ANALYTICS
Basedash's chat builds entire dashboards now — it's crossed from question-answering into workspace creation.
Alternatives · analytics tools
Keboola alternatives
The best Keboola alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Sep 16, 2026
Looking for the best alternatives to Keboola? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Keboola shipped 2 meaningful updates in the last 30 days and carries a velocity score of 7.5 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About Keboola
Keboola's Kai AI assistant hits GA, completing the pivot from data platform to AI-native pipeline orchestration layer.
Keboola's Kai AI assistant is now generally available for multi-tenant contracted customers, marking the formal transition from experimental feature to production-ready product. The platform is simultaneously navigating Snowflake's forced password authentication deprecation — a platform-level forcing function requiring customer migrations before September 7. Recent work also includes the MCP server gaining unified cross-project authentication, which enables AI coding assistants to act as first-class operators across a full Keboola stack.
Velocity 7.5 · Last update 1d ago
Top 12 alternatives to Keboola
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
ANALYTICS
Lightdash is cutting its dbt dependency and building AI-powered authoring into every layer of its BI stack.
ANALYTICS
AgencyAnalytics adds autonomous AI client profiling and historical AI citation tracking — two moves that redefine what the platform can do for agencies.
ANALYTICS
Neo4j's Virtual Graph lets you run Cypher against Snowflake and BigQuery without moving any data.
ANALYTICS
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
ANALYTICS
Omni's Apps reach general availability, completing its embedded analytics platform pitch.
ANALYTICS
OpenCTI ships FIPS-validated base images and a new vulnerability data model, targeting enterprise and government deployments.
ANALYTICS
OpenObserve ships v1.0 GA with AI Observability as its defining new surface
ANALYTICS
Tinybird makes JSON native by default and sets September 15 as Classic sunset for free plans
Keboola 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 |
|---|---|---|---|---|
| Keboola (baseline) | 7.5 | 2 | data-platformai-agentsmcp | Kai is Now Generally Available (Multi-Tenant, Contracted Customers) |
| 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 |
| 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) |
| Omni | 6.3 | 1 | bi-analyticsembedded-analyticsai-agents | Apps Reach General Availability; Dashboard PNG Exports via MCP |
| 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 Keboola 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 Keboola's 2, most recently “Build entire dashboards straight from chat”. Its velocity score of 10.0/10 blends that with longer-term release cadence.
Where Keboola leans on data platform, ai agents and mcp, Basedash focuses on ai analytics, data governance and no code bi.
Basedash and Keboola have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
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 Keboola's 2, most recently “ð Trace AI-triggered queries and jobs”. Its velocity score of 8.8/10 blends that with longer-term release cadence.
Where Keboola leans on data platform, ai agents and mcp, Holistics focuses on analytics, bi and ai governance.
Holistics and Keboola have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Holistics trajectory → · Compare Keboola vs Holistics →
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 Keboola's 2, most recently “🧩 Build your own chart types”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Keboola leans on data platform, ai agents and mcp, Lightdash focuses on semantic layer, dbt independence and ai bi.
Lightdash and Keboola have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Lightdash trajectory → · Compare Keboola vs Lightdash →
4. 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 Keboola's 2, most recently “AgencyAI starts building client context automatically”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Keboola leans on data platform, ai agents and mcp, AgencyAnalytics focuses on agency reporting, ai visibility and seo analytics.
AgencyAnalytics and Keboola have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full AgencyAnalytics trajectory → · Compare Keboola vs AgencyAnalytics →
5. 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 Keboola's 2, most recently “Virtual Graph in Public Preview”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Keboola leans on data platform, ai agents and mcp, Neo4j focuses on graph database, agentic and data warehouse.
Neo4j has shipped fewer meaningful updates than Keboola in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
6. 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 Keboola's 2, most recently “New! Fulcrum MCP & AI Toolkit (Labs)”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Keboola leans on data platform, ai agents and mcp, Fulcrum focuses on field data, mobile and gis.
Fulcrum has shipped fewer meaningful updates than Keboola in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
7. 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 Keboola's 2. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Keboola leans on data platform, ai agents and mcp, dbt Core focuses on data transformation, analytics engineering and open source.
dbt Core has shipped fewer meaningful updates than Keboola in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
8. 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 Keboola's 2, 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 Keboola leans on data platform, ai agents and mcp, OpenHouse focuses on iceberg, data lakehouse and linkedin.
OpenHouse has shipped fewer meaningful updates than Keboola in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full OpenHouse trajectory → · Compare Keboola vs OpenHouse →
9. Omni · velocity 6.3
Omni's Apps reach general availability, completing its embedded analytics platform pitch.
Over the last 30 days Omni shipped 1 meaningful update vs Keboola's 2, most recently “Apps Reach General Availability; Dashboard PNG Exports via MCP”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Keboola leans on data platform, ai agents and mcp, Omni focuses on bi analytics, embedded analytics and ai agents.
Omni has shipped fewer meaningful updates than Keboola in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
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 Keboola's 2. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Keboola leans on data platform, ai agents and mcp, OpenCTI focuses on fips compliance, threat intelligence and ai analysis.
OpenCTI has shipped fewer meaningful updates than Keboola 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 Keboola's 2, 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 Keboola leans on data platform, ai agents and mcp, OpenObserve focuses on observability, ai observability and slo.
OpenObserve has shipped fewer meaningful updates than Keboola in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full OpenObserve trajectory → · Compare Keboola 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 Keboola's 2, 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 Keboola leans on data platform, ai agents and mcp, Tinybird focuses on real time analytics, clickhouse and data ingestion.
Tinybird has shipped fewer meaningful updates than Keboola in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Frequently asked questions
What are the best alternatives to Keboola?
The top Keboola alternatives we currently track in analytics tools are Basedash, Holistics, Lightdash, AgencyAnalytics, Neo4j, ranked by recent ship velocity.
How is this list of Keboola alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Keboola directly with one of these alternatives?
Yes — every card has a "Compare with Keboola" link to a side-by-side /compare page.