dbt Core
dbt 2.0 ships — proprietary binary forks from dbt-oss as AI agent skills land
A side-by-side editorial comparison of Apache HertzBeat and Microsoft Clarity — release velocity, themes, recent moves, and the top alternatives to consider.
A monitoring project whose public release feed skips the release that mattered.
HertzBeat's tracked entries cover four release candidates, and the record is patchy — v1.7.1 through v1.7.3 in mid-2025 carry no notes beyond a merge commit or a signoff line, then an eleven-month gap to v1.9.0-rc1 in July 2026. The 1.8.0 release never appears in the feed at all despite v1.9.0-rc1's own changelog referencing 1.8.0 documentation and download page updates, so this record is missing a version. What v1.9.0-rc1 does show is a split of hertzbeat-common into core and Spring modules, monitoring template fixes and broad internationalization work.
Microsoft Clarity builds out AI visibility analytics with bot page classification
Microsoft Clarity has pivoted materially toward AI crawl and citation analytics over the past several months. The product now surfaces AI-specific metrics across three surfaces: bot traffic analysis (page classification, robots.txt violation tracking), citation dashboards (branded vs. non-branded queries, topic grouping), and referral attribution (which AI crawlers drive actual site visits). This is no longer just a heatmap and session recording tool — AI visibility analytics is now a distinct product pillar.
HertzBeat's tracked entries cover four release candidates, and the record is patchy — v1.7.1 through v1.7.3 in mid-2025 carry no notes beyond a merge commit or a signoff line, then an eleven-month gap to v1.9.0-rc1 in July 2026. The 1.8.0 release never appears in the feed at all despite v1.9.0-rc1's own changelog referencing 1.8.0 documentation and download page updates, so this record is missing a version. What v1.9.0-rc1 does show is a split of hertzbeat-common into core and Spring modules, monitoring template fixes and broad internationalization work.
The visible direction is structural cleanup rather than new monitoring coverage — separating framework-agnostic code from Spring-specific code is the kind of refactor a project does when it wants the core embeddable elsewhere. The internationalization work and Apache graduation blog point at a project investing in the things that widen a contributor base. The revert of MongoDB user account metrics within the same candidate suggests new collectors still land unevenly.
Expect the common module split to continue and MongoDB account metrics to return once the issue behind the revert is resolved. The missing 1.8.0 entry is a feed gap worth confirming before treating the eleven-month silence as real.
Microsoft Clarity has pivoted materially toward AI crawl and citation analytics over the past several months. The product now surfaces AI-specific metrics across three surfaces: bot traffic analysis (page classification, robots.txt violation tracking), citation dashboards (branded vs. non-branded queries, topic grouping), and referral attribution (which AI crawlers drive actual site visits). This is no longer just a heatmap and session recording tool — AI visibility analytics is now a distinct product pillar.
Clarity is building an analytics layer for the AI search era, measuring how AI systems consume and cite content rather than only how humans navigate it. The consistent weekly shipping cadence in this space — page classification, scrape-to-referral, topic insights, query segmentation — signals deliberate expansion, not experiments. The next logical layer is competitive benchmarking: how does your site's AI citation share compare against peers by topic?
Clarity will add competitive benchmarking for AI citation share across topic areas, mirroring how traditional SEO tools provide keyword gap analysis against competitors.
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 HertzBeat or Microsoft Clarity.
dbt 2.0 ships — proprietary binary forks from dbt-oss as AI agent skills land
Keboola's AI data assistant Kai reaches GA for multi-tenant customers, with MCP one-click login simplifying AI tool access across projects.
Hex's chat agent can now build and publish Hex projects — analytics is going fully agentic.
Cribl Stream patches five 4.20.0 regressions while quietly shrinking its SDK surface.
OpenReplay handles dynamic HTML root swaps and iterates user journey analytics
Omni ships dbt on Trino and MCP app management, extending AI-native BI coverage
See all Apache HertzBeat alternatives → · See all Microsoft Clarity alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
They serve adjacent needs but don't currently overlap on shipped themes. Microsoft Clarity 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.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Microsoft Clarity 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.
Top Apache HertzBeat alternatives in Analytics are ranked by recent ship velocity. Browse the "Apache HertzBeat alternatives" section above for the current picks, or visit /alternatives/hertzbeat for the full list with editorial commentary on each.
Top Microsoft Clarity alternatives in Analytics are ranked by recent ship velocity. Browse the "Microsoft Clarity alternatives" section above for the current picks, or visit /alternatives/microsoft-clarity for the full list with editorial commentary on each.