OpenMetadata
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Comparison · Analytics
Hex vs Dagster
A side-by-side editorial comparison of Hex and Dagster — release velocity, themes, recent moves, and the top alternatives to consider.
Hex vs Dagster: at a glance
| Feature | Hex | Dagster |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 6.3 | 5.0 |
| Sparks · 30d | 1 | 0 |
| Top themes | data analytics, ai agent, code-defined projects, observability | orchestration, mcp, dbt-fusion, dagster-plus |
| Last editorial update | 3d ago | 4h ago |
| Website | — | Visit → |
What is Hex?
Hex 4.0 rebuilds projects as code so agents can build them from anywhere.
Hex is a data workspace whose agent builds projects, Generative Apps and published eval suites, and can be called from the CLI and API. Hex 4.0, now in public beta, makes projects fully code-defined, lets them be built from outside Hex, adds observability across agents, and ships a new review-focused UI and a faster execution engine. The announcement entry lists these headings without detail.
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.
Hex vs Dagster: editorial side-by-side
Hex
6.3ANALYTICS
Hex 4.0 rebuilds projects as code so agents can build them from anywhere.
◆ Current state
Hex is a data workspace whose agent builds projects, Generative Apps and published eval suites, and can be called from the CLI and API. Hex 4.0, now in public beta, makes projects fully code-defined, lets them be built from outside Hex, adds observability across agents, and ships a new review-focused UI and a faster execution engine. The announcement entry lists these headings without detail.
◆ Where it's heading
Since July, Hex has been moving its agent out of the notebook: first callable from the CLI and API, then building whole projects, then metered and tracked. A code-defined project format is the step that lets any agent or editor produce Hex work, with Hex becoming the place people review and run it.
◆ Prediction
Expect the 4.0 beta to be followed by tooling for editing projects as files, such as git sync or editor integrations, and by more agent observability; the entry is too thin to say when general availability lands.
Dagster
5.0ANALYTICS
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 Hex 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 Hex or Dagster.
Dovetail
Dovetail lets admins choose which connectors members can plug into the workspace.
OpenHouse
OpenHouse adds time-zone-aware retention and per-database table caps.
Countly
Countly 25.03.59 defaults to Node 26, supports MongoDB 9 and tightens app scoping.
Kubecost
Kubecost cuts three 3.3.2 release candidates in two days, still without notes.
RStudio
RStudio opens the 2026.11 train with another NOTICE file update.
Recent activity from Hex and Dagster
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoDagster1.13.30: Python 3.11 minimum, more Dagster+ MCP tools
- 3d agoHexHex 4.0 beta: code-defined projects, new UI and engine ⚡
- 8d agoDagster1.13.29: more mobile layouts, faster search and catalog
- 14d agoDagster1.13.28: dbt v2 extra and retries for failed code locations
- 18d agoDagster1.13.27: mobile run details, bounded BigQuery Insights scans
- 22d agoHexPull agent usage data and import Ossie models
- 1mo agoDagster1.13.26: dagster-dbt stops installing dbt-core
- 1mo agoDagster1.13.25: phone layout for the Dagster UI, ECS run resumes
- 1mo agoHexSee how your team uses the agent
- 1mo agoHexExplore and share insights from Generative Apps
- 2mo agoHexPublish eval suites, skip approvals, and build Hex projects from your chat agent ⚡
- 2mo agoHexMore control over Generative app iteration
Frequently asked questions
What is the difference between Hex and Dagster?
They serve adjacent needs but don't currently overlap on shipped themes. Hex is currently shipping more aggressively (velocity 6.3 vs 5.0), with 1 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 Hex better than Dagster?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Hex is currently shipping more aggressively (velocity 6.3 vs 5.0), with 1 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 Hex?
Top Hex alternatives in Analytics are ranked by recent ship velocity. Browse the "Hex alternatives" section above for the current picks, or visit /alternatives/hex 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.