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Comparison · Analytics
dbt Core vs OpenMetadata
A side-by-side editorial comparison of dbt Core and OpenMetadata — release velocity, themes, recent moves, and the top alternatives to consider.
dbt Core vs OpenMetadata: at a glance
What is dbt Core?
dbt Fusion's second beta is adapter work: ClickHouse gets materializations, indexes, and catalogs
Fusion 2.0 is in its second beta, and the content has shifted from engine capability to adapter coverage. beta.2 is almost entirely ClickHouse — Dictionary materialization, index definitions, additional settings, a relation-scoped catalog macro that fixes --write-catalog, and a seed nullability fix — plus Entra bearer-token authentication for the Fabric adapter. Behind it sits the August 14 backport wave, which cut releases for 1.1 through 1.8 in a single day to deliver one deprecated-version warning.
What is OpenMetadata?
A second 2.0 release candidate lands while 1.13 keeps absorbing governance and CVE fixes.
OpenMetadata is running two lines at once. The 2.0.0 major is on its second release candidate, both explicitly marked dev and test only with no stated changes. The 1.13 line continues as the shipping product: 1.13.3 fixed Snowflake foreign-key collisions across tables sharing a constraint name, unstuck data contracts left at Running, and repaired poisoned governance trigger filters, while 1.12.14 and 1.13.2 were dominated by dependency CVE patching across MLflow, PyArrow, log4j and the ingestion images.
dbt Core vs OpenMetadata: editorial side-by-side
dbt Core
6.3ANALYTICS
dbt Fusion's second beta is adapter work: ClickHouse gets materializations, indexes, and catalogs
◆ Current state
Fusion 2.0 is in its second beta, and the content has shifted from engine capability to adapter coverage. beta.2 is almost entirely ClickHouse — Dictionary materialization, index definitions, additional settings, a relation-scoped catalog macro that fixes --write-catalog, and a seed nullability fix — plus Entra bearer-token authentication for the Fabric adapter. Behind it sits the August 14 backport wave, which cut releases for 1.1 through 1.8 in a single day to deliver one deprecated-version warning.
◆ Where it's heading
The two ends of this project are pulling apart cleanly. Old branches are being prepared for retirement — a deprecation warning fanned across eight of them, Python 3.8 testing dropped from 1.4 through 1.6 — while Fusion accumulates the adapter breadth it needs to be a credible replacement. beta.1 proved the engine could bind without a catalog; beta.2 is the unglamorous follow-through of making a specific warehouse work properly.
◆ Prediction
Expect further beta releases filling in per-adapter gaps rather than new engine capability, and formal end-of-life notices for the branches that just took the deprecation warning.
OpenMetadata
5.0ANALYTICS
A second 2.0 release candidate lands while 1.13 keeps absorbing governance and CVE fixes.
◆ Current state
OpenMetadata is running two lines at once. The 2.0.0 major is on its second release candidate, both explicitly marked dev and test only with no stated changes. The 1.13 line continues as the shipping product: 1.13.3 fixed Snowflake foreign-key collisions across tables sharing a constraint name, unstuck data contracts left at Running, and repaired poisoned governance trigger filters, while 1.12.14 and 1.13.2 were dominated by dependency CVE patching across MLflow, PyArrow, log4j and the ingestion images.
◆ Where it's heading
The direction was set by 1.13.0, which made MCP a first-class service category and added an RDF knowledge graph; everything since has been consolidation around those two surfaces plus a heavy security-patch cadence. With 2.0 now on its second RC and carrying no published notes, the interesting question — what actually changes in the major — remains unanswered by the entries themselves.
◆ Prediction
Expect further 2.0 release candidates before a final, and continued 1.13.x maintenance releases weighted toward governance-workflow fixes and dependency patching until the major stabilizes.
Alternatives to dbt Core and OpenMetadata
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 OpenMetadata.
Holistics
Holistics keeps fencing in the AI layer it spent the summer building.
Dovetail
Dovetail spent July opening doors to other tools and August making its own rooms easier to enter.
tulpa
The 0.0.x train stops at CRAN: tulpa's engine ships to the ecosystem it already anchors.
AgencyAnalytics
AgencyAI got skills three weeks ago; everything since has been making them routine.
NocoDB
Interfaces gets the permissions layer it needed, one release after launching.
See all dbt Core alternatives → · See all OpenMetadata alternatives →
Recent activity from dbt Core and OpenMetadata
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agodbt CoreFusion beta.2 fills in ClickHouse materializations and catalogs
- 5d agodbt Coredbt 1.2.7 backports the deprecated-version warning and old fixes
- 5d agodbt Coredbt 1.1.6 backports the deprecated-version warning and old fixes
- 5d agodbt Coredbt 1.3.8 backports the deprecated-version warning
- 5d agodbt Coredbt 1.4.10 drops Python 3.8 and warns on deprecated versions
- 5d agodbt Coredbt 1.5.12 drops Python 3.8 and warns on deprecated versions
- 6d agoOpenMetadataSecond 2.0.0 release candidate, still dev and test only
- 19d agoOpenMetadataSnowflake foreign-key collisions and governance workflow fixes
- 20d agoOpenMetadata2.0.0 enters release candidate, dev and test only
- 20d agoOpenMetadataMCP tool enhancements, log4j CVE patch, reindexing fixes
- 20d agoOpenMetadataMLflow, PyArrow and server dependency CVE patches
- 1mo agoOpenMetadataMCP becomes a first-class service category with usage analytics ⚡
Frequently asked questions
What is the difference between dbt Core and OpenMetadata?
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 OpenMetadata?
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 OpenMetadata?
Top OpenMetadata alternatives in Analytics are ranked by recent ship velocity. Browse the "OpenMetadata alternatives" section above for the current picks, or visit /alternatives/openmetadata for the full list with editorial commentary on each.