ANALYTICS
Fulcrum ships Follow Mode to iOS and Android and tightens MCP sign-in.
Alternatives · analytics tools
Metabase alternatives
The best Metabase alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Nov 14, 2026
Looking for the best alternatives to Metabase? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Metabase shipped 0 meaningful updates in the last 30 days and carries a velocity score of 2.5 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About Metabase
Metabase open-sourced its AI stack and shipped an MCP server — analytics is going agentic.
Metabase's recent two releases have been the most directionally significant in years. Metabase 60 (March) open-sourced the company's AI tools, shipped an official Metabase MCP server, put Metabot inside Slack, added bring-your-own-model, plus a metrics explorer and split multi-series charts. Metabase 59 (February) introduced Data Studio — an analyst workbench with a semantic layer — and pushed AI SQL generation into the open-source edition. Earlier 55–58 work focused on Documents, embedded analytics, dark mode, and governance.
Velocity 2.5 · Last update 6mo ago
Top 12 alternatives to Metabase
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
MotherDuck adds who-can-open controls to Dives and a SQL view of compute usage.
ANALYTICS
Fluent Bit 5.2 adds its own typed scripting language for log processing
ANALYTICS
Loki 4.0 reaches RC3 and narrows S3 storage classes to Standard and Standard-IA.
ANALYTICS
OpenMetadata 2.0.8 widens Hex, Sigma and BigQuery coverage while 2.1 waits in release candidates.
ANALYTICS
Dovetail lets admins choose which connectors members can plug into the workspace.
ANALYTICS
Dagster drops Python 3.10 and lets agents run schedules and sensors through MCP.
ANALYTICS
OpenHouse adds time-zone-aware retention and per-database table caps.
ANALYTICS
Countly 25.03.59 defaults to Node 26, supports MongoDB 9 and tightens app scoping.
ANALYTICS
Kubecost cuts three 3.3.2 release candidates in two days, still without notes.
ANALYTICS
RStudio opens the 2026.11 train with another NOTICE file update.
ANALYTICS
OpenObserve 1.2.0-rc2 is a long fix list that closes a cross-tenant write gap.
Metabase 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 |
|---|---|---|---|---|
| Metabase (baseline) | 2.5 | 0 | mcp serveragentic analyticsopen source ai | Metabase 60 |
| Fulcrum | 6.3 | 0 | field data collectiongpsmcp | — |
| MotherDuck | 6.3 | 1 | duckdb-cloudagentic-analyticsdata-apps | Redesigned UI puts Agent Chat on the home screen |
| Fluent Bit | 6.3 | 1 | observabilityloggingtyped-scripting | Fluent Bit 5.2 adds typed scripting, browser runtime and throttling |
| Grafana Loki | 6.3 | 1 | loggingobservabilitymajor-release | Loki 4.0 RC drops legacy storage backends and SSD mode |
| OpenMetadata | 5.0 | 0 | data-cataloglineageconnectors | — |
| Dovetail | 5.0 | 0 | customer-feedbackmcpai-assistants | — |
| Dagster | 5.0 | 0 | orchestrationmcpdbt-fusion | — |
| OpenHouse | 5.0 | 0 | data lakehouseicebergdata retention | — |
| Countly | 5.0 | 0 | product-analyticsself-hostedsecurity-patches | — |
| Kubecost | 5.0 | 0 | kubernetescost monitoringrelease candidates | — |
| RStudio | 5.0 | 0 | ider-languagerelease-train | — |
| OpenObserve | 5.0 | 0 | observabilitymetricsalerting | — |
The 12 best Metabase alternatives, in depth
1. Fulcrum · velocity 6.3
Fulcrum ships Follow Mode to iOS and Android and tightens MCP sign-in.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Metabase leans on mcp server, agentic analytics and open source ai, Fulcrum focuses on field data collection, gps and mcp.
Fulcrum and Metabase have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
2. MotherDuck · velocity 6.3
MotherDuck adds who-can-open controls to Dives and a SQL view of compute usage.
Over the last 30 days MotherDuck shipped 1 meaningful update vs Metabase's 0, most recently “Redesigned UI puts Agent Chat on the home screen”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Metabase leans on mcp server, agentic analytics and open source ai, MotherDuck focuses on duckdb cloud, agentic analytics and data apps.
Over the last 30 days MotherDuck has been shipping faster than Metabase — a point in its favour if release momentum matters to you.
Full MotherDuck trajectory → · Compare Metabase vs MotherDuck →
3. Fluent Bit · velocity 6.3
Fluent Bit 5.2 adds its own typed scripting language for log processing.
Over the last 30 days Fluent Bit shipped 1 meaningful update vs Metabase's 0, most recently “Fluent Bit 5.2 adds typed scripting, browser runtime and throttling”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Metabase leans on mcp server, agentic analytics and open source ai, Fluent Bit focuses on observability, logging and typed scripting.
Over the last 30 days Fluent Bit has been shipping faster than Metabase — a point in its favour if release momentum matters to you.
Full Fluent Bit trajectory → · Compare Metabase vs Fluent Bit →
4. Grafana Loki · velocity 6.3
Loki 4.0 reaches RC3 and narrows S3 storage classes to Standard and Standard-IA.
Over the last 30 days Grafana Loki shipped 1 meaningful update vs Metabase's 0, most recently “Loki 4.0 RC drops legacy storage backends and SSD mode”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Metabase leans on mcp server, agentic analytics and open source ai, Grafana Loki focuses on logging, observability and major release.
Over the last 30 days Grafana Loki has been shipping faster than Metabase — a point in its favour if release momentum matters to you.
Full Grafana Loki trajectory → · Compare Metabase vs Grafana Loki →
5. OpenMetadata · velocity 5.0
OpenMetadata 2.0.8 widens Hex, Sigma and BigQuery coverage while 2.1 waits in release candidates.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Metabase leans on mcp server, agentic analytics and open source ai, OpenMetadata focuses on data catalog, lineage and connectors.
OpenMetadata and Metabase have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full OpenMetadata trajectory → · Compare Metabase vs OpenMetadata →
6. Dovetail · velocity 5.0
Dovetail lets admins choose which connectors members can plug into the workspace.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Metabase leans on mcp server, agentic analytics and open source ai, Dovetail focuses on customer feedback, mcp and ai assistants.
Dovetail and Metabase have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. Dagster · velocity 5.0
Dagster drops Python 3.10 and lets agents run schedules and sensors through MCP.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Metabase leans on mcp server, agentic analytics and open source ai, Dagster focuses on orchestration, mcp and dbt fusion.
Dagster and Metabase have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
8. OpenHouse · velocity 5.0
OpenHouse adds time-zone-aware retention and per-database table caps.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Metabase leans on mcp server, agentic analytics and open source ai, OpenHouse focuses on data lakehouse, iceberg and data retention.
OpenHouse and Metabase have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full OpenHouse trajectory → · Compare Metabase vs OpenHouse →
9. Countly · velocity 5.0
Countly 25.03.59 defaults to Node 26, supports MongoDB 9 and tightens app scoping.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Metabase leans on mcp server, agentic analytics and open source ai, Countly focuses on product analytics, self hosted and security patches.
Countly and Metabase have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
10. Kubecost · velocity 5.0
Kubecost cuts three 3.3.2 release candidates in two days, still without notes.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Metabase leans on mcp server, agentic analytics and open source ai, Kubecost focuses on kubernetes, cost monitoring and release candidates.
Kubecost and Metabase have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
11. RStudio · velocity 5.0
RStudio opens the 2026.11 train with another NOTICE file update.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Metabase leans on mcp server, agentic analytics and open source ai, RStudio focuses on ide, r language and release train.
RStudio and Metabase have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
12. OpenObserve · velocity 5.0
OpenObserve 1.2.0-rc2 is a long fix list that closes a cross-tenant write gap.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Metabase leans on mcp server, agentic analytics and open source ai, OpenObserve focuses on observability, metrics and alerting.
OpenObserve and Metabase have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full OpenObserve trajectory → · Compare Metabase vs OpenObserve →
Frequently asked questions
What are the best alternatives to Metabase?
The top Metabase alternatives we currently track in analytics tools are Fulcrum, MotherDuck, Fluent Bit, Grafana Loki, OpenMetadata, ranked by recent ship velocity.
How is this list of Metabase alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Metabase directly with one of these alternatives?
Yes — every card has a "Compare with Metabase" link to a side-by-side /compare page.