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Comparison · Analytics
AgencyAnalytics vs Apache Storm
A side-by-side editorial comparison of AgencyAnalytics and Apache Storm — release velocity, themes, recent moves, and the top alternatives to consider.
AgencyAnalytics vs Apache Storm: at a glance
What is AgencyAnalytics?
AgencyAnalytics keeps widening its integrations while tables learn row-level math
AgencyAnalytics publishes weekly product notes. The latest two added dark mode, Custom Metrics computed per row in table widgets, CallRail sentiment and tag breakdowns, HighLevel email campaign reporting, row-level period comparisons across 23 more integrations, and Quantcast as a new ad source. Mid-October brought its MCP server's first write actions and an AI Tracker view of existing AI answers that mention a client.
What is Apache Storm?
Storm 3.1 adds an Iceberg sink and closes a long list of security gaps in Nimbus and the UI.
Storm runs a 3.x line, started in July with 3.0.0's removal of all Clojure and a Java 21 baseline, alongside 2.8.x maintenance. 3.1.0 on September 12 adds a storm-iceberg module with an Apache Iceberg sink bolt and a setting to control JSONP wrapping, and spends most of its notes on hardening: log listings filtered by user permission, jar locations restricted to the Nimbus inbox, blobstore names confined to topology directories, TLS peer verification for worker connections and required Kryo class registration.
AgencyAnalytics vs Apache Storm: editorial side-by-side
AgencyAnalytics
5.0ANALYTICS
AgencyAnalytics keeps widening its integrations while tables learn row-level math
◆ Current state
AgencyAnalytics publishes weekly product notes. The latest two added dark mode, Custom Metrics computed per row in table widgets, CallRail sentiment and tag breakdowns, HighLevel email campaign reporting, row-level period comparisons across 23 more integrations, and Quantcast as a new ad source. Mid-October brought its MCP server's first write actions and an AI Tracker view of existing AI answers that mention a client.
◆ Where it's heading
Two threads run in parallel: more data sources and deeper table analysis for reporting, and AI features that both write to the account and track client visibility in AI answers.
◆ Prediction
More integrations will likely gain row-level comparison, since this week's release extended it to 23 at once.
Apache Storm
0.0ANALYTICS
Storm 3.1 adds an Iceberg sink and closes a long list of security gaps in Nimbus and the UI.
◆ Current state
Storm runs a 3.x line, started in July with 3.0.0's removal of all Clojure and a Java 21 baseline, alongside 2.8.x maintenance. 3.1.0 on September 12 adds a storm-iceberg module with an Apache Iceberg sink bolt and a setting to control JSONP wrapping, and spends most of its notes on hardening: log listings filtered by user permission, jar locations restricted to the Nimbus inbox, blobstore names confined to topology directories, TLS peer verification for worker connections and required Kryo class registration.
◆ Where it's heading
After the 2.8.6 and 2.8.7 CVE releases, the 3.x line is closing access-control gaps across Nimbus, the logviewer and worker transport. The Iceberg sink adds a direct path into lakehouse storage.
◆ Prediction
Expect 3.1.x follow-ups, possibly with security advisories for the hardened paths, and continued 2.8.x maintenance; whether more lakehouse connectors follow is unclear.
Alternatives to AgencyAnalytics and Apache Storm
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 AgencyAnalytics or Apache Storm.
Deepnote
Deepnote's agent now runs from first prompt to finished notebook without handoffs.
Apache HertzBeat
HertzBeat's 1.9.0 is on its second release candidate, and the feed still skips 1.8.0.
OpenPanel
OpenPanel moves from 3.18 to 3.20 in two days, still without a word of release notes.
Apache TsFile
TsFile 2.5 adds Go to its Java, C++ and Python implementations.
Glances
After a year of CVE fixes, Glances 4.5.7 turns to making its alerts tell the truth.
See all AgencyAnalytics alternatives → · See all Apache Storm alternatives →
Recent activity from AgencyAnalytics and Apache Storm
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 3d agoAgencyAnalyticsDark mode, a fresh chart palette, Custom Metrics in tables, and more
- 10d agoAgencyAnalyticsHighLevel email campaign data, row-level comparison across more data sources, and more
- 11d agoAgencyAnalyticsQuantcast is now available
- 14d agoAgencyAnalyticsNew Google Analytics dimensions: File Name and Link URL
- 17d agoAgencyAnalyticsFacebook reactions by type, multi-account ad reporting, and more
- 18d agoAgencyAnalyticsSee where your clients already show up in AI answers
- 1mo agoApache StormStorm 3.1.0 adds an Iceberg sink and security hardening
- 3mo agoApache StormStorm 3.0 drops Clojure entirely and moves to Java 21 ⚡
- 3mo agoApache Storm2.8.9 is a dependency sweep with one Flux viewer guard
- 3mo agoApache Storm2.8.8 backports a Kafka topology-lag fix
- 6mo agoApache StormTwo TLS CVEs fixed: JVM-wide downgrade and auth bypass
- 6mo agoApache StormDeserialization RCE and stored XSS in the UI are fixed
Frequently asked questions
What is the difference between AgencyAnalytics and Apache Storm?
They serve adjacent needs but don't currently overlap on shipped themes. AgencyAnalytics 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 AgencyAnalytics better than Apache Storm?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. AgencyAnalytics 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 AgencyAnalytics?
Top AgencyAnalytics alternatives in Analytics are ranked by recent ship velocity. Browse the "AgencyAnalytics alternatives" section above for the current picks, or visit /alternatives/agencyanalytics for the full list with editorial commentary on each.
What are the best alternatives to Apache Storm?
Top Apache Storm alternatives in Analytics are ranked by recent ship velocity. Browse the "Apache Storm alternatives" section above for the current picks, or visit /alternatives/storm for the full list with editorial commentary on each.