OpenMetadata
OpenMetadata 2.0.8 widens Hex, Sigma and BigQuery coverage while 2.1 waits in release candidates.
A side-by-side editorial comparison of Holistics and Kubecost — release velocity, themes, recent moves, and the top alternatives to consider.
Holistics adds period-over-period comparison to dashboards and turns viz aggregations into metrics.
Holistics is shipping weekly changes on both the modeling and consumption sides of its BI product. Viewers can now compare periods from a dashboard chart's Analyze menu, next to trend and reference lines. On the modeling side, aggregating a dimension on a viz now creates a reusable metric, after recent additions of Data Lineage, Apache Ossie conversion and branches.
Kubecost cuts three 3.3.2 release candidates in two days, still without notes.
Kubecost opened the 3.3.2 patch line on November 11 and tagged rc.1 through rc.3 by November 13. Each is an automated in-code version bump with no described changes, as with every tag since October, when the 3.3.1 and 3.2.5 candidates went out the same way.
Holistics is shipping weekly changes on both the modeling and consumption sides of its BI product. Viewers can now compare periods from a dashboard chart's Analyze menu, next to trend and reference lines. On the modeling side, aggregating a dimension on a viz now creates a reusable metric, after recent additions of Data Lineage, Apache Ossie conversion and branches.
Analysis that used to need a modeler keeps moving into the dashboard viewer's hands, while ad-hoc work in vizzes feeds back into the semantic layer as reusable definitions. Both directions strengthen the semantic model as the center of the product.
More Analyze-menu options for viewers look likely, since period comparison is the third such tool added in a month after trend and reference lines.
Kubecost opened the 3.3.2 patch line on November 11 and tagged rc.1 through rc.3 by November 13. Each is an automated in-code version bump with no described changes, as with every tag since October, when the 3.3.1 and 3.2.5 candidates went out the same way.
The quick run of candidates suggests 3.3.2 is close to a final tag. The public tags still say nothing about what the patch fixes.
Expect a 3.3.2 final tag within days; what it changes will not be visible from these release notes.
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 Holistics or Kubecost.
OpenMetadata 2.0.8 widens Hex, Sigma and BigQuery coverage while 2.1 waits in release candidates.
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See all Holistics alternatives → · See all Kubecost alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Holistics and Kubecost are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Holistics and Kubecost are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
Top Holistics alternatives in Analytics are ranked by recent ship velocity. Browse the "Holistics alternatives" section above for the current picks, or visit /alternatives/holistics for the full list with editorial commentary on each.
Top Kubecost alternatives in Analytics are ranked by recent ship velocity. Browse the "Kubecost alternatives" section above for the current picks, or visit /alternatives/kubecost for the full list with editorial commentary on each.