Fulcrum
Fulcrum ships MCP server and AI Toolkit to let AI assistants build and query field data forms
Comparison · Analytics
Hex vs Omni
A side-by-side editorial comparison of Hex and Omni — release velocity, themes, recent moves, and the top alternatives to consider.
Hex vs Omni: at a glance
| Feature | Hex | Omni |
|---|---|---|
| Sector | Analytics | Analytics |
| Velocity score | 6.3 | 6.3 |
| Sparks · 30d | 1 | 1 |
| Top themes | analytics, ai-agent, generative-apps, byok | bi-analytics, embedded-analytics, ai-agents, semantic-layer |
| Last editorial update | 4d ago | 1d ago |
| Website | — | Visit → |
What is Hex?
Hex is making its AI agent programmable and its generated apps directly editable.
Hex has moved firmly into AI-native analytics, where the primary workflow is instructing an agent to build data apps rather than building them manually. The most recent update adds direct text editing of AI-generated apps, targeted chart updates, and BYOK (bring your own AI provider) — letting teams route agent calls through their own model credentials. The agent can now analyze CSVs sent directly in Slack without opening a notebook.
What is Omni?
Omni's Apps reach general availability, completing its embedded analytics platform pitch.
Omni is operating on three fronts in parallel: a governed BI workspace for analysts, an AI agent layer including Omni Agent and AI Routines connected via MCP, and an embedded analytics platform for product teams. The AI semantic model generation hitting GA in July and embedded Apps hitting GA in August represent the two most significant capability milestones in recent months — both cross the line from preview to production-ready commitment.
Hex vs Omni: editorial side-by-side
Hex
6.3ANALYTICS
Hex is making its AI agent programmable and its generated apps directly editable.
◆ Current state
Hex has moved firmly into AI-native analytics, where the primary workflow is instructing an agent to build data apps rather than building them manually. The most recent update adds direct text editing of AI-generated apps, targeted chart updates, and BYOK (bring your own AI provider) — letting teams route agent calls through their own model credentials. The agent can now analyze CSVs sent directly in Slack without opening a notebook.
◆ Where it's heading
The product is converging on two parallel tracks: making the Hex Agent more accessible across surfaces (CLI, API, Slack, web search) and making AI-generated outputs more trustworthy and editable (direct code access, model transparency, endorsed mode as default). BYOK signals that Hex is de-emphasizing model differentiation and doubling down on workflow depth — the model is a commodity, the workflow is the product.
◆ Prediction
The natural unlock after BYOK and direct app editing is a publishing or distribution primitive — deploying generated apps to external stakeholders without requiring Hex accounts. Alternatively, multi-model orchestration (routing different tasks to different providers) becomes feasible now that the provider layer is abstracted.
Omni
6.3ANALYTICS
Omni's Apps reach general availability, completing its embedded analytics platform pitch.
◆ Current state
Omni is operating on three fronts in parallel: a governed BI workspace for analysts, an AI agent layer including Omni Agent and AI Routines connected via MCP, and an embedded analytics platform for product teams. The AI semantic model generation hitting GA in July and embedded Apps hitting GA in August represent the two most significant capability milestones in recent months — both cross the line from preview to production-ready commitment.
◆ Where it's heading
The product is converging on a stack that spans the full data workflow: governed modeling, AI-assisted analysis, agentic automation (Routines, MCP tools), and embedded delivery (Apps). Each surface is advancing simultaneously, which points to a deliberate platform strategy rather than feature prioritization. Omni is positioning the integrated stack — governed data with AI on top, deployable anywhere — as its competitive wedge against both traditional BI tools and AI-native data startups.
◆ Prediction
AI Routines and MCP tools will likely expand toward write operations or workflow triggers, moving from query-and-report toward agentic data operations. The embedded Apps surface will add white-labeling and more deep customization options as enterprise product teams push on it post-GA.
Alternatives to Hex and Omni
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 Hex or Omni.
Holistics
Holistics builds AI governance and docs-as-analytics in parallel, shipping both weekly
dbt Core
dbt 2.0 enters final RC with beta Snowflake interactive_table materialization and full ClickHouse MV support.
OpenHouse
OpenHouse breaks ground on Iceberg views while tightening storage lifecycle and authorization
Lightdash
Lightdash is cutting its dbt dependency and building AI-powered authoring into every layer of its BI stack.
Keboola
Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
Recent activity from Hex and Omni
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1d agoOmniSkills API, Composite Topics API, and Undo/Redo Navigation
- 6d agoHexMore control over Generative app iteration ⚡
- 6d agoOmniApps Reach General Availability; Dashboard PNG Exports via MCP ⚡
- 14d agoOmniOmni Agent Dashboard Editing, AI Chat Memory, CLI v1.2
- 20d agoHexChart controls and easier collaboration
- 21d agoOmniEmbedded Apps Preview, Databricks Query Tagging, Forecasting Controls
- 28d agoOmniDefault Filters on Composite Topics, Dashboard Query Stopping
- 1mo agoHexStart building an app right from your conversation
- 1mo agoOmniFull-Screen Presentation Mode, searchDashboards MCP Tool
- 1mo agoHexTune how the agent runs
- 1mo agoHexCommand (line) and conquer ⚡
- 1mo agoHexGet hands-on with your generative apps
Frequently asked questions
What is the difference between Hex and Omni?
They serve adjacent needs but don't currently overlap on shipped themes. Hex and Omni are shipping at a similar cadence (velocity 6.3 vs 6.3, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is Hex better than Omni?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. Hex and Omni are shipping at a similar cadence (velocity 6.3 vs 6.3, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
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.
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.