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Alternatives · analytics tools
Whatagraph alternatives
The best Whatagraph alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Sep 16, 2026
Looking for the best alternatives to Whatagraph? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Whatagraph 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 Whatagraph
Agency reporting adds ChatGPT ads as a channel before most clients have bought one.
Whatagraph ships weekly, alternating between new data sources and reducing the manual work of assembling a client report. The recent run added Ahrefs Rank Tracker for keyword-level competitive positions, automatic failover when the account owning a source loses access, Report shortcuts that turn one report into an entry point for others, auto colours for conditional formatting, and in-place field mapping while building a cross-channel Source Group. The newest release adds OpenAI Ads and a Google Ads Keyword Planner source.
Velocity 6.3 · Last update 21d ago
Top 12 alternatives to Whatagraph
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
Holistics builds AI governance and docs-as-analytics in parallel, shipping both weekly
ANALYTICS
Lightdash is cutting its dbt dependency and building AI-powered authoring into every layer of its BI stack.
ANALYTICS
Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
ANALYTICS
AgencyAnalytics adds autonomous AI client profiling and historical AI citation tracking — two moves that redefine what the platform can do for agencies.
ANALYTICS
Neo4j's Virtual Graph lets you run Cypher against Snowflake and BigQuery without moving any data.
ANALYTICS
Fulcrum ships MCP server and AI Toolkit to let AI assistants build and query field data forms
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dbt 2.0 enters final RC with beta Snowflake interactive_table materialization and full ClickHouse MV support.
ANALYTICS
OpenHouse breaks ground on Iceberg views while tightening storage lifecycle and authorization
ANALYTICS
Omni's Apps reach general availability, completing its embedded analytics platform pitch.
ANALYTICS
OpenCTI ships FIPS-validated base images and a new vulnerability data model, targeting enterprise and government deployments.
ANALYTICS
OpenObserve ships v1.0 GA with AI Observability as its defining new surface
Whatagraph 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 |
|---|---|---|---|---|
| Whatagraph (baseline) | 6.3 | 1 | marketing-reportingagency-toolsintegrations | Report on OpenAI Ads, and track Google Ads keyword demand without the monthly export |
| Basedash | 10.0 | 2 | ai-analyticsdata-governanceno-code-bi | Build entire dashboards straight from chat |
| Holistics | 8.8 | 2 | analyticsbiai-governance | ð Trace AI-triggered queries and jobs |
| Lightdash | 7.5 | 2 | semantic-layerdbt-independenceai-bi | 🧩 Build your own chart types |
| Keboola | 7.5 | 2 | data-platformai-agentsmcp | Kai is Now Generally Available (Multi-Tenant, Contracted Customers) |
| AgencyAnalytics | 7.5 | 2 | agency-reportingai-visibilityseo-analytics | AgencyAI starts building client context automatically |
| Neo4j | 7.5 | 1 | graph-databaseagenticdata-warehouse | Virtual Graph in Public Preview |
| Fulcrum | 6.3 | 1 | field-datamobilegis | New! Fulcrum MCP & AI Toolkit (Labs) |
| dbt Core | 6.3 | 0 | data-transformationanalytics-engineeringopen-source | — |
| OpenHouse | 6.3 | 1 | icebergdata-lakehouselinkedin | v0.5.490: Add entityType discriminator and table-scoped HTS queries (#696) |
| Omni | 6.3 | 1 | bi-analyticsembedded-analyticsai-agents | Apps Reach General Availability; Dashboard PNG Exports via MCP |
| OpenCTI | 6.3 | 0 | fips-compliancethreat-intelligenceai-analysis | — |
| OpenObserve | 6.3 | 1 | observabilityai-observabilityslo | OpenObserve v1.0: AI Observability GA, SLOs, Database Monitoring |
The 12 best Whatagraph alternatives, in depth
1. Basedash · velocity 10.0
Basedash's chat builds entire dashboards now — it's crossed from question-answering into workspace creation.
Over the last 30 days Basedash shipped 2 meaningful updates vs Whatagraph's 1, most recently “Build entire dashboards straight from chat”. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where Whatagraph leans on marketing reporting, agency tools and integrations, Basedash focuses on ai analytics, data governance and no code bi.
Over the last 30 days Basedash has been shipping faster than Whatagraph — a point in its favour if release momentum matters to you.
Full Basedash trajectory → · Compare Whatagraph vs Basedash →
2. Holistics · velocity 8.8
Holistics builds AI governance and docs-as-analytics in parallel, shipping both weekly.
Over the last 30 days Holistics shipped 2 meaningful updates vs Whatagraph's 1, most recently “ð Trace AI-triggered queries and jobs”. Its velocity score of 8.8/10 blends that with longer-term release cadence.
Where Whatagraph leans on marketing reporting, agency tools and integrations, Holistics focuses on analytics, bi and ai governance.
Over the last 30 days Holistics has been shipping faster than Whatagraph — a point in its favour if release momentum matters to you.
Full Holistics trajectory → · Compare Whatagraph vs Holistics →
3. Lightdash · velocity 7.5
Lightdash is cutting its dbt dependency and building AI-powered authoring into every layer of its BI stack.
Over the last 30 days Lightdash shipped 2 meaningful updates vs Whatagraph's 1, most recently “🧩 Build your own chart types”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Whatagraph leans on marketing reporting, agency tools and integrations, Lightdash focuses on semantic layer, dbt independence and ai bi.
Over the last 30 days Lightdash has been shipping faster than Whatagraph — a point in its favour if release momentum matters to you.
Full Lightdash trajectory → · Compare Whatagraph vs Lightdash →
4. Keboola · velocity 7.5
Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
Over the last 30 days Keboola shipped 2 meaningful updates vs Whatagraph's 1, most recently “Kai is Now Generally Available (Multi-Tenant, Contracted Customers)”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Whatagraph leans on marketing reporting, agency tools and integrations, Keboola focuses on data platform, ai agents and mcp.
Over the last 30 days Keboola has been shipping faster than Whatagraph — a point in its favour if release momentum matters to you.
5. AgencyAnalytics · velocity 7.5
AgencyAnalytics adds autonomous AI client profiling and historical AI citation tracking — two moves that redefine what the platform can do for agencies.
Over the last 30 days AgencyAnalytics shipped 2 meaningful updates vs Whatagraph's 1, most recently “AgencyAI starts building client context automatically”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Whatagraph leans on marketing reporting, agency tools and integrations, AgencyAnalytics focuses on agency reporting, ai visibility and seo analytics.
Over the last 30 days AgencyAnalytics has been shipping faster than Whatagraph — a point in its favour if release momentum matters to you.
Full AgencyAnalytics trajectory → · Compare Whatagraph vs AgencyAnalytics →
6. Neo4j · velocity 7.5
Neo4j's Virtual Graph lets you run Cypher against Snowflake and BigQuery without moving any data.
Over the last 30 days Neo4j shipped 1 meaningful update vs Whatagraph's 1, most recently “Virtual Graph in Public Preview”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Whatagraph leans on marketing reporting, agency tools and integrations, Neo4j focuses on graph database, agentic and data warehouse.
Neo4j and Whatagraph have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. Fulcrum · velocity 6.3
Fulcrum ships MCP server and AI Toolkit to let AI assistants build and query field data forms.
Over the last 30 days Fulcrum shipped 1 meaningful update vs Whatagraph's 1, most recently “New! Fulcrum MCP & AI Toolkit (Labs)”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Whatagraph leans on marketing reporting, agency tools and integrations, Fulcrum focuses on field data, mobile and gis.
Fulcrum and Whatagraph have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
8. dbt Core · velocity 6.3
Dbt 2.0 enters final RC with beta Snowflake interactive_table materialization and full ClickHouse MV support.
Over the last 30 days dbt Core shipped 0 meaningful updates vs Whatagraph's 1. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Whatagraph leans on marketing reporting, agency tools and integrations, dbt Core focuses on data transformation, analytics engineering and open source.
dbt Core has shipped fewer meaningful updates than Whatagraph in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full dbt Core trajectory → · Compare Whatagraph vs dbt Core →
9. OpenHouse · velocity 6.3
OpenHouse breaks ground on Iceberg views while tightening storage lifecycle and authorization.
Over the last 30 days OpenHouse shipped 1 meaningful update vs Whatagraph's 1, most recently “v0.5.490: Add entityType discriminator and table-scoped HTS queries (#696)”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Whatagraph leans on marketing reporting, agency tools and integrations, OpenHouse focuses on iceberg, data lakehouse and linkedin.
OpenHouse and Whatagraph 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 Whatagraph vs OpenHouse →
10. Omni · velocity 6.3
Omni's Apps reach general availability, completing its embedded analytics platform pitch.
Over the last 30 days Omni shipped 1 meaningful update vs Whatagraph's 1, most recently “Apps Reach General Availability; Dashboard PNG Exports via MCP”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Whatagraph leans on marketing reporting, agency tools and integrations, Omni focuses on bi analytics, embedded analytics and ai agents.
Omni and Whatagraph have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
11. OpenCTI · velocity 6.3
OpenCTI ships FIPS-validated base images and a new vulnerability data model, targeting enterprise and government deployments.
Over the last 30 days OpenCTI shipped 0 meaningful updates vs Whatagraph's 1. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Whatagraph leans on marketing reporting, agency tools and integrations, OpenCTI focuses on fips compliance, threat intelligence and ai analysis.
OpenCTI has shipped fewer meaningful updates than Whatagraph in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
12. OpenObserve · velocity 6.3
OpenObserve ships v1.0 GA with AI Observability as its defining new surface.
Over the last 30 days OpenObserve shipped 1 meaningful update vs Whatagraph's 1, most recently “OpenObserve v1.0: AI Observability GA, SLOs, Database Monitoring”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Whatagraph leans on marketing reporting, agency tools and integrations, OpenObserve focuses on observability, ai observability and slo.
OpenObserve and Whatagraph 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 Whatagraph vs OpenObserve →
Frequently asked questions
What are the best alternatives to Whatagraph?
The top Whatagraph alternatives we currently track in analytics tools are Basedash, Holistics, Lightdash, Keboola, AgencyAnalytics, ranked by recent ship velocity.
How is this list of Whatagraph alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Whatagraph directly with one of these alternatives?
Yes — every card has a "Compare with Whatagraph" link to a side-by-side /compare page.