ANALYTICS
OpenCTI is rebuilding its connector layer into a marketplace and wiring the platform to XTM Hub
Alternatives · analytics tools
StatsBase.jl alternatives
The best StatsBase.jl alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 12, 2026
Looking for the best alternatives to StatsBase.jl? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, StatsBase.jl 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 StatsBase.jl
StatsBase.jl is in caretaker mode — correctness fixes in, dependency bumps out.
StatsBase.jl is deep in the 0.34 patch series, releasing every few months with changes that are either small correctness fixes or bot-authored dependency bumps. The most substantive recent release, 0.34.10, fixed weighted sampling with UnitWeights, sped up unweighted ecdf, and widened quantile to accept non-Real element types. Since then the tags have thinned to CI action bumps and a diff-only note.
Velocity 0.0 · Last update 1h ago
Top 12 alternatives to StatsBase.jl
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
Fulcrum is consolidating on Esri, with Google Maps gone September 1
ANALYTICS
Omni ships weekly, and almost every week the headline item is an AI feature
ANALYTICS
OpenHouse is hardening the seams where table policies and jobs quietly fail.
ANALYTICS
silx 3.0 moved its default Qt binding to PySide6 — a migration for everyone embedding it.
ANALYTICS
Iris ships steadily on a two-a-year cadence, but its feed publishes only pointers.
ANALYTICS
Julia's distribution library grinds forward one distribution at a time
ANALYTICS
Quantum chemistry package adding whole method families every release.
ANALYTICS
OpenMC's random ray solver has gone from new arrival to the centre of every release
ANALYTICS
TsFile is quietly rebuilding itself as an Arrow-speaking interchange format
ANALYTICS
tidyr replaced separate() with a family that says what it does.
ANALYTICS
modeltime built conformal intervals in, then went quiet on features.
StatsBase.jl 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 |
|---|---|---|---|---|
| StatsBase.jl (baseline) | 0.0 | 0 | juliastatisticsmaintenance | — |
| OpenCTI | 6.3 | 1 | threat-intelligenceconnector-marketplacextm-hub | Connector catalog is rebuilt as a faceted marketplace |
| Fulcrum | 6.3 | 0 | field-data-collectionesri-arcgisoffline-maps | — |
| Omni | 6.3 | 1 | business-intelligencesemantic-modelai-routines | AI semantic model generation goes generally available in Omni |
| OpenHouse | 5.0 | 0 | icebergdata governancetable policies | — |
| silx | 2.5 | 0 | synchrotronqthdf5 | 3.0.0: PySide6 becomes the default Qt binding, Python 3.10 required |
| iris | 2.5 | 0 | earth sciencerelease cadencepython | — |
| Distributions.jl | 2.5 | 0 | juliastatisticsdistributions | — |
| PySCF | 2.5 | 0 | quantum-chemistryperiodic-systemscoupled-cluster | — |
| OpenMC | 2.5 | 0 | monte-carlo-transportrandom-raydepletion | OpenMC 0.15.0 introduces a random ray transport solver |
| Apache TsFile | 2.5 | 0 | time-seriescolumnar-formatapache-arrow | — |
| tidyr | 0.0 | 0 | tidyversedata-reshapingpivoting | — |
| modeltime | 0.0 | 0 | forecastingconformal-predictiontidymodels | — |
The 12 best StatsBase.jl alternatives, in depth
1. OpenCTI · velocity 6.3
OpenCTI is rebuilding its connector layer into a marketplace and wiring the platform to XTM Hub.
Over the last 30 days OpenCTI shipped 1 meaningful update vs StatsBase.jl's 0, most recently “Connector catalog is rebuilt as a faceted marketplace”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where StatsBase.jl leans on julia, statistics and maintenance, OpenCTI focuses on threat intelligence, connector marketplace and xtm hub.
Over the last 30 days OpenCTI has been shipping faster than StatsBase.jl — a point in its favour if release momentum matters to you.
Full OpenCTI trajectory → · Compare StatsBase.jl vs OpenCTI →
2. Fulcrum · velocity 6.3
Fulcrum is consolidating on Esri, with Google Maps gone September 1.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where StatsBase.jl leans on julia, statistics and maintenance, Fulcrum focuses on field data collection, esri arcgis and offline maps.
Fulcrum and StatsBase.jl have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Fulcrum trajectory → · Compare StatsBase.jl vs Fulcrum →
3. Omni · velocity 6.3
Omni ships weekly, and almost every week the headline item is an AI feature.
Over the last 30 days Omni shipped 1 meaningful update vs StatsBase.jl's 0, most recently “AI semantic model generation goes generally available in Omni”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where StatsBase.jl leans on julia, statistics and maintenance, Omni focuses on business intelligence, semantic model and ai routines.
Over the last 30 days Omni has been shipping faster than StatsBase.jl — a point in its favour if release momentum matters to you.
4. OpenHouse · velocity 5.0
OpenHouse is hardening the seams where table policies and jobs quietly fail.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where StatsBase.jl leans on julia, statistics and maintenance, OpenHouse focuses on iceberg, data governance and table policies.
OpenHouse and StatsBase.jl have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full OpenHouse trajectory → · Compare StatsBase.jl vs OpenHouse →
5. silx · velocity 2.5
Silx 3.0 moved its default Qt binding to PySide6 — a migration for everyone embedding it.
Its velocity score of 2.5/10 reflects longer-term release cadence; its most recent meaningful update was “3.0.0: PySide6 becomes the default Qt binding, Python 3.10 required”.
Where StatsBase.jl leans on julia, statistics and maintenance, silx focuses on synchrotron, qt and hdf5.
silx and StatsBase.jl have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. iris · velocity 2.5
Iris ships steadily on a two-a-year cadence, but its feed publishes only pointers.
Its velocity score of 2.5/10 reflects longer-term release cadence.
Where StatsBase.jl leans on julia, statistics and maintenance, iris focuses on earth science, release cadence and python.
iris and StatsBase.jl have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. Distributions.jl · velocity 2.5
Julia's distribution library grinds forward one distribution at a time.
Its velocity score of 2.5/10 reflects longer-term release cadence.
Where StatsBase.jl leans on julia, statistics and maintenance, Distributions.jl focuses on julia, statistics and distributions.
Distributions.jl and StatsBase.jl have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Distributions.jl trajectory → · Compare StatsBase.jl vs Distributions.jl →
8. PySCF · velocity 2.5
Quantum chemistry package adding whole method families every release.
Its velocity score of 2.5/10 reflects longer-term release cadence.
Where StatsBase.jl leans on julia, statistics and maintenance, PySCF focuses on quantum chemistry, periodic systems and coupled cluster.
PySCF and StatsBase.jl have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
9. OpenMC · velocity 2.5
OpenMC's random ray solver has gone from new arrival to the centre of every release.
Its velocity score of 2.5/10 reflects longer-term release cadence; its most recent meaningful update was “OpenMC 0.15.0 introduces a random ray transport solver”.
Where StatsBase.jl leans on julia, statistics and maintenance, OpenMC focuses on monte carlo transport, random ray and depletion.
OpenMC and StatsBase.jl have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
10. Apache TsFile · velocity 2.5
TsFile is quietly rebuilding itself as an Arrow-speaking interchange format.
Its velocity score of 2.5/10 reflects longer-term release cadence.
Where StatsBase.jl leans on julia, statistics and maintenance, Apache TsFile focuses on time series, columnar format and apache arrow.
Apache TsFile and StatsBase.jl have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Apache TsFile trajectory → · Compare StatsBase.jl vs Apache TsFile →
11. tidyr · velocity 0.0
Tidyr replaced separate() with a family that says what it does.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where StatsBase.jl leans on julia, statistics and maintenance, tidyr focuses on tidyverse, data reshaping and pivoting.
tidyr and StatsBase.jl have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
12. modeltime · velocity 0.0
Modeltime built conformal intervals in, then went quiet on features.
Its velocity score of 0.0/10 reflects longer-term release cadence.
Where StatsBase.jl leans on julia, statistics and maintenance, modeltime focuses on forecasting, conformal prediction and tidymodels.
modeltime and StatsBase.jl have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full modeltime trajectory → · Compare StatsBase.jl vs modeltime →
Frequently asked questions
What are the best alternatives to StatsBase.jl?
The top StatsBase.jl alternatives we currently track in analytics tools are OpenCTI, Fulcrum, Omni, OpenHouse, silx, ranked by recent ship velocity.
How is this list of StatsBase.jl alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare StatsBase.jl directly with one of these alternatives?
Yes — every card has a "Compare with StatsBase.jl" link to a side-by-side /compare page.