ANALYTICS
Fulcrum turns on Insights, its AI assistant for field data, for every customer.
Alternatives · analytics tools
Google Analytics alternatives
The best Google Analytics alternatives in analytics tools, ranked by Sparkpulse's velocity_score.
Updated Oct 29, 2026
Looking for the best alternatives to Google Analytics? Sparkpulse tracks and ranks 12 alternatives in analytics tools by shipping velocity — how frequently each ships meaningful updates, verified from official changelogs. For reference, Google Analytics shipped 0 meaningful updates in the last 30 days and carries a velocity score of 5.0 out of 10 in 2026. The alternatives below are ranked the same way, so you're comparing real release momentum, not marketing claims.
About Google Analytics
Google Analytics is shifting from query-on-demand to AI-driven recommendations and summaries.
GA's recent releases all push the product toward proactive analytics. Task Assistant launched as a left-nav surface that groups configuration and data-quality recommendations into actionable categories users can mark complete or skip. Generated insights on the Home page now summarize the top three data changes since the user's last visit — config updates, anomalies, and seasonality trends — so analysts catch up without digging into reports. Cross-channel budgeting is in beta for eligible properties, with projection and scenario plans for paid-channel optimization.
Velocity 5.0 · Last update 5mo ago
Top 12 alternatives to Google Analytics
Ranked by recent ship velocity. Tap any card for the full editorial breakdown, or pivot to a head-to-head.
ANALYTICS
Holistics lets admins put a key dashboard on everyone's Home page.
ANALYTICS
NocoDB lets MCP clients connect by signing in and adds workflow run playback in 2026.10.0.
ANALYTICS
Lightdash opens AI-built chart types to every cloud user, through the app or MCP.
ANALYTICS
dbt's 1.x releases now point users at v2 straight from the command line.
ANALYTICS
RStudio's first October patch is a branch merge, extending a long run of release-train upkeep.
ANALYTICS
OpenReplay moves its Go backend to pgx v5 and patches vulnerable deps across 1.25–1.27.
ANALYTICS
Basedash automations can now attach scheduled CSV exports to Slack and email.
ANALYTICS
OpenPanel tags three more note-free builds in one evening, reaching 3.16.4.
ANALYTICS
OpenHouse locks down its column-defaults capability flag as default values near completion.
ANALYTICS
Countly 25.03.58 tightens API tokens, sessions and login lockouts in one security patch.
ANALYTICS
Keboola adds dark mode while it tightens the MCP server and retires idle workspaces.
Google Analytics 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 |
|---|---|---|---|---|
| Google Analytics (baseline) | 5.0 | 0 | google-analyticsai-insightstask-assistant | — |
| Fulcrum | 6.3 | 1 | field data collectionai assistantmobile | Insights AI assistant opens to all customers in public beta |
| Holistics | 6.3 | 0 | business intelligencesemantic layerdashboards | — |
| NocoDB | 6.3 | 0 | mcpno-code databaseworkflow automation | 2026.09.1 : MCP for Your Whole Account |
| Lightdash | 6.3 | 1 | business intelligencesemantic layerai agents | 🎓 Teach your AI agents reusable skills |
| dbt Core | 6.3 | 0 | fusion-migrationv2-transitionsemantic-layer | dbt v2.0.0 |
| RStudio | 5.0 | 0 | ider-languagerelease-train | — |
| OpenReplay | 5.0 | 0 | session replayself-hostedgo | — |
| Basedash | 5.0 | 0 | business-intelligenceai-analyticsautomations | — |
| OpenPanel | 5.0 | 0 | product-analyticsopen-sourceself-hosted | — |
| OpenHouse | 5.0 | 0 | data lakehouseicebergtable catalog | — |
| Countly | 5.0 | 0 | product-analyticsself-hostedsecurity-patches | — |
| Keboola | 5.0 | 0 | data-platformmcpai-assistant | — |
The 12 best Google Analytics alternatives, in depth
1. Fulcrum · velocity 6.3
Fulcrum turns on Insights, its AI assistant for field data, for every customer.
Over the last 30 days Fulcrum shipped 1 meaningful update vs Google Analytics's 0, most recently “Insights AI assistant opens to all customers in public beta”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Google Analytics leans on google analytics, ai insights and task assistant, Fulcrum focuses on field data collection, ai assistant and mobile.
Over the last 30 days Fulcrum has been shipping faster than Google Analytics — a point in its favour if release momentum matters to you.
Full Fulcrum trajectory → · Compare Google Analytics vs Fulcrum →
2. Holistics · velocity 6.3
Holistics lets admins put a key dashboard on everyone's Home page.
Its velocity score of 6.3/10 reflects longer-term release cadence.
Where Google Analytics leans on google analytics, ai insights and task assistant, Holistics focuses on business intelligence, semantic layer and dashboards.
Holistics and Google Analytics 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 Google Analytics vs Holistics →
3. NocoDB · velocity 6.3
NocoDB lets MCP clients connect by signing in and adds workflow run playback in 2026.10.0.
Its velocity score of 6.3/10 reflects longer-term release cadence; its most recent meaningful update was “2026.09.1 : MCP for Your Whole Account”.
Where Google Analytics leans on google analytics, ai insights and task assistant, NocoDB focuses on mcp, no code database and workflow automation.
NocoDB and Google Analytics have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full NocoDB trajectory → · Compare Google Analytics vs NocoDB →
4. Lightdash · velocity 6.3
Lightdash opens AI-built chart types to every cloud user, through the app or MCP.
Over the last 30 days Lightdash shipped 1 meaningful update vs Google Analytics's 0, most recently “🎓 Teach your AI agents reusable skills”. Its velocity score of 6.3/10 blends that with longer-term release cadence.
Where Google Analytics leans on google analytics, ai insights and task assistant, Lightdash focuses on business intelligence, semantic layer and ai agents.
Over the last 30 days Lightdash has been shipping faster than Google Analytics — a point in its favour if release momentum matters to you.
Full Lightdash trajectory → · Compare Google Analytics vs Lightdash →
5. dbt Core · velocity 6.3
Dbt's 1.x releases now point users at v2 straight from the command line.
Its velocity score of 6.3/10 reflects longer-term release cadence; its most recent meaningful update was “dbt v2.0.0”.
Where Google Analytics leans on google analytics, ai insights and task assistant, dbt Core focuses on fusion migration, v2 transition and semantic layer.
dbt Core and Google Analytics have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full dbt Core trajectory → · Compare Google Analytics vs dbt Core →
6. RStudio · velocity 5.0
RStudio's first October patch is a branch merge, extending a long run of release-train upkeep.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Google Analytics leans on google analytics, ai insights and task assistant, RStudio focuses on ide, r language and release train.
RStudio and Google Analytics have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full RStudio trajectory → · Compare Google Analytics vs RStudio →
7. OpenReplay · velocity 5.0
OpenReplay moves its Go backend to pgx v5 and patches vulnerable deps across 1.25–1.27.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Google Analytics leans on google analytics, ai insights and task assistant, OpenReplay focuses on session replay, self hosted and go.
OpenReplay and Google Analytics have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full OpenReplay trajectory → · Compare Google Analytics vs OpenReplay →
8. Basedash · velocity 5.0
Basedash automations can now attach scheduled CSV exports to Slack and email.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Google Analytics leans on google analytics, ai insights and task assistant, Basedash focuses on business intelligence, ai analytics and automations.
Basedash and Google Analytics have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Basedash trajectory → · Compare Google Analytics vs Basedash →
9. OpenPanel · velocity 5.0
OpenPanel tags three more note-free builds in one evening, reaching 3.16.4.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Google Analytics leans on google analytics, ai insights and task assistant, OpenPanel focuses on product analytics, open source and self hosted.
OpenPanel and Google Analytics have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full OpenPanel trajectory → · Compare Google Analytics vs OpenPanel →
10. OpenHouse · velocity 5.0
OpenHouse locks down its column-defaults capability flag as default values near completion.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Google Analytics leans on google analytics, ai insights and task assistant, OpenHouse focuses on data lakehouse, iceberg and table catalog.
OpenHouse and Google Analytics 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 Google Analytics vs OpenHouse →
11. Countly · velocity 5.0
Countly 25.03.58 tightens API tokens, sessions and login lockouts in one security patch.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Google Analytics leans on google analytics, ai insights and task assistant, Countly focuses on product analytics, self hosted and security patches.
Countly and Google Analytics have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Countly trajectory → · Compare Google Analytics vs Countly →
12. Keboola · velocity 5.0
Keboola adds dark mode while it tightens the MCP server and retires idle workspaces.
Its velocity score of 5.0/10 reflects longer-term release cadence.
Where Google Analytics leans on google analytics, ai insights and task assistant, Keboola focuses on data platform, mcp and ai assistant.
Keboola and Google Analytics have shipped at a similar pace over the last 30 days, so the decision comes down to fit and feature depth.
Full Keboola trajectory → · Compare Google Analytics vs Keboola →
Frequently asked questions
What are the best alternatives to Google Analytics?
The top Google Analytics alternatives we currently track in analytics tools are Fulcrum, Holistics, NocoDB, Lightdash, dbt Core, ranked by recent ship velocity.
How is this list of Google Analytics alternatives ranked?
Alternatives are ranked by Sparkpulse's velocity_score — release cadence + 30-day spark count + sector-relative ship rate.
Can I compare Google Analytics directly with one of these alternatives?
Yes — every card has a "Compare with Google Analytics" link to a side-by-side /compare page.