Business Intelligence · head to head
Cabin vs Cube

Cabin
Business Intelligence
Cookieless web analytics that also reports the carbon footprint of your website
- From
- Free
- Rated
- -

Cube
Business Intelligence
AI-native analytics platform with semantic layer and governed access
- From
- Free
- Rated
- -
The short version
- Each has a real cost: Cabin the analytics are deliberately shallow: no funnels, no cohort retention, no session replay and no user-level journeys, so anything beyond traffic and event counts requires a second tool.; Cube per-developer licensing can be expensive for large analytics teams
- They diverge on capability: Cabin covers Cookieless tracking, Cube covers Analytics Chat.
- Prices and features above were last checked on 31 August 2026.
Where they differ
Only the attributes on which Cabin and Cube actually diverge.
Identical on both: starting price (Free), free tier (Yes), user rating (Not yet rated), category (Business Intelligence).
What each one covers
Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.
Only in Cabin
- Cookieless tracking
- Carbon reporting
- 1.2kb script
- Custom events
- Ad-blocker bypass
- MCP access
- Branded dashboards
- EU data storage
Only in Cube
- Analytics Chat
- Workbooks
- Dashboards
- Embedded Analytics
- AI Integrations
- Core Data APIs
- Caching and pre-aggregations
What people use each for
The jobs each tool is most often brought in to do.
Cabin
- Replacing Google Analytics on a site where a cookie consent banner is hurting conversion and you do not need behavioural advertising datanot Cube
- An organisation with a published sustainability commitment that needs a reportable figure for its website emissionsnot Cube
- An agency managing many client sites that wants unlimited domains and branded client dashboards for a flat $45 a monthnot Cube
- A developer who wants to query site analytics conversationally through an MCP-connected assistant rather than reading a dashboardnot Cube
Cube
- Building governed semantic data models for analyticsnot Cabin
- Embedding analytics into customer-facing productsnot Cabin
- Enabling natural language data queries for teamsnot Cabin
- Creating conversational dashboards with AI assistancenot Cabin
Where each one falls short
Documented limitations, not opinions. Every one is a constraint you would hit in normal use.
Cabin
- The analytics are deliberately shallow: no funnels, no cohort retention, no session replay and no user-level journeys, so anything beyond traffic and event counts requires a second tool.
- Carbon figures are modelled from bytes transferred using CO2.js assumptions about grid intensity and device energy, not measured, so they are directionally useful and should never be presented as audited emissions data.
- Cabin is a product of Normally, a design studio, rather than a company whose sole business is analytics, which puts a reasonable question mark over long-term roadmap investment and support depth.
- The 30-day retention on the free tier and 12 months on Plus mean year-on-year comparison needs the $45 Scale plan, which is a large jump for a small site that only wanted longer history.
- Because it does not use cookies or cross-site identifiers, returning-visitor and multi-session attribution are approximations, which matters if anyone in the business is trying to reconcile it with an ad platform's numbers.
Cube
- Per-developer licensing can be expensive for large analytics teams
- Additional cost for Explorer and Viewer roles beyond developers
- Semantic layer approach requires upfront modeling investment
- Smaller connector ecosystem than dedicated BI platforms
- May be overengineered for simple reporting needs
Pricing, plan by plan
Cabin
Free- FreeFree
- 1 domain
- 10,000 pageviews per month
- 30-day data retention
- Plus$14/month
- Up to 10 domains
- 100,000 pageviews per month
- 12-month retention
- Scale$45/month
- Unlimited domains
- 5,000,000 pageviews per month
- Unlimited retention
Cube
Free- FreeFree
- For hobbyists and personal projects
- Basic data source connection
- Semantic modeling
- Starter$40/developer/month
- Extended agent limits
- Premium LLMs
- Unlimited workbooks
- Premium$80/developer/month
- All Starter features
- Embedded dashboards
- Embedded analytics chat
- Enterprise$null/custom
- 99.990% uptime SLA
- Dedicated single-tenant installation
- Bring Your Own Cloud
Which should you pick?
Choose Cabin if
- You need cookieless tracking.
- You want to start without paying.
- You also want carbon reporting.
Choose Cube if
- You need analytics chat.
- You want to start without paying.
- You work on Cloud, Self-hosted.
- You also want workbooks.
Questions people ask
- Is Cabin or Cube better?
- Neither clearly leads. Cabin starts at Free and Cube at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
- Which is cheaper, Cabin or Cube?
- Cabin starts at Free and Cube at Free.
- Does Cabin or Cube run on more platforms?
- Cabin runs on Web. Cube runs on Cloud, Self-hosted.
- Can I use Cabin for free?
- Both have a free tier, so you can try either at no cost before committing.
- What is Cabin best used for?
- Cabin is most often used for replacing google analytics on a site where a cookie consent banner is hurting conversion and you do not need behavioural advertising data, an organisation with a published sustainability commitment that needs a reportable figure for its website emissions, an agency managing many client sites that wants unlimited domains and branded client dashboards for a flat $45 a month, a developer who wants to query site analytics conversationally through an mcp-connected assistant rather than reading a dashboard. Of those, replacing google analytics on a site where a cookie consent banner is hurting conversion and you do not need behavioural advertising data and an organisation with a published sustainability commitment that needs a reportable figure for its website emissions are not what Cube is typically brought in for.
- What can Cabin do that Cube cannot?
- Cabin covers Cookieless tracking, Carbon reporting, 1.2kb script, Custom events. Cube covers Analytics Chat, Workbooks, Dashboards, Embedded Analytics.
Answered from the vendors’ own pages
Cabin: Do I need a cookie consent banner with Cabin?
No. It sets no cookies and collects no cross-site identifiers, and data is stored in the EU, which is the specific reason most buyers switch to it.
Cube: What is the cost per developer on Cube?
Starter plan costs $40/developer/month. Premium adds embedded analytics at $80/developer/month. Explorer and Viewer roles cost $40 and $20/month respectively.
SourceCabin: How accurate is the carbon measurement?
It is an estimate derived from data transfer using the CO2.js model. It is reliable for tracking change over time on your own site and unsuitable as an audited emissions figure.
Cube: What uptime SLAs does Cube offer?
Premium plan offers 99.950% uptime SLA. Enterprise plan provides 99.990% uptime SLA with dedicated support.
SourceCabin: Who makes Cabin?
It was built at Normally, a research and design studio in London, out of work on data, privacy and the carbon footprint of digital products.
Cube: Can I use Cube for free?
Yes, the Free plan includes basic data source connection, semantic modeling, workbooks, and dashboards for hobbyists and personal projects.
SourceCabin: Can it replace Google Analytics entirely?
For traffic, referrer and event reporting, yes. For advertising attribution, audience building and funnel analysis, no.
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