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Comparison · Analytics

Cluvio vs Dagster

A side-by-side editorial comparison of Cluvio and Dagster — release velocity, themes, recent moves, and the top alternatives to consider.

Cluvio vs Dagster: at a glance

FeatureCluvioDagster
SectorAnalyticsAnalytics
Velocity score0.05.0
Sparks · 30d00
Top themessql analytics, embedded dashboards, localization, governanceorchestration, mcp, dbt-fusion, dagster-plus
Last editorial update11d ago5h ago
Website—Visit →

What is Cluvio?

Cluvio's shared dashboards now speak the viewer's language, down to number formats.

Cluvio is a SQL-first BI tool that ships detailed, incremental releases. Since July it has translated sharing links and embeds into 25 languages, then made them format numbers and dates for the viewer's locale. It also added a dashboard change history, an organization-wide dashboard and sharing-link manager, pivot table drill-down, viewer-mode sign-in on a second device and snippet management inside the report editor.

Read the full Cluvio trajectory →

What is Dagster?

Dagster drops Python 3.10 and lets agents run schedules and sensors through MCP.

Dagster's 1.13 line ships weekly and follows two threads. dagster-dbt no longer installs dbt-core and gained a dbt v2 extra for the Fusion engine, while the UI keeps getting phone layouts and faster search and catalog pages. 1.13.30 on November 12 makes Python 3.11 the minimum and widens the Dagster+ MCP server to reading and toggling schedules and sensors and managing partitions.

Read the full Dagster trajectory →

Cluvio vs Dagster: editorial side-by-side

C
Cluvio
ANALYTICS
0.0

Cluvio's shared dashboards now speak the viewer's language, down to number formats.

◆ Current state

Cluvio is a SQL-first BI tool that ships detailed, incremental releases. Since July it has translated sharing links and embeds into 25 languages, then made them format numbers and dates for the viewer's locale. It also added a dashboard change history, an organization-wide dashboard and sharing-link manager, pivot table drill-down, viewer-mode sign-in on a second device and snippet management inside the report editor.

◆ Where it's heading

The focus has moved toward shared and embedded dashboards: localization, sharing-link management, change history and embed reliability. That suits teams using Cluvio to serve dashboards to customers or many regions. The analyst side keeps getting careful refinements, such as pivot drill-down and snippets.

◆ Prediction

Expect more work on embeds and sharing links, such as finer locale or access controls. The entries don't show further Static Tables work since June.

D
Dagster
ANALYTICS
5.0

Dagster drops Python 3.10 and lets agents run schedules and sensors through MCP.

◆ Current state

Dagster's 1.13 line ships weekly and follows two threads. dagster-dbt no longer installs dbt-core and gained a dbt v2 extra for the Fusion engine, while the UI keeps getting phone layouts and faster search and catalog pages. 1.13.30 on November 12 makes Python 3.11 the minimum and widens the Dagster+ MCP server to reading and toggling schedules and sensors and managing partitions.

◆ Where it's heading

The Dagster+ MCP server has grown release by release, from launching runs without a code location in September to controlling schedules, sensors and partitions now. Combined with the dbt split, Dagster is trimming legacy dependencies while making the orchestrator something an agent can operate, not just a person in the UI.

◆ Prediction

The MCP server still lacks write access to things like backfills and alert policies, so expanding it there is the most visible next step; further Python and dbt version floors are likely to follow the 3.10 cut.

Alternatives to Cluvio and Dagster

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 Cluvio or Dagster.

See all Cluvio alternatives → · See all Dagster alternatives →

Recent activity from Cluvio and Dagster

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 1d agoDagster1.13.30: Python 3.11 minimum, more Dagster+ MCP tools
  2. 8d agoDagster1.13.29: more mobile layouts, faster search and catalog
  3. 14d agoDagster1.13.28: dbt v2 extra and retries for failed code locations
  4. 18d agoDagster1.13.27: mobile run details, bounded BigQuery Insights scans
  5. 1mo agoDagster1.13.26: dagster-dbt stops installing dbt-core
  6. 1mo agoCluvio🔌 Alert on datasource connectivity issues
  7. 1mo agoDagster1.13.25: phone layout for the Dagster UI, ECS run resumes
  8. 1mo agoCluvioSharing links format numbers and dates in the viewer's language
  9. 1mo agoCluvioManage snippets without leaving the report editor
  10. 2mo agoCluvioEmbeds recover from expired sharing secrets, plus fixes
  11. 2mo agoCluvioMap points render above polygons; queued exports labelled
  12. 2mo agoCluvioThree improvements to the pivot table

Frequently asked questions

What is the difference between Cluvio and Dagster?

They serve adjacent needs but don't currently overlap on shipped themes. Dagster is currently shipping more aggressively (velocity 5.0 vs 0.0), 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 Cluvio better than Dagster?

Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Dagster is currently shipping more aggressively (velocity 5.0 vs 0.0), 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 Cluvio?

Top Cluvio alternatives in Analytics are ranked by recent ship velocity. Browse the "Cluvio alternatives" section above for the current picks, or visit /alternatives/cluvio for the full list with editorial commentary on each.

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.