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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

FeatureCluvioWhatagraph
SectorAnalyticsAnalytics
Velocity score0.06.3
Sparks · 30d01
Top themessql analytics, embedded dashboards, localization, governancemarketing-reporting, ai agents, agency-tools, mcp
Last editorial update2h ago2h ago
Website——

What is Cluvio?

Cluvio's shared dashboards now speak the viewer's language, down to number formats.

Cluvio is a SQL-first BI tool that ships detailed, incremental releases. Since July it has translated sharing links and embeds into 25 languages, then made them format numbers and dates for the viewer's locale. It also added a dashboard change history, an organization-wide dashboard and sharing-link manager, pivot table drill-down, viewer-mode sign-in on a second device and snippet management inside the report editor.

Read the full Cluvio trajectory →

What is Whatagraph?

Whatagraph's IQ Agents now watch ad accounts and act on them, not just report.

Whatagraph builds client reports for agencies and ships most weeks. In late October it launched IQ Agents, which watch marketing accounts on a schedule, report problems to Slack and act through MCP in Meta, Asana and HubSpot. Mid-October brought Excel attachments in report emails, six Ahrefs report types including AI citations, stored blends and ad creatives in tables.

Read the full Whatagraph trajectory →

Cluvio vs Whatagraph: editorial side-by-side

C
Cluvio
ANALYTICS
0.0

Cluvio's shared dashboards now speak the viewer's language, down to number formats.

◆ Current state

Cluvio is a SQL-first BI tool that ships detailed, incremental releases. Since July it has translated sharing links and embeds into 25 languages, then made them format numbers and dates for the viewer's locale. It also added a dashboard change history, an organization-wide dashboard and sharing-link manager, pivot table drill-down, viewer-mode sign-in on a second device and snippet management inside the report editor.

◆ Where it's heading

The focus has moved toward shared and embedded dashboards: localization, sharing-link management, change history and embed reliability. That suits teams using Cluvio to serve dashboards to customers or many regions. The analyst side keeps getting careful refinements, such as pivot drill-down and snippets.

◆ Prediction

Expect more work on embeds and sharing links, such as finer locale or access controls. The entries don't show further Static Tables work since June.

W
Whatagraph
ANALYTICS
6.3

Whatagraph's IQ Agents now watch ad accounts and act on them, not just report.

◆ Current state

Whatagraph builds client reports for agencies and ships most weeks. In late October it launched IQ Agents, which watch marketing accounts on a schedule, report problems to Slack and act through MCP in Meta, Asana and HubSpot. Mid-October brought Excel attachments in report emails, six Ahrefs report types including AI citations, stored blends and ad creatives in tables.

◆ Where it's heading

The product is moving from showing what happened in ad accounts to acting on it. Earlier releases cut the manual work of keeping reports running; IQ Agents take on the monitoring and follow-up work itself. Source coverage keeps widening alongside, from OpenAI Ads to Ahrefs AI citations.

◆ Prediction

Expect IQ Agents to gain more platforms they can act in beyond Meta, Asana and HubSpot. The entries do not show agent pricing.

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.

See all Cluvio alternatives → · See all Whatagraph alternatives →

Recent activity from Cluvio and Whatagraph

Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.

  1. 5d agoWhatagraphWhatagraph went agentic: IQ Agents watch your accounts and take on the repeat work ⚡
  2. 19d agoWhatagraphSend report data as an Excel file in automated emails
  3. 19d agoWhatagraphTrack AI citations, backlinks, competitors and your priority keywords from Ahrefs
  4. 19d agoWhatagraphStore blends as you build them, and manage hundreds of variations with IQ Agents
  5. 19d agoWhatagraphShow ad creatives in tables, next to every metric you need
  6. 1mo agoCluvioSharing links format numbers and dates in the viewer's language
  7. 1mo agoCluvioManage snippets without leaving the report editor
  8. 1mo agoCluvioEmbeds recover from expired sharing secrets, plus fixes
  9. 2mo agoCluvioMap points render above polygons; queued exports labelled
  10. 2mo agoCluvioThree improvements to the pivot table
  11. 2mo agoWhatagraphReport on OpenAI Ads, and track Google Ads keyword demand without the monthly export ⚡
  12. 2mo agoCluvio🔐 Sign in as a viewer without ending your other session

Frequently asked questions

What is the difference between Cluvio and Whatagraph?

They serve adjacent needs but don't currently overlap on shipped themes. Whatagraph is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 editorial sparks in the last 30 days against 0. 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. Whatagraph is currently shipping more aggressively (velocity 6.3 vs 0.0), with 1 editorial sparks in the last 30 days against 0. 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.