ANALYTICS
Fulcrum ships Follow Mode to iOS and Android and tightens MCP sign-in.
Alternatives · analytics tools
Count alternatives
The best Count alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Nov 14, 2026
Looking for the best alternatives to Count? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Count 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 Count
Count's agent now shows the chain of cells and assumptions behind every answer it gives.
Count is a data-canvas analytics tool organized around an AI agent. Its late-October release added Reasoning Chains, which link each claim and chart in an agent answer back to the cells, sources and assumptions behind it. Over the summer it rebuilt the agent with web data and auto layout, moved Python to a server sandbox with any PyPI package, and added longer agent conversations, a faster empty-canvas start and catalog views that stay populated while they refresh.
Velocity 6.3 · Last update 11d ago
Top 12 alternatives to Count
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.
Count 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 |
|---|---|---|---|---|
| Count (baseline) | 6.3 | 1 | agentic-analyticsexplainabilitydata-canvas | Reasoning Chains |
| 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 Count alternatives, in depth
1. Fulcrum · velocity 6.3
Fulcrum ships Follow Mode to iOS and Android and tightens MCP sign-in.
Over the last 30 days Fulcrum shipped 0 meaningful updates vs Count's 1. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Count leans on agentic analytics, explainability and data canvas, Fulcrum focuses on field data collection, gps and mcp.
Fulcrum has shipped fewer meaningful updates than Count in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
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 Count's 1, 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 Count leans on agentic analytics, explainability and data canvas, MotherDuck focuses on duckdb cloud, agentic analytics and data apps.
MotherDuck and Count 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 Count 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 Count's 1, 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 Count leans on agentic analytics, explainability and data canvas, Fluent Bit focuses on observability, logging and typed scripting.
Fluent Bit and Count have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Fluent Bit trajectory → · Compare Count 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 Count's 1, 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 Count leans on agentic analytics, explainability and data canvas, Grafana Loki focuses on logging, observability and major release.
Grafana Loki and Count have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Grafana Loki trajectory → · Compare Count 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.
Over the last 30 days OpenMetadata shipped 0 meaningful updates vs Count's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where Count leans on agentic analytics, explainability and data canvas, OpenMetadata focuses on data catalog, lineage and connectors.
OpenMetadata has shipped fewer meaningful updates than Count in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full OpenMetadata trajectory → · Compare Count vs OpenMetadata →
6. Dovetail · velocity 5.0
Dovetail lets admins choose which connectors members can plug into the workspace.
Over the last 30 days Dovetail shipped 0 meaningful updates vs Count's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where Count leans on agentic analytics, explainability and data canvas, Dovetail focuses on customer feedback, mcp and ai assistants.
Dovetail has shipped fewer meaningful updates than Count in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
7. Dagster · velocity 5.0
Dagster drops Python 3.10 and lets agents run schedules and sensors through MCP.
Over the last 30 days Dagster shipped 0 meaningful updates vs Count's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where Count leans on agentic analytics, explainability and data canvas, Dagster focuses on orchestration, mcp and dbt fusion.
Dagster has shipped fewer meaningful updates than Count in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
8. OpenHouse · velocity 5.0
OpenHouse adds time-zone-aware retention and per-database table caps.
Over the last 30 days OpenHouse shipped 0 meaningful updates vs Count's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where Count leans on agentic analytics, explainability and data canvas, OpenHouse focuses on data lakehouse, iceberg and data retention.
OpenHouse has shipped fewer meaningful updates than Count in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
9. Countly · velocity 5.0
Countly 25.03.59 defaults to Node 26, supports MongoDB 9 and tightens app scoping.
Over the last 30 days Countly shipped 0 meaningful updates vs Count's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where Count leans on agentic analytics, explainability and data canvas, Countly focuses on product analytics, self hosted and security patches.
Countly has shipped fewer meaningful updates than Count in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
10. Kubecost · velocity 5.0
Kubecost cuts three 3.3.2 release candidates in two days, still without notes.
Over the last 30 days Kubecost shipped 0 meaningful updates vs Count's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where Count leans on agentic analytics, explainability and data canvas, Kubecost focuses on kubernetes, cost monitoring and release candidates.
Kubecost has shipped fewer meaningful updates than Count in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
11. RStudio · velocity 5.0
RStudio opens the 2026.11 train with another NOTICE file update.
Over the last 30 days RStudio shipped 0 meaningful updates vs Count's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where Count leans on agentic analytics, explainability and data canvas, RStudio focuses on ide, r language and release train.
RStudio has shipped fewer meaningful updates than Count in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
12. OpenObserve · velocity 5.0
OpenObserve 1.2.0-rc2 is a long fix list that closes a cross-tenant write gap.
Over the last 30 days OpenObserve shipped 0 meaningful updates vs Count's 1. Its velocity score of 5.0/10 blends that with longer-term release cadence.
Where Count leans on agentic analytics, explainability and data canvas, OpenObserve focuses on observability, metrics and alerting.
OpenObserve has shipped fewer meaningful updates than Count in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full OpenObserve trajectory → · Compare Count vs OpenObserve →
Frequently asked questions
What are the best alternatives to Count?
The top Count 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 Count alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Count directly with one of these alternatives?
Yes — every card has a "Compare with Count" link to a side-by-side /compare page.