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Comparison · Infra & APIs
samplr vs ToolJet
A side-by-side editorial comparison of samplr and ToolJet — release velocity, themes, recent moves, and the top alternatives to consider.
samplr vs ToolJet: at a glance
What is samplr?
A cognitive-science sampling package ships once, then goes quiet for eighteen months
samplr compares human performance against sampling algorithms, giving cognitive scientists the MCMC machinery to test whether people behave like samplers. Its entire public history is three releases: a 1.0.0 in August 2024, a floating-point fix eighteen seconds later, and then nothing until a February 2026 patch. The release notes are unusually thin even by CRAN standards.
What is ToolJet?
Observability lands on OpenTelemetry semconv in the LTS train
ToolJet runs two lines in parallel and both are in a steady groove. The LTS train picked up frontend and app observability built on OpenTelemetry semantic conventions plus primary and backup access, following a 3.20.212 release that carried the substantive feature batch — dynamic height across Timeline, Filepicker, Reorderable List, RadioButtonV2 and Tags, dynamic number formats on Currency Input, camera flip on mobile, and AI build notifications. The beta line is mostly fixes and LTS cherry-picks.
samplr vs ToolJet: editorial side-by-side
samplr
0.0INFRA · APIS
A cognitive-science sampling package ships once, then goes quiet for eighteen months
◆ Current state
samplr compares human performance against sampling algorithms, giving cognitive scientists the MCMC machinery to test whether people behave like samplers. Its entire public history is three releases: a 1.0.0 in August 2024, a floating-point fix eighteen seconds later, and then nothing until a February 2026 patch. The release notes are unusually thin even by CRAN standards.
◆ Where it's heading
The feed shows a package that shipped and stopped. The 2024 tags were both created in one sitting and say almost nothing; the 2026 release is a row-count bug in Mean_Variance() bundled with citation metadata, a dropped dependency and http-to-https link fixes — the housekeeping profile of a package being kept alive for the paper that cites it rather than actively developed.
◆ Prediction
Adding citation information to the README is usually the move of a maintainer expecting the package to be referenced rather than extended. On this cadence the next release is more likely another CRAN-hygiene patch than new algorithms; there is not enough in these notes to say otherwise.
ToolJet
5.0INFRA · APIS
Observability lands on OpenTelemetry semconv in the LTS train
◆ Current state
ToolJet runs two lines in parallel and both are in a steady groove. The LTS train picked up frontend and app observability built on OpenTelemetry semantic conventions plus primary and backup access, following a 3.20.212 release that carried the substantive feature batch — dynamic height across Timeline, Filepicker, Reorderable List, RadioButtonV2 and Tags, dynamic number formats on Currency Input, camera flip on mobile, and AI build notifications. The beta line is mostly fixes and LTS cherry-picks.
◆ Where it's heading
Most releases are small and corrective, with feature work collecting into occasional larger LTS drops. The recurring themes are component sizing, which appears in nearly every release, and enterprise-operations work — global data source certificates, automated RDS SSL setup, CVE patching, and now standards-based observability. It reads as a platform hardening for self-hosted enterprise deployments.
◆ Prediction
Expect the dynamic-height and sizing pass to continue across the remaining widgets, and the beta line's AI datasource integrations to graduate into the LTS train. Standardizing on OTel semconv suggests exported traces and metrics for customer-run dashboards next.
Alternatives to samplr and ToolJet
Other Infra & APIs products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either samplr or ToolJet.
PINstimation
A market-microstructure toolkit that keeps adding estimators as the papers land.
nzilbb.vowels
A vowel-analysis package trimming dependencies after an email address got it archived.
emuR
The R half of the EMU speech database system, fixing what was quietly broken.
BAS
A Bayesian model-averaging package spending its 2.0 on memory, not methods.
tidyplots
tidyplots keeps rebuilding its own foundations rather than layering around them.
See all samplr alternatives → · See all ToolJet alternatives →
Recent activity from samplr and ToolJet
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoToolJetFrontend and app observability on OpenTelemetry semconv
- 2d agoToolJetTable headers grow in height when set to wrap
- 2d agoToolJetFix for gRPC proto discovery freezing the instance
- 6d agoToolJetToolJet 3.21.60-beta fixes stale table row-click values
- 6d agoToolJet3.20.212-LTS: AI build notifications and more dynamic heights
- 8d agoToolJetToolJet 3.20.211-LTS adds global data source certificates
- 5mo agosamplrMean_Variance() row count corrected after eighteen months
- 1y agosamplrFloating point comparison fix
- 1y agosamplrsamplr 1.0.0
Frequently asked questions
What is the difference between samplr and ToolJet?
They serve adjacent needs but don't currently overlap on shipped themes. ToolJet is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 editorial sparks in the last 30 days against 0. See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is samplr better than ToolJet?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. ToolJet is currently shipping more aggressively (velocity 5.0 vs 0.0), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Infra & APIs products to evaluate alongside.
What are the best alternatives to samplr?
Top samplr alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "samplr alternatives" section above for the current picks, or visit /alternatives/samplr for the full list with editorial commentary on each.
What are the best alternatives to ToolJet?
Top ToolJet alternatives in Infra & APIs are ranked by recent ship velocity. Browse the "ToolJet alternatives" section above for the current picks, or visit /alternatives/tooljet for the full list with editorial commentary on each.