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Comparison · Infra & APIs

Apache Druid vs runc

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

Apache Druid vs runc: at a glance

FeatureApache Druidrunc
SectorAnalytics, Infra & APIsInfra & APIs
Velocity score0.02.5
Sparks · 30d00
Top themesreal-time-analytics, apache-project, java-upgrade, operator-toolingcontainer runtime, release candidate, breaking changes, kernel workaround
Last editorial update1h ago2h ago
WebsiteVisit →Visit →

What is Apache Druid?

Druid 38 drops Java 17, recommends Java 25 and took longer to arrive than its predecessors

Druid 38.0.0 shipped on October 1 with over 250 changes from 37 contributors. It adds Java 25 support, drops Java 17, and introduces Historical tier aliases and a realtimeSegmentsMode query context that replaces realtimeSegmentsOnly. MSQ workers now fetch input files in the background by default, and Druid 38 is the last major that reads legacy ZSTD frames.

Read the full Apache Druid trajectory →

What is runc?

runc 1.6.0-rc.1 lifts the 1024-CPU limit and refuses settings it used to quietly ignore

The 1.6.0 cycle opened on October 6 with a first release candidate that is mostly cleanup: deprecated libcontainer APIs removed, Go 1.26 now required, urfave/cli moved from v1 to v3, and the binary about 15% smaller on amd64. The changes with operational weight are that cpuAffinity and NUMA memoryPolicy no longer stop at 1024 CPUs or nodes, and that a container asking for a read-only rootfs without its own mount namespace is now refused. Eleven days earlier 1.5.2 worked around a kernel bug, present since v6.17, that corrupted memory inside runc and caused random crashes on cgroup v2. It also stopped runc exec --cgroup from escaping into a sibling cgroup.

Read the full runc trajectory →

Apache Druid vs runc: editorial side-by-side

Apache Druid logo
Apache Druid
ANALYTICSINFRA · APIS
0.0

Druid 38 drops Java 17, recommends Java 25 and took longer to arrive than its predecessors

◆ Current state

Druid 38.0.0 shipped on October 1 with over 250 changes from 37 contributors. It adds Java 25 support, drops Java 17, and introduces Historical tier aliases and a realtimeSegmentsMode query context that replaces realtimeSegmentsOnly. MSQ workers now fetch input files in the background by default, and Druid 38 is the last major that reads legacy ZSTD frames.

◆ Where it's heading

The release is operator-focused: tier aliases and segment-mode controls target blue/green deployments and large clusters, and background fetching and Dart prefetching chase throughput. Compatibility remains a stated part of shipping, with explicit deprecations and upgrade notes. The gap from 37.0.0 was nearly five months, against about three for the release before, so the quarterly rhythm has loosened.

◆ Prediction

A 39 release candidate is the next visible step, and removal of legacy ZSTD frame support is already announced for a future release. Timing is less certain now that the last gap ran past a quarter.

R
runc
INFRA · APIS
2.5

runc 1.6.0-rc.1 lifts the 1024-CPU limit and refuses settings it used to quietly ignore

◆ Current state

The 1.6.0 cycle opened on October 6 with a first release candidate that is mostly cleanup: deprecated libcontainer APIs removed, Go 1.26 now required, urfave/cli moved from v1 to v3, and the binary about 15% smaller on amd64. The changes with operational weight are that cpuAffinity and NUMA memoryPolicy no longer stop at 1024 CPUs or nodes, and that a container asking for a read-only rootfs without its own mount namespace is now refused. Eleven days earlier 1.5.2 worked around a kernel bug, present since v6.17, that corrupted memory inside runc and caused random crashes on cgroup v2. It also stopped runc exec --cgroup from escaping into a sibling cgroup.

◆ Where it's heading

The project keeps converting silent behaviour into explicit behaviour. Read-only requests that were ignored now fail, a umask that was dropped is now honoured, and poststart hooks moved to conform to the runtime spec. The same maintainers are shrinking the surface underneath, dropping the deprecated API and the high-level cilium/ebpf path, which took roughly 7.5% off the 1.5.2 binary. Stricter behaviour plus a smaller dependency set is what a component under every container host would be expected to do between majors.

◆ Prediction

1.5.0's notes pointed to a 1.6.0 in late October 2026, and the feed so far shows only rc.1, so further release candidates or the final are the next entries to expect. The refused read-only configurations are the change most likely to surface as user reports during testing.

Apache Druid alternatives

Other Infra & APIs products tracked by Sparkpulse, ranked by recent ship velocity. Tap any card for the full editorial trajectory or compare directly with Apache Druid.

See all Apache Druid alternatives →

runc alternatives

Other Infra & APIs products tracked by Sparkpulse, ranked by recent ship velocity. Tap any card for the full editorial trajectory or compare directly with runc.

See all runc alternatives →

Recent activity from Apache Druid and runc

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

  1. 26d agoruncRelease candidate lifts 1024-CPU limit, removes deprecated APIs
  2. 1mo agoApache DruidDruid 38.0.0
  3. 1mo agoruncWorkaround for kernel bug that crashed runc on cgroup v2
  4. 1mo agoApache DruidDruid 38.0.0 release candidate 1 tagged
  5. 3mo agorunctmpfs regression on Ubuntu 20.04 kernels fixed
  6. 4mo agoruncrunc 1.5.0 stable, with dated support windows for older branches
  7. 4mo agoruncCVE-2026-41579: /dev symlink host write access fixed
  8. 4mo agoruncRelease candidate carrying the CVE-2026-41579 fix
  9. 5mo agoApache DruidDruid 37.0.0
  10. 6mo agoApache Druiddruid-37.0.0-rc1
  11. 8mo agoApache DruidDruid 36.0.0
  12. 9mo agoApache Druiddruid-36.0.0-rc1

Frequently asked questions

What is the difference between Apache Druid and runc?

They serve adjacent needs but don't currently overlap on shipped themes. runc is currently shipping more aggressively (velocity 2.5 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 Apache Druid better than runc?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. runc is currently shipping more aggressively (velocity 2.5 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 Apache Druid?

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

What are the best alternatives to runc?

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