ANALYTICS
Two engines in one repo: the Python 1.x line tightens while Fusion 2.0 goes lakehouse-catalog native
Alternatives · analytics tools
OpenMetadata alternatives
The best OpenMetadata alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Aug 1, 2026
Looking for the best alternatives to OpenMetadata? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, OpenMetadata shipped 1 meaningful update in the last 30 days and carries a velocity score of 6.3 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About OpenMetadata
MCP servers became first-class governed assets in 1.13.0 — and 2.0 is now in release candidate.
OpenMetadata maintains two lines at once, 1.12.x and 1.13.x, and has just cut a 2.0.0 release candidate on top of them. The 1.13.0 feature release made MCP a first-class service category with service and server entities, execution logs, test-connection support, REST resources and UI pages, added usage analytics broken down by tool and user, and brought SAML SSO to MCP OAuth. Alongside it landed an RDF knowledge graph built on Apache Jena. Everything since has been maintenance on both lines, weighted heavily toward CVE patching.
Velocity 6.3 · Last update 1h ago
Top 12 alternatives to OpenMetadata
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
Lightdash is making the whole instance — dashboards, roles, agents — checkable into git
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Neo4j is turning the graph into something an agent can query without knowing Cypher.
ANALYTICS
Basedash turned its AI analyst into an API, then spent two weeks making it auditable
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Hex pulls its agent out of the notebook and into a CLI and API
ANALYTICS
Fulcrum is retiring Google Maps and betting its field app entirely on Esri.
ANALYTICS
Dagster's declarative automation engine just learned to trigger jobs, not only assets.
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DuckDB in the cloud is turning into an agent's workspace, not just a query engine.
ANALYTICS
Usermaven is outgrowing the pixel — CRM and payment conversions now count as native events.
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Every release in this window is columnstore work — compression is where TimescaleDB is spending
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The streaming engine is stable and the API is being narrowed — Polars is clearing ground for a breaking release
ANALYTICS
Tinybird is walking users off Classic one default flip at a time.
OpenMetadata vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| OpenMetadata (baseline) | 6.3 | 1 | data-catalogmcpgovernance | MCP becomes a first-class service category with usage analytics |
| dbt Core | 7.5 | 2 | data-transformationlakehouseiceberg | dbt-core 1.12.0 drops `dbt login` and the dbt-state plugin |
| Lightdash | 7.5 | 1 | bi-as-codedata-appsai-agents | 🔌 Data apps can now talk to APIs |
| Neo4j | 7.5 | 2 | graph-databasemcpagent-grounding | MCP for Aura Now Available |
| Basedash | 6.3 | 1 | ai-analystapi-platformembedded-analytics | Introducing the Basedash developer platform |
| Hex | 6.3 | 1 | agentscligenerative-apps | Hex Agent gets a CLI and API |
| Fulcrum | 6.3 | 1 | field-data-collectiongisesri-integration | Google Maps engine retires Sept 1; orgs auto-switch to Esri |
| Dagster | 6.3 | 1 | declarative-automationcomponentsdbt | Declarative Automation can now trigger jobs |
| MotherDuck | 6.3 | 1 | duckdbagent-nativemcp | Guides: shared agent context for metric definitions |
| Usermaven | 6.3 | 1 | product-analyticsevent-ingestionidentity-resolution | 🧩 Introducing Event Sources: The other half of your growth story |
| TimescaleDB | 5.0 | 0 | time-seriespostgres-extensioncolumnstore | — |
| Polars | 5.0 | 0 | dataframesstreaming-enginedeprecations | Rust Polars 0.54.4 stabilizes the streaming engine |
| Tinybird | 5.0 | 0 | real-time analyticsclickhouseplatform migration | — |
The 12 best OpenMetadata alternatives, in depth
1. dbt Core · velocity 7.5
Two engines in one repo: the Python 1.x line tightens while Fusion 2.0 goes lakehouse-catalog native.
Over the last 30 days dbt Core shipped 2 meaningful updates vs OpenMetadata's 1, most recently “dbt-core 1.12.0 drops `dbt login` and the dbt-state plugin”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where OpenMetadata leans on data catalog, mcp and governance, dbt Core focuses on data transformation, lakehouse and iceberg.
Over the last 30 days dbt Core has been shipping faster than OpenMetadata — a point in its favour if release momentum matters to you.
Full dbt Core trajectory → · Compare OpenMetadata vs dbt Core →
2. Lightdash · velocity 7.5
Lightdash is making the whole instance — dashboards, roles, agents — checkable into git.
Over the last 30 days Lightdash shipped 1 meaningful update vs OpenMetadata's 1, most recently “🔌 Data apps can now talk to APIs”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where OpenMetadata leans on data catalog, mcp and governance, Lightdash focuses on bi as code, data apps and ai agents.
Lightdash and OpenMetadata have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Lightdash trajectory → · Compare OpenMetadata vs Lightdash →
3. Neo4j · velocity 7.5
Neo4j is turning the graph into something an agent can query without knowing Cypher.
Over the last 30 days Neo4j shipped 2 meaningful updates vs OpenMetadata's 1, most recently “MCP for Aura Now Available”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where OpenMetadata leans on data catalog, mcp and governance, Neo4j focuses on graph database, mcp and agent grounding.
Over the last 30 days Neo4j has been shipping faster than OpenMetadata — a point in its favour if release momentum matters to you.
4. Basedash · velocity 6.3
Basedash turned its AI analyst into an API, then spent two weeks making it auditable.
Over the last 30 days Basedash shipped 1 meaningful update vs OpenMetadata's 1, most recently “Introducing the Basedash developer platform”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where OpenMetadata leans on data catalog, mcp and governance, Basedash focuses on ai analyst, api platform and embedded analytics.
Basedash and OpenMetadata have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Basedash trajectory → · Compare OpenMetadata vs Basedash →
5. Hex · velocity 6.3
Hex pulls its agent out of the notebook and into a CLI and API.
Over the last 30 days Hex shipped 1 meaningful update vs OpenMetadata's 1, most recently “Hex Agent gets a CLI and API”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where OpenMetadata leans on data catalog, mcp and governance, Hex focuses on agents, cli and generative apps.
Hex and OpenMetadata have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. Fulcrum · velocity 6.3
Fulcrum is retiring Google Maps and betting its field app entirely on Esri.
Over the last 30 days Fulcrum shipped 1 meaningful update vs OpenMetadata's 1, most recently “Google Maps engine retires Sept 1; orgs auto-switch to Esri”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where OpenMetadata leans on data catalog, mcp and governance, Fulcrum focuses on field data collection, gis and esri integration.
Fulcrum and OpenMetadata have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Fulcrum trajectory → · Compare OpenMetadata vs Fulcrum →
7. Dagster · velocity 6.3
Dagster's declarative automation engine just learned to trigger jobs, not only assets.
Over the last 30 days Dagster shipped 1 meaningful update vs OpenMetadata's 1, most recently “Declarative Automation can now trigger jobs”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where OpenMetadata leans on data catalog, mcp and governance, Dagster focuses on declarative automation, components and dbt.
Dagster and OpenMetadata have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Dagster trajectory → · Compare OpenMetadata vs Dagster →
8. MotherDuck · velocity 6.3
DuckDB in the cloud is turning into an agent's workspace, not just a query engine.
Over the last 30 days MotherDuck shipped 1 meaningful update vs OpenMetadata's 1, most recently “Guides: shared agent context for metric definitions”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where OpenMetadata leans on data catalog, mcp and governance, MotherDuck focuses on duckdb, agent native and mcp.
MotherDuck and OpenMetadata have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full MotherDuck trajectory → · Compare OpenMetadata vs MotherDuck →
9. Usermaven · velocity 6.3
Usermaven is outgrowing the pixel — CRM and payment conversions now count as native events.
Over the last 30 days Usermaven shipped 1 meaningful update vs OpenMetadata's 1, most recently “🧩 Introducing Event Sources: The other half of your growth story”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where OpenMetadata leans on data catalog, mcp and governance, Usermaven focuses on product analytics, event ingestion and identity resolution.
Usermaven and OpenMetadata have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Usermaven trajectory → · Compare OpenMetadata vs Usermaven →
10. TimescaleDB · velocity 5.0
Every release in this window is columnstore work — compression is where TimescaleDB is spending.
Over the last 30 days TimescaleDB shipped 0 meaningful updates vs OpenMetadata's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where OpenMetadata leans on data catalog, mcp and governance, TimescaleDB focuses on time series, postgres extension and columnstore.
TimescaleDB has shipped fewer meaningful updates than OpenMetadata in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full TimescaleDB trajectory → · Compare OpenMetadata vs TimescaleDB →
11. Polars · velocity 5.0
The streaming engine is stable and the API is being narrowed — Polars is clearing ground for a breaking release.
Over the last 30 days Polars shipped 0 meaningful updates vs OpenMetadata's 1, most recently “Rust Polars 0.54.4 stabilizes the streaming engine”. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where OpenMetadata leans on data catalog, mcp and governance, Polars focuses on dataframes, streaming engine and deprecations.
Polars has shipped fewer meaningful updates than OpenMetadata in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
12. Tinybird · velocity 5.0
Tinybird is walking users off Classic one default flip at a time.
Over the last 30 days Tinybird shipped 0 meaningful updates vs OpenMetadata's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where OpenMetadata leans on data catalog, mcp and governance, Tinybird focuses on real time analytics, clickhouse and platform migration.
Tinybird has shipped fewer meaningful updates than OpenMetadata in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full Tinybird trajectory → · Compare OpenMetadata vs Tinybird →
Frequently asked questions
What are the best alternatives to OpenMetadata?
The top OpenMetadata alternatives we currently track in analytics tools are dbt Core, Lightdash, Neo4j, Basedash, Hex, ranked by recent ship velocity.
How is this list of OpenMetadata alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare OpenMetadata directly with one of these alternatives?
Yes — every card has a "Compare with OpenMetadata" link to a side-by-side /compare page.