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Business Intelligence · head to head

Cube vs Reportz

Cube logo

Cube

Business Intelligence

AI-native analytics platform with semantic layer and governed access

From
Free
Rated
-
Full reviewWebsite
Reportz logo

Reportz

Business Intelligence

Per-dashboard marketing reporting at under ten dollars a client

From
$9.9/month
Rated
-
Full reviewWebsite

The short version

  • Only Cube has a free tier, so it costs nothing to try first.
  • Each has a real cost: Cube per-developer licensing can be expensive for large analytics teams; Reportz the connector library is smaller than the established agency reporting tools, and if a platform you report on is missing there is no practical route to getting it added.
  • They diverge on capability: Cube covers Analytics Chat, Reportz covers Per-dashboard pricing.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Cube and Reportz actually diverge.

Attributes where Cube and Reportz differ
AttributeCubeReportz
Starting priceFree$9.9/month
Pricing modelPer-developer seats with volume pricingPer month by dashboard count
Free tierYesNo
PlatformsCloud, Self-hostedWeb

Identical on both: 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 Cube

  • Analytics Chat
  • Workbooks
  • Dashboards
  • Embedded Analytics
  • AI Integrations
  • Core Data APIs
  • Caching and pre-aggregations

Only in Reportz

  • Per-dashboard pricing
  • Unlimited users
  • Public share links
  • White labelling
  • Template library
  • Scheduled reports
  • Custom KPI widgets
  • Client management

What people use each for

The jobs each tool is most often brought in to do.

Cube

  • Building governed semantic data models for analyticsnot Reportz
  • Embedding analytics into customer-facing productsnot Reportz
  • Enabling natural language data queries for teamsnot Reportz
  • Creating conversational dashboards with AI assistancenot Reportz

Reportz

  • A five-person SEO agency reporting to twenty five clients that cannot justify several hundred dollars a month for reporting softwarenot Cube
  • A freelancer who needs one white-labelled dashboard per client and nothing elsenot Cube
  • An agency giving clients a live link instead of a monthly PDF, without buying client seatsnot Cube
  • A marketing team wanting a cheap always-on KPI screen fed from ad and analytics platformsnot Cube

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

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

Reportz

  • The connector library is smaller than the established agency reporting tools, and if a platform you report on is missing there is no practical route to getting it added.
  • Four Dots is a small agency-owned business rather than a funded software company, so API breakages and platform changes can take longer to fix than at larger vendors.
  • There is no data modelling, SQL or warehouse layer, so cross-source analysis is limited to what the widget set already supports.
  • Per-dashboard billing means an agency that builds several views per client loses the headline price advantage quickly.
  • Documentation and support are thin compared with larger competitors, and complex setups often need direct email support rather than self-service answers.

Pricing, plan by plan

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

Reportz

$9.9/month
  • Consultant$9.9/month
    • Priced per dashboard
    • Unlimited users
    • Unlimited data sources
  • Agency$99/month
    • Around ten dashboards at the same per-dashboard rate
    • Unlimited users
    • Custom domain
  • Enterprise$742.5/month
    • 75 dashboards
    • Volume rate
    • Unlimited users

Which should you pick?

Choose Cube if

  • You need analytics chat.
  • You want to start without paying.
  • You work on Cloud, Self-hosted.
  • You also want workbooks.
Cube review

Choose Reportz if

  • You need per-dashboard pricing.
  • You also want unlimited users.
Reportz review

Questions people ask

Is Cube or Reportz better?
Neither clearly leads. Cube starts at Free and Reportz at $9.9/month, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Cube or Reportz?
Cube has a free tier; the other does not. Paid plans start at Free for Cube and $9.9/month for Reportz.
Does Cube or Reportz run on more platforms?
Cube runs on Cloud, Self-hosted. Reportz runs on Web.
Can I use Cube for free?
Yes. Cube has a free tier, so you can try it without paying. Reportz starts at $9.9/month.
What is Cube best used for?
Cube is most often used for building governed semantic data models for analytics, embedding analytics into customer-facing products, enabling natural language data queries for teams, creating conversational dashboards with ai assistance. Of those, building governed semantic data models for analytics and embedding analytics into customer-facing products are not what Reportz is typically brought in for.
What can Cube do that Reportz cannot?
Cube covers Analytics Chat, Workbooks, Dashboards, Embedded Analytics. Reportz covers Per-dashboard pricing, Unlimited users, Public share links, White labelling.

Answered from the vendors’ own pages

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.

Source
Reportz: What does Reportz cost?

9.90 US dollars per dashboard per month, with unlimited users and data sources on every tier.

Cube: What uptime SLAs does Cube offer?

Premium plan offers 99.950% uptime SLA. Enterprise plan provides 99.990% uptime SLA with dedicated support.

Source
Reportz: Is there a free plan?

No, but there is a fifteen day trial with no card required.

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.

Source
Reportz: Who is behind it?

Four Dots, a digital marketing agency in Belgrade that built the tool for its own client reporting.

Reportz: Can clients view without a login?

Yes, dashboards can be shared as a public link under your own domain.

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