ANALYTICS
Calibre MCP lets your coding agent read RUM and Lighthouse data, then fix the slow code
Alternatives · analytics tools
Holistics alternatives
The best Holistics alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Nov 10, 2026
Looking for the best alternatives to Holistics? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Holistics shipped 0 meaningful updates in the last 30 days and carries a velocity score of 5.0 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About Holistics
Holistics adds period-over-period comparison to dashboards and turns viz aggregations into metrics.
Holistics is shipping weekly changes on both the modeling and consumption sides of its BI product. Viewers can now compare periods from a dashboard chart's Analyze menu, next to trend and reference lines. On the modeling side, aggregating a dimension on a viz now creates a reusable metric, after recent additions of Data Lineage, Apache Ossie conversion and branches.
Velocity 5.0 · Last update 18h ago
Top 12 alternatives to Holistics
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
Loki 4.0 reaches RC3 and narrows S3 storage classes to Standard and Standard-IA.
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Fulcrum lets AI assistants sign in to its MCP server with a normal account.
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MotherDuck rebuilds its UI so the first thing you see is an agent, not a SQL editor.
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Glances 4.5.9 closes out the 4.x line as a 5.0 beta opens for testing.
ANALYTICS
Dovetail opens its docs to Claude and ChatGPT as co-authors.
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OpenReplay's feed is Helm chart bumps behind its asset-cacher deny list.
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Tinybird shrinks its Local image by a third after a run of observability updates.
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OpenHouse tightens view authorization and moves its optimizer schema to Flyway.
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Delta Lake's public stream is Databricks builds and code cleanup on the way to 4.5.
ANALYTICS
OpenCTI adds custom fields to cases and backports its draft-access fix to both LTS lines.
ANALYTICS
Basedash ships verified dashboards so teams know which numbers to trust.
Holistics 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 |
|---|---|---|---|---|
| Holistics (baseline) | 5.0 | 0 | business intelligencesemantic layerdashboards | — |
| Calibre | 6.3 | 1 | web-performancemcpcoding-agents | Calibre MCP: connect your coding agent to your performance data |
| Grafana Loki | 6.3 | 1 | loggingobservabilitymajor-release | Loki 4.0 RC drops legacy storage backends and SSD mode |
| Fulcrum | 6.3 | 0 | field data collectionai assistantmcp | — |
| MotherDuck | 6.3 | 1 | duckdb-cloudagentic-analyticsdata-apps | Redesigned UI puts Agent Chat on the home screen |
| Glances | 5.0 | 0 | system monitoringsecurity fixesmajor version | — |
| Dovetail | 5.0 | 0 | customer-feedbackresearch-docsai-assistants | — |
| OpenReplay | 5.0 | 0 | session replayself-hostedhelm | — |
| Tinybird | 5.0 | 0 | real-time analyticslocal developmentobservability | — |
| OpenHouse | 5.0 | 0 | data lakehouseicebergtable maintenance | — |
| Delta Lake | 5.0 | 0 | lakehousedelta-kernelspark | — |
| OpenCTI | 5.0 | 0 | threat-intelligencecase-managementlts | — |
| Basedash | 5.0 | 0 | business-intelligenceai-analyticsdata-governance | — |
The 12 best Holistics alternatives, in depth
1. Calibre · velocity 6.3
Calibre MCP lets your coding agent read RUM and Lighthouse data, then fix the slow code.
Over the last 30 days Calibre shipped 1 meaningful update vs Holistics's 0, most recently “Calibre MCP: connect your coding agent to your performance data”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Holistics leans on business intelligence, semantic layer and dashboards, Calibre focuses on web performance, mcp and coding agents.
Over the last 30 days Calibre has been shipping faster than Holistics — a point in its favour if release momentum matters to you.
2. 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 Holistics'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 Holistics leans on business intelligence, semantic layer and dashboards, Grafana Loki focuses on logging, observability and major release.
Over the last 30 days Grafana Loki has been shipping faster than Holistics — a point in its favour if release momentum matters to you.
Full Grafana Loki trajectory → · Compare Holistics vs Grafana Loki →
3. Fulcrum · velocity 6.3
Fulcrum lets AI assistants sign in to its MCP server with a normal account.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Holistics leans on business intelligence, semantic layer and dashboards, Fulcrum focuses on field data collection, ai assistant and mcp.
Fulcrum and Holistics have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
4. MotherDuck · velocity 6.3
MotherDuck rebuilds its UI so the first thing you see is an agent, not a SQL editor.
Over the last 30 days MotherDuck shipped 1 meaningful update vs Holistics'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 Holistics leans on business intelligence, semantic layer and dashboards, MotherDuck focuses on duckdb cloud, agentic analytics and data apps.
Over the last 30 days MotherDuck has been shipping faster than Holistics — a point in its favour if release momentum matters to you.
Full MotherDuck trajectory → · Compare Holistics vs MotherDuck →
5. Glances · velocity 5.0
Glances 4.5.9 closes out the 4.x line as a 5.0 beta opens for testing.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Holistics leans on business intelligence, semantic layer and dashboards, Glances focuses on system monitoring, security fixes and major version.
Glances and Holistics have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
6. Dovetail · velocity 5.0
Dovetail opens its docs to Claude and ChatGPT as co-authors.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Holistics leans on business intelligence, semantic layer and dashboards, Dovetail focuses on customer feedback, research docs and ai assistants.
Dovetail and Holistics have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Dovetail trajectory → · Compare Holistics vs Dovetail →
7. OpenReplay · velocity 5.0
OpenReplay's feed is Helm chart bumps behind its asset-cacher deny list.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Holistics leans on business intelligence, semantic layer and dashboards, OpenReplay focuses on session replay, self hosted and helm.
OpenReplay and Holistics have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full OpenReplay trajectory → · Compare Holistics vs OpenReplay →
8. Tinybird · velocity 5.0
Tinybird shrinks its Local image by a third after a run of observability updates.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Holistics leans on business intelligence, semantic layer and dashboards, Tinybird focuses on real time analytics, local development and observability.
Tinybird and Holistics have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Tinybird trajectory → · Compare Holistics vs Tinybird →
9. OpenHouse · velocity 5.0
OpenHouse tightens view authorization and moves its optimizer schema to Flyway.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Holistics leans on business intelligence, semantic layer and dashboards, OpenHouse focuses on data lakehouse, iceberg and table maintenance.
OpenHouse and Holistics 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 Holistics vs OpenHouse →
10. Delta Lake · velocity 5.0
Delta Lake's public stream is Databricks builds and code cleanup on the way to 4.5.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Holistics leans on business intelligence, semantic layer and dashboards, Delta Lake focuses on lakehouse, delta kernel and spark.
Delta Lake and Holistics have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Delta Lake trajectory → · Compare Holistics vs Delta Lake →
11. OpenCTI · velocity 5.0
OpenCTI adds custom fields to cases and backports its draft-access fix to both LTS lines.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Holistics leans on business intelligence, semantic layer and dashboards, OpenCTI focuses on threat intelligence, case management and lts.
OpenCTI and Holistics have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
12. Basedash · velocity 5.0
Basedash ships verified dashboards so teams know which numbers to trust.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Holistics leans on business intelligence, semantic layer and dashboards, Basedash focuses on business intelligence, ai analytics and data governance.
Basedash and Holistics 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 Holistics vs Basedash →
Frequently asked questions
What are the best alternatives to Holistics?
The top Holistics alternatives we currently track in analytics tools are Calibre, Grafana Loki, Fulcrum, MotherDuck, Glances, ranked by recent ship velocity.
How is this list of Holistics alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Holistics directly with one of these alternatives?
Yes — every card has a "Compare with Holistics" link to a side-by-side /compare page.