ANALYTICS
Basedash's chat builds entire dashboards now — it's crossed from question-answering into workspace creation.
Alternatives · analytics tools
Omni alternatives
The best Omni alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Sep 16, 2026
Looking for the best alternatives to Omni? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Omni shipped 1 meaningful update in the last 30 days and carries a velocity score of 6.3 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About 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.
Velocity 6.3 · Last update 1d ago
Top 12 alternatives to Omni
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
Holistics builds AI governance and docs-as-analytics in parallel, shipping both weekly
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Lightdash is cutting its dbt dependency and building AI-powered authoring into every layer of its BI stack.
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Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
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AgencyAnalytics adds autonomous AI client profiling and historical AI citation tracking — two moves that redefine what the platform can do for agencies.
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Neo4j's Virtual Graph lets you run Cypher against Snowflake and BigQuery without moving any data.
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Fulcrum ships MCP server and AI Toolkit to let AI assistants build and query field data forms
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dbt 2.0 enters final RC with beta Snowflake interactive_table materialization and full ClickHouse MV support.
ANALYTICS
OpenHouse breaks ground on Iceberg views while tightening storage lifecycle and authorization
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OpenCTI ships FIPS-validated base images and a new vulnerability data model, targeting enterprise and government deployments.
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OpenObserve ships v1.0 GA with AI Observability as its defining new surface
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Tinybird makes JSON native by default and sets September 15 as Classic sunset for free plans
Omni vs alternatives — shipping velocity at a glance
Velocity score (0–10) and meaningful releases shipped in the last 30 days, from official changelogs. Higher = shipping faster.
| Product | Velocity | Sparks · 30d | Focus areas | Latest release |
|---|---|---|---|---|
| Omni (baseline) | 6.3 | 1 | bi-analyticsembedded-analyticsai-agents | Apps Reach General Availability; Dashboard PNG Exports via MCP |
| Basedash | 10.0 | 2 | ai-analyticsdata-governanceno-code-bi | Build entire dashboards straight from chat |
| Holistics | 8.8 | 2 | analyticsbiai-governance | ð Trace AI-triggered queries and jobs |
| Lightdash | 7.5 | 2 | semantic-layerdbt-independenceai-bi | 🧩 Build your own chart types |
| Keboola | 7.5 | 2 | data-platformai-agentsmcp | Kai is Now Generally Available (Multi-Tenant, Contracted Customers) |
| AgencyAnalytics | 7.5 | 2 | agency-reportingai-visibilityseo-analytics | AgencyAI starts building client context automatically |
| Neo4j | 7.5 | 1 | graph-databaseagenticdata-warehouse | Virtual Graph in Public Preview |
| Fulcrum | 6.3 | 1 | field-datamobilegis | New! Fulcrum MCP & AI Toolkit (Labs) |
| dbt Core | 6.3 | 0 | data-transformationanalytics-engineeringopen-source | — |
| OpenHouse | 6.3 | 1 | icebergdata-lakehouselinkedin | v0.5.490: Add entityType discriminator and table-scoped HTS queries (#696) |
| OpenCTI | 6.3 | 0 | fips-compliancethreat-intelligenceai-analysis | — |
| OpenObserve | 6.3 | 1 | observabilityai-observabilityslo | OpenObserve v1.0: AI Observability GA, SLOs, Database Monitoring |
| Tinybird | 6.3 | 1 | real-time-analyticsclickhousedata-ingestion | The JSON data type is now on by default |
The 12 best Omni alternatives, in depth
1. Basedash · velocity 10.0
Basedash's chat builds entire dashboards now — it's crossed from question-answering into workspace creation.
Over the last 30 days Basedash shipped 2 meaningful updates vs Omni's 1, most recently “Build entire dashboards straight from chat”. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where Omni leans on bi analytics, embedded analytics and ai agents, Basedash focuses on ai analytics, data governance and no code bi.
Over the last 30 days Basedash has been shipping faster than Omni — a point in its favour if release momentum matters to you.
2. Holistics · velocity 8.8
Holistics builds AI governance and docs-as-analytics in parallel, shipping both weekly.
Over the last 30 days Holistics shipped 2 meaningful updates vs Omni's 1, most recently “ð Trace AI-triggered queries and jobs”. Its velocity score of 8.8/10 blends that with longer-term release cadence.
Where Omni leans on bi analytics, embedded analytics and ai agents, Holistics focuses on analytics, bi and ai governance.
Over the last 30 days Holistics has been shipping faster than Omni — a point in its favour if release momentum matters to you.
3. Lightdash · velocity 7.5
Lightdash is cutting its dbt dependency and building AI-powered authoring into every layer of its BI stack.
Over the last 30 days Lightdash shipped 2 meaningful updates vs Omni's 1, most recently “🧩 Build your own chart types”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Omni leans on bi analytics, embedded analytics and ai agents, Lightdash focuses on semantic layer, dbt independence and ai bi.
Over the last 30 days Lightdash has been shipping faster than Omni — a point in its favour if release momentum matters to you.
4. Keboola · velocity 7.5
Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
Over the last 30 days Keboola shipped 2 meaningful updates vs Omni's 1, most recently “Kai is Now Generally Available (Multi-Tenant, Contracted Customers)”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Omni leans on bi analytics, embedded analytics and ai agents, Keboola focuses on data platform, ai agents and mcp.
Over the last 30 days Keboola has been shipping faster than Omni — a point in its favour if release momentum matters to you.
5. AgencyAnalytics · velocity 7.5
AgencyAnalytics adds autonomous AI client profiling and historical AI citation tracking — two moves that redefine what the platform can do for agencies.
Over the last 30 days AgencyAnalytics shipped 2 meaningful updates vs Omni's 1, most recently “AgencyAI starts building client context automatically”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Omni leans on bi analytics, embedded analytics and ai agents, AgencyAnalytics focuses on agency reporting, ai visibility and seo analytics.
Over the last 30 days AgencyAnalytics has been shipping faster than Omni — a point in its favour if release momentum matters to you.
Full AgencyAnalytics trajectory → · Compare Omni vs AgencyAnalytics →
6. Neo4j · velocity 7.5
Neo4j's Virtual Graph lets you run Cypher against Snowflake and BigQuery without moving any data.
Over the last 30 days Neo4j shipped 1 meaningful update vs Omni's 1, most recently “Virtual Graph in Public Preview”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Omni leans on bi analytics, embedded analytics and ai agents, Neo4j focuses on graph database, agentic and data warehouse.
Neo4j and Omni have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
7. Fulcrum · velocity 6.3
Fulcrum ships MCP server and AI Toolkit to let AI assistants build and query field data forms.
Over the last 30 days Fulcrum shipped 1 meaningful update vs Omni's 1, most recently “New! Fulcrum MCP & AI Toolkit (Labs)”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Omni leans on bi analytics, embedded analytics and ai agents, Fulcrum focuses on field data, mobile and gis.
Fulcrum and Omni have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
8. dbt Core · velocity 6.3
Dbt 2.0 enters final RC with beta Snowflake interactive_table materialization and full ClickHouse MV support.
Over the last 30 days dbt Core shipped 0 meaningful updates vs Omni's 1. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Omni leans on bi analytics, embedded analytics and ai agents, dbt Core focuses on data transformation, analytics engineering and open source.
dbt Core has shipped fewer meaningful updates than Omni in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
9. OpenHouse · velocity 6.3
OpenHouse breaks ground on Iceberg views while tightening storage lifecycle and authorization.
Over the last 30 days OpenHouse shipped 1 meaningful update vs Omni's 1, most recently “v0.5.490: Add entityType discriminator and table-scoped HTS queries (#696)”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Omni leans on bi analytics, embedded analytics and ai agents, OpenHouse focuses on iceberg, data lakehouse and linkedin.
OpenHouse and Omni have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
10. OpenCTI · velocity 6.3
OpenCTI ships FIPS-validated base images and a new vulnerability data model, targeting enterprise and government deployments.
Over the last 30 days OpenCTI shipped 0 meaningful updates vs Omni's 1. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Omni leans on bi analytics, embedded analytics and ai agents, OpenCTI focuses on fips compliance, threat intelligence and ai analysis.
OpenCTI has shipped fewer meaningful updates than Omni in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
11. OpenObserve · velocity 6.3
OpenObserve ships v1.0 GA with AI Observability as its defining new surface.
Over the last 30 days OpenObserve shipped 1 meaningful update vs Omni's 1, most recently “OpenObserve v1.0: AI Observability GA, SLOs, Database Monitoring”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Omni leans on bi analytics, embedded analytics and ai agents, OpenObserve focuses on observability, ai observability and slo.
OpenObserve and Omni have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full OpenObserve trajectory → · Compare Omni vs OpenObserve →
12. Tinybird · velocity 6.3
Tinybird makes JSON native by default and sets September 15 as Classic sunset for free plans.
Over the last 30 days Tinybird shipped 1 meaningful update vs Omni's 1, most recently “The JSON data type is now on by default”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Omni leans on bi analytics, embedded analytics and ai agents, Tinybird focuses on real time analytics, clickhouse and data ingestion.
Tinybird and Omni have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Frequently asked questions
What are the best alternatives to Omni?
The top Omni alternatives we currently track in analytics tools are Basedash, Holistics, Lightdash, Keboola, AgencyAnalytics, ranked by recent ship velocity.
How is this list of Omni alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Omni directly with one of these alternatives?
Yes — every card has a "Compare with Omni" link to a side-by-side /compare page.