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Best Analytics Software in 2026

74 Analytics tools tracked by Sparkpulse, ranked by velocity_score — a blend of release cadence and editorial spark count. Updated continuously as new releases ship.

Data analytics and business intelligence

74
Products
8
Sparks · 30d
30
With editorial
Weekly report · Jun 15, 2026

Analytics tools converge on the same bet this week: make the product agent-operable through MCP.

The dominant move across analytics this week is convergence on agent-native interfaces, and specifically on MCP as the connective tissue. MotherDuck, Hex, Holistics, and Apify all shipped releases that let an external AI agent drive the product or let the product reach out to other tools — not as a side feature but as the headline. MotherDuck launched Flight…

Sparkpulse leader table

🏆 Top in Analytics

10 products ranked by velocity_score (sector-relative cadence + 30d spark count). Tap a row for the full trajectory.

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All other products · 20

Alphabetical. Tap a product to see its trajectory; cards fill in as the editorial commentator processes each one.