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Basedash's chat builds entire dashboards now — it's crossed from question-answering into workspace creation.
Alternatives · analytics tools
Apache SkyWalking alternatives
The best Apache SkyWalking alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Sep 16, 2026
Looking for the best alternatives to Apache SkyWalking? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Apache SkyWalking shipped 1 meaningful update in the last 30 days and carries a velocity score of 3.8 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About Apache SkyWalking
SkyWalking 11.0 cuts the UI out of the backend and hands it to a separate project.
Apache SkyWalking is an open-source APM and observability platform, and its recent releases have been a sustained rebuild of its own foundations. BanyanDB, its purpose-built storage engine, replaced H2 outright and was then declared large-scale ready. The Groovy DSL runtime was ripped out for an ANTLR4 and Javassist pipeline with fail-fast compilation. GenAI observability arrived as a new telemetry domain. Version 11.0.0 now removes the bundled UI from the OAP release entirely, adds TLS with certificate hot-reload across every HTTP surface, and introduces a queryAlarms GraphQL API alongside runtime rule hot-update and a live DSL debugger.
Velocity 3.8 · Last update 19d ago
Top 12 alternatives to Apache SkyWalking
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.
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OpenHouse breaks ground on Iceberg views while tightening storage lifecycle and authorization
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Omni's Apps reach general availability, completing its embedded analytics platform pitch.
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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
Apache SkyWalking 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 |
|---|---|---|---|---|
| Apache SkyWalking (baseline) | 3.8 | 1 | observabilityapmbanyandb | 11.0.0 - Horizon Ready, Runtime Rule Hot-Update and Live DSL Debugger |
| 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) |
| 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 |
The 12 best Apache SkyWalking 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 Apache SkyWalking'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 Apache SkyWalking leans on observability, apm and banyandb, Basedash focuses on ai analytics, data governance and no code bi.
Over the last 30 days Basedash has been shipping faster than Apache SkyWalking — a point in its favour if release momentum matters to you.
Full Basedash trajectory → · Compare Apache SkyWalking vs Basedash →
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 Apache SkyWalking'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 Apache SkyWalking leans on observability, apm and banyandb, Holistics focuses on analytics, bi and ai governance.
Over the last 30 days Holistics has been shipping faster than Apache SkyWalking — a point in its favour if release momentum matters to you.
Full Holistics trajectory → · Compare Apache SkyWalking 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 Apache SkyWalking's 1, most recently “🧩 Build your own chart types”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Apache SkyWalking leans on observability, apm and banyandb, Lightdash focuses on semantic layer, dbt independence and ai bi.
Over the last 30 days Lightdash has been shipping faster than Apache SkyWalking — a point in its favour if release momentum matters to you.
Full Lightdash trajectory → · Compare Apache SkyWalking vs Lightdash →
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 Apache SkyWalking'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 Apache SkyWalking leans on observability, apm and banyandb, Keboola focuses on data platform, ai agents and mcp.
Over the last 30 days Keboola has been shipping faster than Apache SkyWalking — a point in its favour if release momentum matters to you.
Full Keboola trajectory → · Compare Apache SkyWalking vs Keboola →
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 Apache SkyWalking'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 Apache SkyWalking leans on observability, apm and banyandb, AgencyAnalytics focuses on agency reporting, ai visibility and seo analytics.
Over the last 30 days AgencyAnalytics has been shipping faster than Apache SkyWalking — a point in its favour if release momentum matters to you.
Full AgencyAnalytics trajectory → · Compare Apache SkyWalking 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 Apache SkyWalking's 1, most recently “Virtual Graph in Public Preview”. Its velocity score of 7.5/10 blends that with longer-term release cadence.
Where Apache SkyWalking leans on observability, apm and banyandb, Neo4j focuses on graph database, agentic and data warehouse.
Neo4j and Apache SkyWalking have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Neo4j trajectory → · Compare Apache SkyWalking vs Neo4j →
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 Apache SkyWalking'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 Apache SkyWalking leans on observability, apm and banyandb, Fulcrum focuses on field data, mobile and gis.
Fulcrum and Apache SkyWalking have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Fulcrum trajectory → · Compare Apache SkyWalking vs Fulcrum →
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 Apache SkyWalking's 1. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache SkyWalking leans on observability, apm and banyandb, dbt Core focuses on data transformation, analytics engineering and open source.
dbt Core has shipped fewer meaningful updates than Apache SkyWalking in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full dbt Core trajectory → · Compare Apache SkyWalking vs dbt Core →
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 Apache SkyWalking'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 Apache SkyWalking leans on observability, apm and banyandb, OpenHouse focuses on iceberg, data lakehouse and linkedin.
OpenHouse and Apache SkyWalking have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full OpenHouse trajectory → · Compare Apache SkyWalking vs OpenHouse →
10. 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 Apache SkyWalking's 1, 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 Apache SkyWalking leans on observability, apm and banyandb, Omni focuses on bi analytics, embedded analytics and ai agents.
Omni and Apache SkyWalking have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Omni trajectory → · Compare Apache SkyWalking vs Omni →
11. 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 Apache SkyWalking's 1. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Apache SkyWalking leans on observability, apm and banyandb, OpenCTI focuses on fips compliance, threat intelligence and ai analysis.
OpenCTI has shipped fewer meaningful updates than Apache SkyWalking in the last 30 days, so weigh it on fit and feature depth rather than recent pace.
Full OpenCTI trajectory → · Compare Apache SkyWalking vs OpenCTI →
12. 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 Apache SkyWalking'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 Apache SkyWalking leans on observability, apm and banyandb, OpenObserve focuses on observability, ai observability and slo.
OpenObserve and Apache SkyWalking 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 Apache SkyWalking vs OpenObserve →
Frequently asked questions
What are the best alternatives to Apache SkyWalking?
The top Apache SkyWalking alternatives we currently track in analytics tools are Basedash, Holistics, Lightdash, Keboola, AgencyAnalytics, ranked by recent ship velocity.
How is this list of Apache SkyWalking alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Apache SkyWalking directly with one of these alternatives?
Yes — every card has a "Compare with Apache SkyWalking" link to a side-by-side /compare page.