OpenCTI
OpenCTI imports custom views from Hub and lays the groundwork for ingestion health.
Comparison · Analytics
Apache Iceberg vs HyperDX
A side-by-side editorial comparison of Apache Iceberg and HyperDX — release velocity, themes, recent moves, and the top alternatives to consider.
Apache Iceberg vs HyperDX: at a glance
What is Apache Iceberg?
Iceberg's release cadence is now backports and CVE patches across three live minor lines.
The project is maintaining 1.9.x, 1.10.x and 1.11.x concurrently, and the visible work is overwhelmingly maintenance: dependency bumps, backported fixes, and a steady stream of correctness repairs around nullability, deletes and the REST catalog. 1.10.2 in particular is almost entirely backports plus a CVE fix in a compression dependency.
What is HyperDX?
HyperDX 2.43 replays sessions from OpenTelemetry browser SDKs and routes alerts by tag.
HyperDX 2.43 lists and plays session replays from OpenTelemetry browser SDKs that send session.id, showing clicks, navigations, console output and exceptions. Alert tags now reach Generic and incident.io webhook bodies, so one shared webhook can route by owning team. The all-in-one image and Compose files pin ClickHouse to 26.8.36.3 for a security fix, following 2.42's CLI dashboard authoring and PromQL tile support.
Apache Iceberg vs HyperDX: editorial side-by-side
Apache Iceberg
0.0ANALYTICS
Iceberg's release cadence is now backports and CVE patches across three live minor lines.
◆ Current state
The project is maintaining 1.9.x, 1.10.x and 1.11.x concurrently, and the visible work is overwhelmingly maintenance: dependency bumps, backported fixes, and a steady stream of correctness repairs around nullability, deletes and the REST catalog. 1.10.2 in particular is almost entirely backports plus a CVE fix in a compression dependency.
◆ Where it's heading
The feature story lives in the minor releases and the spec, not the patches — Flink 2.0 support, Variant type work reaching Parquet readers, and repeated REST catalog validation fixes point at a format spending its effort on engine breadth and on the REST catalog as the standard access path. The patch stream shows a format mature enough that its hardest problems are now schema-evolution edge cases and cleanup-on-failure semantics.
◆ Prediction
Expect continued parallel maintenance of the 1.10.x and 1.11.x lines with backports dominating, and the next substantive work to land in Variant type coverage and REST catalog behaviour rather than in the core table spec.
HyperDX
5.0ANALYTICS
HyperDX 2.43 replays sessions from OpenTelemetry browser SDKs and routes alerts by tag.
◆ Current state
HyperDX 2.43 lists and plays session replays from OpenTelemetry browser SDKs that send session.id, showing clicks, navigations, console output and exceptions. Alert tags now reach Generic and incident.io webhook bodies, so one shared webhook can route by owning team. The all-in-one image and Compose files pin ClickHouse to 26.8.36.3 for a security fix, following 2.42's CLI dashboard authoring and PromQL tile support.
◆ Where it's heading
HyperDX is making dashboards and alerts manageable outside the UI, through the CLI, the API and MCP tools, while PromQL becomes a full citizen next to ClickHouse logs and traces. Session replay from standard OpenTelemetry SDKs extends the same openness to the browser, reducing reliance on a vendor SDK.
◆ Prediction
Expect session replay to gain more OpenTelemetry browser event types, and alert tags to reach further webhook templates.
Alternatives to Apache Iceberg and HyperDX
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 Iceberg or HyperDX.
Countly
Countly backports its token rules to 24.05 and moves that branch to Node 22.
Basedash
Basedash automations can now attach scheduled CSV exports to Slack and email.
OpenPanel
OpenPanel reaches 3.18.2 with six more note-free builds and an SDK patch.
Keboola
Keboola turns on Branched Storage for all stacks from November 2.
ChartMogul
ChartMogul's MRRaudit goes after its own core problem: MRR figures that don't reconcile.
See all Apache Iceberg alternatives → · See all HyperDX alternatives →
Recent activity from Apache Iceberg and HyperDX
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoHyperDXHyperDX 2.43: OTel session replay, alert tags in webhooks
- 1d agoHyperDXHyperDX common-utils 0.33.0 shared package release
- 1d agoHyperDXHyperDX API 2.43: alert tags and pinned ClickHouse
- 8d agoHyperDXHyperDX CLI 0.8 adds dashboard and saved-search authoring
- 8d agoHyperDXHyperDX collector 2.42: HTTPS remote-write, quieter JSON parsing
- 8d agoHyperDX@hyperdx/[email protected]
- 5mo agoApache Iceberg1.11.0 opens a new line on Spark 4.0.1
- 5mo agoApache IcebergBackport release fixes delete ordering and a compression CVE
- 10mo agoApache IcebergNullability and REST catalog validation fixes
- 1y agoApache IcebergFlink 2.0 support and Variant type reaches Parquet
- 1y agoApache IcebergStop retrying object-store 502 and 504 responses
Frequently asked questions
What is the difference between Apache Iceberg and HyperDX?
They serve adjacent needs but don't currently overlap on shipped themes. HyperDX 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 Apache Iceberg better than HyperDX?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. HyperDX 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 Analytics products to evaluate alongside.
What are the best alternatives to Apache Iceberg?
Top Apache Iceberg alternatives in Analytics are ranked by recent ship velocity. Browse the "Apache Iceberg alternatives" section above for the current picks, or visit /alternatives/apache-iceberg for the full list with editorial commentary on each.
What are the best alternatives to HyperDX?
Top HyperDX alternatives in Analytics are ranked by recent ship velocity. Browse the "HyperDX alternatives" section above for the current picks, or visit /alternatives/hyperdx for the full list with editorial commentary on each.