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Comparison · Analytics
Cluvio vs Whatagraph
A side-by-side editorial comparison of Cluvio and Whatagraph — release velocity, themes, recent moves, and the top alternatives to consider.
Cluvio vs Whatagraph: at a glance
| Feature | Cluvio | Whatagraph |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 5.0 | 5.0 |
| Sparks · 30d | 0 | 0 |
| Top themes | sql analytics, bi dashboards, usability polish, data exports | marketing-analytics, agency-reporting, data-warehouse, integrations |
| Last editorial update | 5d ago | 4d ago |
| Website | — | — |
What is Cluvio?
Cluvio keeps sharpening the SQL-analyst workflow, and now lets you query files without a database.
Cluvio is a SQL-first BI tool methodically polishing the analyst loop: chart types, alerting, settings, and exports. The recent run leans heavily toward usability — redesigned preferences with country presets, a clearer datasource picker, and exports that now carry their own context. The one real capability expansion is Static Tables, which lets users query uploaded CSV and Excel files with SQL via an embedded DataFusion engine.
What is Whatagraph?
Whatagraph is quietly building a data layer beneath its agency reporting tool.
Whatagraph remains an agency-focused marketing reporting platform, but recent releases push two fronts at once: deeper data infrastructure and broader visualization. The Data Storage destination and Snowflake source let it ingest and retain data rather than just pull live API calls each render, while a steady stream of widgets (GeoMap, Gauge, Heatmap) and table controls sharpen the reporting surface clients see. Integration breadth keeps widening with WhatConverts, Shopify collaborator access, and a rebuilt CallTrackingMetrics.
Cluvio vs Whatagraph: editorial side-by-side
Cluvio
5.0ANALYTICS
Cluvio keeps sharpening the SQL-analyst workflow, and now lets you query files without a database.
◆ Current state
Cluvio is a SQL-first BI tool methodically polishing the analyst loop: chart types, alerting, settings, and exports. The recent run leans heavily toward usability — redesigned preferences with country presets, a clearer datasource picker, and exports that now carry their own context. The one real capability expansion is Static Tables, which lets users query uploaded CSV and Excel files with SQL via an embedded DataFusion engine.
◆ Where it's heading
Most recent work tightens existing surfaces rather than opening new ones — the product is maturing its core rather than chasing scope. The exception, querying files without a connected database, points to Cluvio positioning itself for ad-hoc analysis, not only dashboards over warehouses. Expect continued UX consolidation across settings, exports, and pickers, interleaved with occasional capability adds like new chart types.
◆ Prediction
Likely next moves are further build-out of Static Tables — more file formats or richer joins across uploads — alongside continued chart and alerting polish. The cadence reads as incremental shipping rather than a large directional pivot.
Whatagraph
5.0ANALYTICS
Whatagraph is quietly building a data layer beneath its agency reporting tool.
◆ Current state
Whatagraph remains an agency-focused marketing reporting platform, but recent releases push two fronts at once: deeper data infrastructure and broader visualization. The Data Storage destination and Snowflake source let it ingest and retain data rather than just pull live API calls each render, while a steady stream of widgets (GeoMap, Gauge, Heatmap) and table controls sharpen the reporting surface clients see. Integration breadth keeps widening with WhatConverts, Shopify collaborator access, and a rebuilt CallTrackingMetrics.
◆ Where it's heading
The center of gravity is shifting from a connector that visualizes marketing channels toward a data layer that stores and blends first-party and warehouse data. Storage, 24-month backfill, and Snowflake ingestion all reduce dependence on live API calls and position Whatagraph to own more of the pipeline. Visualization work continues in parallel but increasingly reads as table-stakes polish next to the infrastructure bets.
◆ Prediction
Expect the storage and warehouse thread to deepen, with more destinations, longer retention, and richer blended-attribution tooling on the Max plan. AI-assisted report creation (Create with IQ) is the likely next surface to expand.
Alternatives to Cluvio and Whatagraph
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either Cluvio or Whatagraph.
Presto
PrestoDB ships steady minor releases, but the feed surfaces little beyond version tags.
Countly
Countly is deep in a methodical security-hardening pass, features trickling in around it.
Fulcrum
Fulcrum holds a steady maintenance cadence, hardening cross-platform sync and map tooling.
Lightdash
Lightdash keeps widening its dbt-native BI surface, one analyst feature at a time.
Hex
Hex is rebuilding itself as an agent that turns prompts into data apps.
See all Cluvio alternatives → · See all Whatagraph alternatives →
Recent activity from Cluvio and Whatagraph
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 5d agoWhatagraphWhatConverts data available on Whatagraph
- 8d agoCluvioExcel exports Info sheet and dashboards download as CSV (ZIP)
- 8d agoCluvioA redesigned Preferences page — with one-click country presets
- 14d agoCluvioA clearer datasource picker in the report editor
- 24d agoWhatagraphSnowflake, bol. Retailer & Advertising, and a rebuilt CallTrackingMetrics
- 1mo agoWhatagraphSee where your audience actually is with the GeoMap widget (BETA)
- 1mo agoWhatagraphStore your data for faster reporting ⚡
- 1mo agoCluvioIntroducing the Sparkline Metric Chart
- 2mo agoCluvioSee your SQL alerts' run history at a glance
- 2mo agoCluvio⛁ Query CSV and Excel Files with SQL ⚡
- 2mo agoWhatagraphConditional formatting for tables is live
- 2mo agoWhatagraphShopify available with collaborator access
Frequently asked questions
What is the difference between Cluvio and Whatagraph?
They serve adjacent needs but don't currently overlap on shipped themes. Cluvio and Whatagraph are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Cluvio better than Whatagraph?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Cluvio and Whatagraph are shipping at a similar cadence (velocity 5.0 vs 5.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to Cluvio?
Top Cluvio alternatives in Analytics are ranked by recent ship velocity. Browse the "Cluvio alternatives" section above for the current picks, or visit /alternatives/cluvio for the full list with editorial commentary on each.
What are the best alternatives to Whatagraph?
Top Whatagraph alternatives in Analytics are ranked by recent ship velocity. Browse the "Whatagraph alternatives" section above for the current picks, or visit /alternatives/whatagraph for the full list with editorial commentary on each.