Deepnote
Deepnote reshapes the data notebook into agent-operable infrastructure.
Comparison · Analytics
Omni vs Hex
A side-by-side editorial comparison of Omni and Hex — release velocity, themes, recent moves, and the top alternatives to consider.
Shared themes:ai-agents
Omni vs Hex: at a glance
| Feature | Omni | Hex |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 5.0 | 6.3 |
| Sparks · 30d | 0 | 0 |
| Top themes | business-intelligence, ai-agents, semantic-modeling, embedded-analytics | analytics, ai-agents, mcp, data-apps |
| Last editorial update | 3d ago | 7d ago |
| Website | Visit → | — |
What is Omni?
Omni keeps welding AI into the BI modeling layer, one weekly drop at a time
Omni ships weekly, and the throughline is AI moving from bolt-on to default: AI-powered visualization annotations and the AI Hub have reached general availability, and external AI context now pulls from Notion. Alongside that runs steady modeling and embedding work — calculation pushdown, dynamic top-N parameterization, approximate aggregates, and timezone overrides in embed URLs.
What is Hex?
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.
Omni vs Hex: editorial side-by-side
Omni
5.0ANALYTICS
Omni keeps welding AI into the BI modeling layer, one weekly drop at a time
◆ Current state
Omni ships weekly, and the throughline is AI moving from bolt-on to default: AI-powered visualization annotations and the AI Hub have reached general availability, and external AI context now pulls from Notion. Alongside that runs steady modeling and embedding work — calculation pushdown, dynamic top-N parameterization, approximate aggregates, and timezone overrides in embed URLs.
◆ Where it's heading
The product is converging an analyst-facing BI tool with an agent-assisted one: a Modeling Agent with skills, AI context-management controls, and access-gated AI grants suggest Omni wants AI that respects the semantic model rather than bypassing it. The non-AI work (compute routing, CLI OAuth, publish-draft APIs) is hardening the platform underneath so the AI features have a governed surface to act on.
◆ Prediction
Expect the next releases to keep promoting AI features from preview to GA and to deepen the Modeling Agent's reach into governed datasets; further external-context integrations beyond Notion are the likeliest near-term add.
Hex
6.3ANALYTICS
Hex is rebuilding analytics around an agent — now an MCP client that pulls context from anywhere.
◆ Current state
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.
◆ Where it's heading
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.
◆ Prediction
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.
Alternatives to Omni and Hex
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 Omni or Hex.
Chord
Chord rebuilds Copilot from the ground up, betting its CDP on conversational AI.
MotherDuck
MotherDuck climbs from serverless DuckDB warehouse to an agent-operable data platform
Apache Superset
Superset's Helm chart ships steadily, but these tags track packaging, not the BI app
Apify
Apify retools Actors for the agentic web — agent payments and login-gated MCP access.
Usermaven
Usermaven consolidates a sprawling analytics suite into one AI-assisted hub.
Recent activity from Omni and Hex
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 4d agoOmniAI visualization annotations GA; Notion AI context integration
- 8d agoHexHex in Figma, IAM role support for AWS, and schema refresh history!
- 11d agoOmniDashboard spacers/dividers, AI file uploads, Notion integration
- 11d agoOmniCalculation pushdown, dynamic top-N modeling, Slack setup
- 17d agoOmniPublish-draft API, approximate aggregates, map viewport config
- 22d agoHexAgent web search, model picker, and Fable 5 support
- 1mo agoHexHex is now in Codex
- 1mo agoOmniAI Hub and Markdown columns reach GA
- 1mo agoHexHex now connects to your apps as an MCP client ⚡
- 1mo agoOmniCompute routing, calculated-field drilling, CLI OAuth
- 1mo agoHexSecurely embed your generative Hex apps
- 1mo agoHexConnect repos as agent context
Frequently asked questions
What is the difference between Omni and Hex?
Both compete on the same themes — ai-agents — 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.
Is Omni better than Hex?
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.
What are the best alternatives to Omni?
Top Omni alternatives in Analytics are ranked by recent ship velocity. Browse the "Omni alternatives" section above for the current picks, or visit /alternatives/omni for the full list with editorial commentary on each.
What are the best alternatives to Hex?
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.