OpenMetadata
OpenMetadata reaches 2.1 rc1 after a month of repairing 2.0's connectors.
Comparison · Analytics
Dagster vs Tinylytics
A side-by-side editorial comparison of Dagster and Tinylytics — release velocity, themes, recent moves, and the top alternatives to consider.
Dagster vs Tinylytics: at a glance
What is Dagster?
Dagster is untangling itself from dbt-core so dbt Fusion can run without a fight.
Dagster's six most recent 1.13 releases are dominated by two threads. dagster-dbt no longer installs dbt-core, and a new extra installs dbt v2, the Fusion engine, with clear errors if the two are combined. The UI gained a phone layout covering Home, Jobs, Automation, Timeline, the Asset Catalog and run details. Dagster+ also added capacity-based alert policies, and agents can now retry code locations that fail to start.
What is Tinylytics?
Tinylytics is cleaning its numbers and adding an AI-ranked SEO audit for Ultra customers
Tinylytics shipped a simpler embed script, moved widget setup into Settings, and now excludes hits from cloud hosting networks and Tor, after filtering a Singapore bot source in September that accounted for around 95% of traffic from that country. On Ultra, a new SEO audit has an AI model rank findings into a fix list, with weekly re-checks. Form tracking, Named Goals, stat cards, and timestamped hit imports fill out the period.
Dagster vs Tinylytics: 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 six most recent 1.13 releases are dominated by two threads. dagster-dbt no longer installs dbt-core, and a new extra installs dbt v2, the Fusion engine, with clear errors if the two are combined. The UI gained a phone layout covering Home, Jobs, Automation, Timeline, the Asset Catalog and run details. Dagster+ also added capacity-based alert policies, and agents can now 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.
Tinylytics
5.0ANALYTICS
Tinylytics is cleaning its numbers and adding an AI-ranked SEO audit for Ultra customers
◆ Current state
Tinylytics shipped a simpler embed script, moved widget setup into Settings, and now excludes hits from cloud hosting networks and Tor, after filtering a Singapore bot source in September that accounted for around 95% of traffic from that country. On Ultra, a new SEO audit has an AI model rank findings into a fix list, with weekly re-checks. Form tracking, Named Goals, stat cards, and timestamped hit imports fill out the period.
◆ Where it's heading
Three lines are running together: data quality, tools that say what to do next, and agent access. Each filtering change makes the numbers more defensible, the SEO audit moves the product from reporting toward recommending, and the MCP and API keep gaining tools with most releases. The old-hit import, with its original timestamps, also courts users switching from other analytics tools.
◆ Prediction
Expect more audit-style features on Ultra and MCP tools that follow each new dashboard surface, as content issues and widget settings just did. Further traffic filtering is likely, given how often it has come up since September.
Alternatives to Dagster and Tinylytics
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 Tinylytics.
Stitch
Stitch keeps patching connectors one replication bug at a time.
Datawrapper
Datawrapper's October is touch tooltips, keyboard focus and small chart repairs.
Fluent Bit
Fluent Bit spends October bounding what its inputs will accept.
Axiom
Axiom makes agent work checkable, and points alerts straight at coding agents
Apache Pinot
Pinot 1.6 adds SQL DDL and vector backends, and now needs Java 25 to run its services.
See all Dagster alternatives → · See all Tinylytics alternatives →
Recent activity from Dagster and Tinylytics
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 2d agoDagster1.13.28: dbt v2 extra and retries for failed code locations
- 5d agoTinylyticsA simpler embed script, cleaner stats and archiving that keeps your history
- 6d agoDagster1.13.27: mobile run details, bounded BigQuery Insights scans
- 12d agoTinylyticsAn SEO audit with a ranked fix list, page names, and imports that keep their dates
- 17d agoTinylyticsAutomatic form tracking, a Direct row in Referrers, and more countries in email reports
- 23d agoDagster1.13.26: dagster-dbt stops installing dbt-core
- 26d agoTinylyticsStat cards, new widget looks, Developer mode, and achievements
- 1mo agoDagster1.13.25: phone layout for the Dagster UI, ECS run resumes
- 1mo agoTinylyticsCleaner stats: Singapore bot traffic is now filtered out
- 1mo agoTinylyticsNamed Goals, Rebuilt Docs, and a Bigger MCP Toolbox
- 1mo agoDagster1.13.24: cross-account ECS discovery, snapshot column lineage
- 1mo agoDagster1.13.23: alert policies on deployment capacity
Frequently asked questions
What is the difference between Dagster and Tinylytics?
They serve adjacent needs but don't currently overlap on shipped themes. Dagster and Tinylytics 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 Tinylytics?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Dagster and Tinylytics 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 Tinylytics?
Top Tinylytics alternatives in Analytics are ranked by recent ship velocity. Browse the "Tinylytics alternatives" section above for the current picks, or visit /alternatives/tinylytics for the full list with editorial commentary on each.