Deepnote
Deepnote reshapes the data notebook into agent-operable infrastructure.
A side-by-side editorial comparison of Zoho Analytics and Hex — release velocity, themes, recent moves, and the top alternatives to consider.
| Feature | Zoho Analytics | Hex |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 5.0 | 6.3 |
| Sparks · 30d | 0 | 0 |
| Top themes | business-intelligence, content-marketing, agentic-data, zoho-ecosystem | analytics, ai-agents, mcp, data-apps |
| Last editorial update | 10d ago | 7d ago |
| Website | Visit → | — |
Zoho Analytics' tracked feed is its BI marketing blog, not a release log
The feed tracked here is Zoho Analytics' marketing blog rather than a product changelog. The recent window is dominated by a four-part 'agentic data infrastructure' thought-leadership series plus build-vs-buy and BI-strategy explainers. The only release-grade item is the Tally Prime connector; everything else is editorial positioning around AI-readiness and the broader Zoho suite.
Hex is rebuilding analytics around an agent — now an MCP client that pulls context from anywhere.
Hex is reorganizing its analytics platform around the Hex Agent. Recent releases turn Hex into an MCP client that connects to external tools, add web search and a model picker to the agent, ship Hex into Codex, and let users wire repos and apps in as agent context. Connector and security work — Figma, AWS IAM roles, signed embedding — rounds out the agentic core.
The feed tracked here is Zoho Analytics' marketing blog rather than a product changelog. The recent window is dominated by a four-part 'agentic data infrastructure' thought-leadership series plus build-vs-buy and BI-strategy explainers. The only release-grade item is the Tally Prime connector; everything else is editorial positioning around AI-readiness and the broader Zoho suite.
The editorial line is consistent: position Zoho Analytics as the unified data-and-semantic layer that makes AI agents useful, and as the reporting tier sitting on top of Zoho CRM, ERP, and Inventory. The product story being told is one of deeper in-suite integration and an AI-foundation narrative, but the blog format makes it hard to separate shipped capability from messaging.
Expect continued agentic-data framing and more first-party connectors across the Zoho suite. Because this is a blog feed, real release signal will keep arriving buried inside essays rather than as discrete changelog entries.
Hex is reorganizing its analytics platform around the Hex Agent. Recent releases turn Hex into an MCP client that connects to external tools, add web search and a model picker to the agent, ship Hex into Codex, and let users wire repos and apps in as agent context. Connector and security work — Figma, AWS IAM roles, signed embedding — rounds out the agentic core.
Hex is betting the analytics workflow becomes agent-driven: the Hex Agent gathers context from repos, apps, and MCP-connected tools, picks its model, searches the web, and generates data apps from prompts. By shipping into Codex and becoming an MCP client, Hex positions the agent as both a consumer and a provider in the agentic stack. The non-agent releases are mostly plumbing that supports it.
Expect continued agent expansion — more connected context sources, model options, and MCP- or Codex-style distribution — with enterprise controls like IAM and signed embedding shipped alongside to keep the agent deployable. The entries point to agentic analytics as the throughline.
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 Zoho Analytics or Hex.
Deepnote reshapes the data notebook into agent-operable infrastructure.
Chord rebuilds Copilot from the ground up, betting its CDP on conversational AI.
MotherDuck climbs from serverless DuckDB warehouse to an agent-operable data platform
Superset's Helm chart ships steadily, but these tags track packaging, not the BI app
Apify retools Actors for the agentic web — agent payments and login-gated MCP access.
Usermaven consolidates a sprawling analytics suite into one AI-assisted hub.
See all Zoho Analytics alternatives → · See all Hex alternatives →
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
Both compete on the same themes — integrations — within Analytics. Hex is currently shipping more aggressively (velocity 6.3 vs 5.0), with 0 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.
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Hex is currently shipping more aggressively (velocity 6.3 vs 5.0), with 0 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.
Top Zoho Analytics alternatives in Analytics are ranked by recent ship velocity. Browse the "Zoho Analytics alternatives" section above for the current picks, or visit /alternatives/zoho-analytics for the full list with editorial commentary on each.
Top Hex alternatives in Analytics are ranked by recent ship velocity. Browse the "Hex alternatives" section above for the current picks, or visit /alternatives/hex for the full list with editorial commentary on each.