Cluvio vs Whatagraph
Side-by-side trajectory, velocity, and editorial themes.
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.
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.
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 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.
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.
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.
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