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Apache Superset vs OpenMC

A side-by-side editorial comparison of Apache Superset and OpenMC — release velocity, themes, recent moves, and the top alternatives to consider.

Apache Superset vs OpenMC: at a glance

FeatureApache SupersetOpenMC
SectorAnalyticsAnalytics
Velocity score5.02.5
Sparks · 30d00
Top themeshelm-chart, packaging, deployment, open-source-bimonte-carlo-transport, random-ray, depletion, neutronics
Last editorial update18h ago3h ago
WebsiteVisit →Visit →

What is Apache Superset?

Superset's feed tracks Helm chart tags, so the BI product itself stays invisible here.

Every entry in this feed is a Helm chart tag from the apache/superset repository, carrying no notes beyond a one-line project blurb. The chart has moved from 0.19.0 to 0.22.5 in about six weeks, a packaging cadence rather than an application one. Nothing here describes a change to Superset's dashboards, SQL Lab, or semantic layer.

Read the full Apache Superset trajectory →

What is OpenMC?

OpenMC's random ray solver has gone from new arrival to the centre of every release

OpenMC is a Monte Carlo particle transport code for neutronics and radiation analysis. Since the random ray transport solver landed in 0.15.0 it has received substantial work in every subsequent release, most recently local adjoint sources, temperature and distributed-density feedback, fission-heating tallies and a weight-window bootstrapping workflow. The other consistent thread is shutdown-dose and depletion tooling, where 0.15.3 introduced an R2SManager to automate the rigorous two-step workflow and 0.16.0 extended it with reactivity control, CRAM substeps and multiple meshes.

Read the full OpenMC trajectory →

Apache Superset vs OpenMC: editorial side-by-side

Apache Superset logo5.0

Superset's feed tracks Helm chart tags, so the BI product itself stays invisible here.

◆ Current state

Every entry in this feed is a Helm chart tag from the apache/superset repository, carrying no notes beyond a one-line project blurb. The chart has moved from 0.19.0 to 0.22.5 in about six weeks, a packaging cadence rather than an application one. Nothing here describes a change to Superset's dashboards, SQL Lab, or semantic layer.

◆ Where it's heading

The chart is being cut on a fast, small-increment schedule — five patches inside 0.22.x in under three weeks. That pattern usually reflects deployment plumbing being tuned against a moving upstream image rather than any single problem being chased. Until the crawl points at the release notes for Superset itself, this feed will keep reporting packaging motion and nothing about the product.

◆ Prediction

Expect continued 0.22.x patch tags at a similar pace, with a 0.23.0 chart bump likely when the next Superset application release lands. The entries themselves will stay note-free unless the project starts populating chart release bodies.

O
OpenMC
ANALYTICS
2.5

OpenMC's random ray solver has gone from new arrival to the centre of every release

◆ Current state

OpenMC is a Monte Carlo particle transport code for neutronics and radiation analysis. Since the random ray transport solver landed in 0.15.0 it has received substantial work in every subsequent release, most recently local adjoint sources, temperature and distributed-density feedback, fission-heating tallies and a weight-window bootstrapping workflow. The other consistent thread is shutdown-dose and depletion tooling, where 0.15.3 introduced an R2SManager to automate the rigorous two-step workflow and 0.16.0 extended it with reactivity control, CRAM substeps and multiple meshes.

◆ Where it's heading

The project is layering a deterministic-adjacent solver alongside its Monte Carlo core rather than replacing it, and the ratio of random-ray work to core-solver work in each release keeps rising. In parallel it is packaging expert workflows into objects — R2SManager is the clearest case, turning a multi-stage shutdown dose calculation into a class rather than a recipe. The Python API is where most of that packaging surfaces, and it is also where the compatibility breaks land, with the minimum version moving to 3.12 in 0.16.0.

◆ Prediction

Given that every release since 0.15.0 has expanded the random ray solver's feedback and tally coverage, the next is likely to continue closing the gap between it and the main solver's feature set. The notes do not indicate whether it is intended to become a default path.

Alternatives to Apache Superset and OpenMC

Other Analytics 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 Apache Superset or OpenMC.

See all Apache Superset alternatives → · See all OpenMC alternatives →

Recent activity from Apache Superset and OpenMC

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 1d agoApache Supersetsuperset-helm-chart-0.22.5
  2. 5d agoOpenMCSurface-flux tallies and PDG particle identifiers in OpenMC 0.16.0
  3. 14d agoApache Supersetsuperset-helm-chart-0.22.4
  4. 18d agoApache Supersetsuperset-helm-chart-0.22.3
  5. 19d agoApache Supersetsuperset-helm-chart-0.22.2
  6. 20d agoApache Supersetsuperset-helm-chart-0.22.1
  7. 23d agoApache Supersetsuperset-helm-chart-0.22.0
  8. 8mo agoOpenMCR2SManager automates shutdown dose rate calculations in OpenMC 0.15.3
  9. 1y agoOpenMCOpenMC 0.15.2 hotfixes an MPI regression
  10. 1y agoOpenMCRay-traced material volumes and Phong-shaded plots in OpenMC 0.15.1
  11. 2y agoOpenMCOpenMC 0.15.0 introduces a random ray transport solver
  12. 2y agoOpenMCWeight window generation and continuous nuclide feed in OpenMC 0.14.0

Frequently asked questions

What is the difference between Apache Superset and OpenMC?

They serve adjacent needs but don't currently overlap on shipped themes. Apache Superset is currently shipping more aggressively (velocity 5.0 vs 2.5), 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 Apache Superset better than OpenMC?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Apache Superset is currently shipping more aggressively (velocity 5.0 vs 2.5), with 0 editorial sparks in the last 30 days against 0. For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.

What are the best alternatives to Apache Superset?

Top Apache Superset alternatives in Analytics are ranked by recent ship velocity. Browse the "Apache Superset alternatives" section above for the current picks, or visit /alternatives/apache-superset for the full list with editorial commentary on each.

What are the best alternatives to OpenMC?

Top OpenMC alternatives in Analytics are ranked by recent ship velocity. Browse the "OpenMC alternatives" section above for the current picks, or visit /alternatives/openmc for the full list with editorial commentary on each.