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OpenMC vs Apache Superset

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

OpenMC vs Apache Superset: at a glance

FeatureOpenMCApache Superset
SectorAnalyticsAnalytics
Velocity score2.55.0
Sparks · 30d00
Top themesmonte-carlo-transport, random-ray, depletion, neutronicshelm, packaging, deployment, release-cadence
Last editorial update3h ago1d ago
WebsiteVisit →Visit →

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 →

What is Apache Superset?

Superset's tracked feed is a Helm chart tag stream with no notes attached.

The feed being tracked carries Apache Superset's Helm chart releases rather than Superset itself. Six chart versions landed between mid-July and 10 August, walking 0.21.x up to 0.22.5, and every entry carries only the project's boilerplate one-line description. What actually changed in any given chart bump is not disclosed in the feed.

Read the full Apache Superset trajectory →

OpenMC vs Apache Superset: editorial side-by-side

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.

A5.0

Superset's tracked feed is a Helm chart tag stream with no notes attached.

◆ Current state

The feed being tracked carries Apache Superset's Helm chart releases rather than Superset itself. Six chart versions landed between mid-July and 10 August, walking 0.21.x up to 0.22.5, and every entry carries only the project's boilerplate one-line description. What actually changed in any given chart bump is not disclosed in the feed.

◆ Where it's heading

Chart releases are arriving roughly weekly, which points to steady packaging maintenance underneath — image bumps, template corrections, values-file changes — rather than a visible product push. Because the feed publishes no notes, the deployment layer is the only Superset surface observable here. Anyone tracking application-level work needs the core repository, not this stream.

◆ Prediction

The cadence supports exactly one confident call: more chart point releases within weeks. The entries carry no content indicating what those bumps will contain.

Alternatives to OpenMC and Apache Superset

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 OpenMC or Apache Superset.

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

Recent activity from OpenMC and Apache Superset

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 OpenMC and Apache Superset?

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 OpenMC better than Apache Superset?

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 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.

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/superset for the full list with editorial commentary on each.