranked by recent ship velocity.
How is this list of tmap alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare tmap directly with one of these alternatives?
Yes — every card has a "Compare with tmap" link to a side-by-side /compare page.