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Comparison · Analytics
dbt Core vs Hex
A side-by-side editorial comparison of dbt Core and Hex — release velocity, themes, recent moves, and the top alternatives to consider.
dbt Core vs Hex: at a glance
| Feature | dbt Core | Hex |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 6.3 | 5.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | fusion-migration, v2-transition, semantic-layer, adapters | data analytics, ai agent, semantic layer, governance |
| Last editorial update | 14d ago | 3d ago |
| Website | Visit → | — |
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 Hex?
Hex exposes agent usage and credit data as its AI agent becomes a metered product.
Hex is a data workspace whose agent now builds projects, Generative Apps and published eval suites, and can be called from the CLI and API. The latest release lets admins pull agent usage and credit-grant data and import Apache Ossie semantic models.
dbt Core vs Hex: 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.
Hex
5.0ANALYTICS
Hex exposes agent usage and credit data as its AI agent becomes a metered product.
◆ Current state
Hex is a data workspace whose agent now builds projects, Generative Apps and published eval suites, and can be called from the CLI and API. The latest release lets admins pull agent usage and credit-grant data and import Apache Ossie semantic models.
◆ Where it's heading
Hex spent the summer turning its agent from a query helper into a governed builder, and it is now adding the controls needed to run it at scale: usage classification, credit accounting and semantic-model imports. The direction is AI-driven analytics that finance and data-governance teams will sign off on.
◆ Prediction
Expect more admin-side controls for agent spend and more semantic-layer integrations, building on the Ossie import.
Alternatives to dbt Core and Hex
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 Hex.
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 Hex alternatives →
Recent activity from dbt Core and Hex
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 7d agoHexPull agent usage data and import Ossie models
- 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
- 1mo agoHexSee how your team uses the agent
- 1mo agodbt CoreLake Compute gains Databricks Unity Catalog read access
- 1mo agoHexExplore and share insights from Generative Apps
- 1mo agodbt Coredbt v2.0.0 ⚡
- 1mo agodbt Coredbt v1.12.5
- 1mo agoHexPublish eval suites, skip approvals, and build Hex projects from your chat agent ⚡
- 1mo agoHexMore control over Generative app iteration
- 2mo agoHexChart controls and easier collaboration
Frequently asked questions
What is the difference between dbt Core and Hex?
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 Hex?
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 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.