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Comparison · Analytics
AgencyAnalytics vs Apache TsFile
A side-by-side editorial comparison of AgencyAnalytics and Apache TsFile — release velocity, themes, recent moves, and the top alternatives to consider.
AgencyAnalytics vs Apache TsFile: 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 TsFile?
TsFile 2.5 adds Go to its Java, C++ and Python implementations.
Apache TsFile is the columnar time-series file format underneath IoTDB. The 2.x line has concentrated on the native and Python ends: Arrow-compatible results into Python DataFrames in 2.3.0, CSV, Parquet and Arrow conversion scripts in 2.3.1, SIMD and parallel reads in 2.4.0, and in October 2.5.0 with table-model read and write APIs for Go plus persistent dataset indexes. The old 1.1 line still gets occasional backport releases, most recently 1.1.4 in September.
AgencyAnalytics vs Apache TsFile: 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 TsFile
2.5ANALYTICS
TsFile 2.5 adds Go to its Java, C++ and Python implementations.
◆ Current state
Apache TsFile is the columnar time-series file format underneath IoTDB. The 2.x line has concentrated on the native and Python ends: Arrow-compatible results into Python DataFrames in 2.3.0, CSV, Parquet and Arrow conversion scripts in 2.3.1, SIMD and parallel reads in 2.4.0, and in October 2.5.0 with table-model read and write APIs for Go plus persistent dataset indexes. The old 1.1 line still gets occasional backport releases, most recently 1.1.4 in September.
◆ Where it's heading
TsFile is being shaped into an interchange format that non-JVM tools can read and write directly, with each release widening language coverage or speeding up the native path. The 1.1 backports show IoTDB users on older versions are still being supported.
◆ Prediction
Expect a 2.5.x patch release fixing the new Go and index features, following the pattern of 2.3.1 after 2.3.0.
Alternatives to AgencyAnalytics and Apache TsFile
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 TsFile.
Apache Storm
Storm 3.1 adds an Iceberg sink and closes a long list of security gaps in Nimbus and the UI.
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.
Glances
After a year of CVE fixes, Glances 4.5.7 turns to making its alerts tell the truth.
Apache Kylin
Kylin keeps tagging releases, 5.0.5 included, without saying what changed.
See all AgencyAnalytics alternatives → · See all Apache TsFile alternatives →
Recent activity from AgencyAnalytics and Apache TsFile
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
- 17d agoAgencyAnalyticsSee where your clients already show up in AI answers
- 19d agoApache TsFileApache TsFile 2.5.0
- 1mo agoApache TsFileTsFile 1.1.4 backports metadata and filter fixes
- 3mo agoApache TsFileSIMD and parallel read paths in Apache TsFile 2.4.0
- 5mo agoApache TsFileCSV, Parquet and Arrow conversion scripts for TsFile 2.3.1
- 6mo agoApache TsFileArrow-backed DataFrames and paginated reads in TsFile 2.3.0
- 6mo agoApache TsFileWrite-time schema changes and read/write encryption in TsFile 2.2.1
Frequently asked questions
What is the difference between AgencyAnalytics and Apache TsFile?
They serve adjacent needs but don't currently overlap on shipped themes. AgencyAnalytics 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 AgencyAnalytics better than Apache TsFile?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. AgencyAnalytics 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 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 TsFile?
Top Apache TsFile alternatives in Analytics are ranked by recent ship velocity. Browse the "Apache TsFile alternatives" section above for the current picks, or visit /alternatives/apache-tsfile for the full list with editorial commentary on each.