Delta Lake
Delta Lake's public stream is release mechanics; Kernel builds now carry a 4.5.0 label.
Comparison · Analytics
Dagster vs Microsoft Clarity
A side-by-side editorial comparison of Dagster and Microsoft Clarity — release velocity, themes, recent moves, and the top alternatives to consider.
Dagster vs Microsoft Clarity: at a glance
What is Dagster?
Dagster is untangling itself from dbt-core so dbt Fusion can run without a fight.
Dagster's recent 1.13 releases follow two threads. dagster-dbt no longer installs dbt-core, and a dbt v2 extra installs the Fusion engine with clear errors if the two are mixed. The UI keeps gaining phone layouts, now covering code locations, sensors and schedules, while 1.13.29 also speeds up run logs, global search and the asset catalog. Dagster+ added capacity-based alert policies, and agents can retry code locations that fail to start.
What is Microsoft Clarity?
Clarity pitches one view of agents, LLM referrals and human visitors.
Microsoft Clarity has spent the year on AI visibility: citation topics, branded vs non-branded query splits, scrape-to-referral attribution, custom brand terms and page-type classification for bots. A November 4 post frames the product as covering three journeys at once: AI agents acting on a site, LLMs recommending it, and people browsing it. The post's feed excerpt names agent activity and faster answers from site data but gives no release details.
Dagster vs Microsoft Clarity: editorial side-by-side
Dagster
5.0ANALYTICS
Dagster is untangling itself from dbt-core so dbt Fusion can run without a fight.
◆ Current state
Dagster's recent 1.13 releases follow two threads. dagster-dbt no longer installs dbt-core, and a dbt v2 extra installs the Fusion engine with clear errors if the two are mixed. The UI keeps gaining phone layouts, now covering code locations, sensors and schedules, while 1.13.29 also speeds up run logs, global search and the asset catalog. Dagster+ added capacity-based alert policies, and agents can retry code locations that fail to start.
◆ Where it's heading
The dbt work is a dependency reset with real consequences, because Fusion and dbt-core claim the same import namespace and overwrite each other silently. Dagster made the safe path the default and accepted a breaking change to do it. The rest of the window is operational hardening: resuming run workers on ECS, cross-account service discovery and clearer failure reasons when a run worker dies.
◆ Prediction
Weekly-style 1.13 releases should keep extending Fusion coverage in dagster-dbt, since metadata fetching there still degrades to warnings. Declarative Automation for jobs does not appear in these entries, so its exit from preview remains unconfirmed.
Microsoft Clarity
5.0ANALYTICS
Clarity pitches one view of agents, LLM referrals and human visitors.
◆ Current state
Microsoft Clarity has spent the year on AI visibility: citation topics, branded vs non-branded query splits, scrape-to-referral attribution, custom brand terms and page-type classification for bots. A November 4 post frames the product as covering three journeys at once: AI agents acting on a site, LLMs recommending it, and people browsing it. The post's feed excerpt names agent activity and faster answers from site data but gives no release details.
◆ Where it's heading
The October study of 5.2 million AI-powered sessions has become positioning: Clarity is moving from measuring AI crawlers to measuring agents that click and buy. Analytics on agent behavior is the next layer on top of its AI visibility dashboards.
◆ Prediction
Expect a concrete agent-activity report or dashboard with documented fields; the feed excerpt does not confirm whether one has shipped yet.
Alternatives to Dagster 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 Dagster or Microsoft Clarity.
Grafana Loki
Loki 4.0 RC strips out legacy storage backends and the simple scalable mode.
OpenObserve
OpenObserve 1.2.0-rc1 opens a metrics v2 cycle with chart alerts and forecasts.
Keboola
Keboola connects GitHub organizations once, ending personal tokens for private repos.
dbt Core
dbt-core 1.13 drops Python 3.10 and learns to tolerate v2-only project config.
Chord
Chord adds Amazon Conversions API to its CDP destinations as the catalog keeps widening.
See all Dagster alternatives → · See all Microsoft Clarity alternatives →
Recent activity from Dagster and Microsoft Clarity
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 6h agoDagster1.13.29: more mobile layouts, faster search and catalog
- 1d agoMicrosoft ClarityClarity ties AI agent, LLM referral and human visit data together
- 6d agoDagster1.13.28: dbt v2 extra and retries for failed code locations
- 7d agoMicrosoft ClarityWhat AI Agents Do on Websites: Insights From 5.2 Million Sessions
- 7d agoMicrosoft ClarityHow We Made clarity.js 4.5% Smaller Without Sacrificing Compatibility
- 10d agoDagster1.13.27: mobile run details, bounded BigQuery Insights scans
- 27d agoDagster1.13.26: dagster-dbt stops installing dbt-core
- 1mo agoDagster1.13.25: phone layout for the Dagster UI, ECS run resumes
- 1mo 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 agoMicrosoft ClarityIntroducing Page Classification in Clarity Bot Activity
- 1mo agoDagster1.13.24: cross-account ECS discovery, snapshot column lineage
Frequently asked questions
What is the difference between Dagster and Microsoft Clarity?
They serve adjacent needs but don't currently overlap on shipped themes. Dagster and Microsoft Clarity are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Dagster better than Microsoft Clarity?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Dagster and Microsoft Clarity are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to Dagster?
Top Dagster alternatives in Analytics are ranked by recent ship velocity. Browse the "Dagster alternatives" section above for the current picks, or visit /alternatives/dagster 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.