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Comparison · Analytics
dbt Core vs Microsoft Clarity
A side-by-side editorial comparison of dbt Core and Microsoft Clarity — release velocity, themes, recent moves, and the top alternatives to consider.
dbt Core vs Microsoft Clarity: at a glance
What is dbt Core?
dbt's 1.x releases now point users at v2 straight from the command line.
dbt 2.0 GA split the project into a proprietary 'dbt' binary and dbt-oss, and the 2.0 dev channel has since added read-only Databricks Unity Catalog access through Lake Compute. The 1.x line is still shipping: 1.13.0b1 adds an opt-in --use-v2-parser that hands parsing to the Fusion parser, and today's 1.12.6 prints a v2 availability notice on dbt --version and relays Fusion parser logs through the otel log format.
What is Microsoft Clarity?
Clarity keeps turning bot traffic and AI citations into a second analytics product.
Microsoft Clarity's recent releases sit almost entirely on AI visibility: citation topics, branded vs non-branded query splits, scrape-to-referral attribution, and now custom brand terms. Bot Activity gained page-type classification, extending the crawler analytics that started with robots.txt violation reporting in June. The classic session-replay core barely appears in the last ten entries.
dbt Core vs Microsoft Clarity: editorial side-by-side
dbt Core
6.3ANALYTICS
dbt's 1.x releases now point users at v2 straight from the command line.
◆ Current state
dbt 2.0 GA split the project into a proprietary 'dbt' binary and dbt-oss, and the 2.0 dev channel has since added read-only Databricks Unity Catalog access through Lake Compute. The 1.x line is still shipping: 1.13.0b1 adds an opt-in --use-v2-parser that hands parsing to the Fusion parser, and today's 1.12.6 prints a v2 availability notice on dbt --version and relays Fusion parser logs through the otel log format.
◆ Where it's heading
The 1.x branch is being turned into an on-ramp for v2: a PyPI banner in 1.12.5, a CLI notice in 1.12.6, deprecated-version warnings and the Fusion parser opt-in in 1.13. Meanwhile 2.0 work concentrates on adapter parity (ClickHouse, Databricks) and Lake Compute.
◆ Prediction
Expect 1.13 to reach GA with the v2 parser opt-in and more migration prompts, and 2.0.x to extend Lake Compute past read-only Unity access. The entries don't show an end-of-life date for 1.x.
Microsoft Clarity
5.0ANALYTICS
Clarity keeps turning bot traffic and AI citations into a second analytics product.
◆ Current state
Microsoft Clarity's recent releases sit almost entirely on AI visibility: citation topics, branded vs non-branded query splits, scrape-to-referral attribution, and now custom brand terms. Bot Activity gained page-type classification, extending the crawler analytics that started with robots.txt violation reporting in June. The classic session-replay core barely appears in the last ten entries.
◆ Where it's heading
Each release adds another filter or segmentation layer to the same AI-visibility surface, moving it from raw counts toward per-page and per-brand reporting site owners can act on. The MCP server posts suggest Clarity also wants this data queried by agents, not just read in dashboards.
◆ Prediction
Expect the next step to connect AI citation and bot data more tightly to on-site sessions or conversions, following the scrape-to-referral pattern. Whether Clarity charges for any of this is not visible in the entries.
Alternatives to dbt Core and Microsoft Clarity
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 dbt Core or Microsoft Clarity.
OpenReplay
OpenReplay moves its Go backend to pgx v5 and patches vulnerable deps across 1.25–1.27.
Basedash
Basedash automations can now attach scheduled CSV exports to Slack and email.
OpenPanel
OpenPanel tags three more note-free builds in one evening, reaching 3.16.4.
Fulcrum
Fulcrum turns on Insights, its AI assistant for field data, for every customer.
Holistics
Holistics lets admins put a key dashboard on everyone's Home page.
See all dbt Core alternatives → · See all Microsoft Clarity alternatives →
Recent activity from dbt Core and Microsoft Clarity
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 15d agodbt Coredbt 1.12.6 points users to v2 and fixes Fusion parser logging
- 15d agodbt Coredbt 1.11.16 fixes nested wildcard selectors, adds tarball path check
- 15d agodbt Coredbt-core 1.13 beta adds opt-in Fusion parser and dbt login
- 28d agoMicrosoft ClarityHow We Use an AI Skill to Ship Clarity Releases with Confidence
- 1mo agoMicrosoft ClarityCustomize Your Brand Terms in Microsoft Clarity AI Visibility
- 1mo agodbt CoreLake Compute gains Databricks Unity Catalog read access
- 1mo agoMicrosoft ClarityIntroducing Page Classification in Clarity Bot Activity
- 1mo agodbt Coredbt v2.0.0 ⚡
- 1mo agodbt Coredbt v1.12.5
- 1mo agoMicrosoft ClarityHow SaaS Teams Can Use Clarity to Understand Monetization Behavior
- 2mo agoMicrosoft Clarity5 Advanced Queries You Should Try with the Clarity MCP Server
- 2mo agoMicrosoft ClarityUnderstand Which AI Crawlers Drive Real Visits with AI Scrape-to-Referral Insights
Frequently asked questions
What is the difference between dbt Core and Microsoft Clarity?
They serve adjacent needs but don't currently overlap on shipped themes. dbt Core is currently shipping more aggressively (velocity 6.3 vs 5.0), 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 dbt Core better than Microsoft Clarity?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. dbt Core is currently shipping more aggressively (velocity 6.3 vs 5.0), 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 dbt Core?
Top dbt Core alternatives in Analytics are ranked by recent ship velocity. Browse the "dbt Core alternatives" section above for the current picks, or visit /alternatives/dbt-core for the full list with editorial commentary on each.
What are the best alternatives to Microsoft Clarity?
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.