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Business Intelligence · head to head

Holistics vs Zenlytic

Holistics logo

Holistics

Business Intelligence

Self-service BI for data teams

From
$800/month
Rated
-
Full reviewWebsite
Zenlytic logo

Zenlytic

Business Intelligence

Conversational analytics on a governed semantic layer that shows you the SQL it ran

From
On request
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Holistics the entry plan is $960 per month billed monthly, which is a high floor for a BI tool; Zenlytic answer quality is bounded by the semantic model, so a team without a maintained dbt project and metric definitions must complete a modelling project before the AI is useful at all.
  • They diverge on capability: Holistics covers Data Modeling, Zenlytic covers Zoe conversational agent.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Holistics and Zenlytic actually diverge.

Attributes where Holistics and Zenlytic differ
AttributeHolisticsZenlytic
Starting price$800/monthOn request
Pricing modelsubscriptionquote
PlatformsWeb, CloudWeb
Founded2015Unknown

Identical on both: free tier (No), 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 Holistics

  • Data Modeling
  • Version Control
  • Scheduling
  • Caching
  • Embedding
  • BigQuery
  • Snowflake
  • Redshift

Only in Zenlytic

  • Zoe conversational agent
  • YAML semantic layer
  • LookML import
  • Row and column permissions
  • Dashboards
  • dbt integration
  • Embedded analytics
  • Query transparency

What people use each for

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

Holistics

  • Modelling business metrics in a code-defined semantic layer with Git version controlnot Zenlytic
  • Self-service exploration and dashboards for non-SQL usersnot Zenlytic
  • Embedding analytics into a customer-facing productnot Zenlytic

Zenlytic

  • A data team of three fielding sixty ad hoc requests a week from operators who could answer them in chat insteadnot Holistics
  • An ecommerce company where merchandisers need cohort and margin questions answered without waiting for an analystnot Holistics
  • A Looker customer looking for an exit that can import existing LookML rather than remodel from scratchnot Holistics
  • A finance team that needs every AI-generated number to show its SQL before it goes in a board packnot Holistics

Where each one falls short

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

Holistics

  • The entry plan is $960 per month billed monthly, which is a high floor for a BI tool
  • Every plan includes only the first 10 users, with additional users charged at $15 per month each on Entry and Standard and $18 on the Security Compliance Suite
  • The Entry plan caps reports at 100, and each additional 100 reports costs $120 per month
  • Google SSO requires the Standard plan at $1,200 per month; enterprise SSO with SAML and SCIM provisioning requires the Security Compliance Suite at $2,400 per month
  • Row-based access control, IP whitelisting, pass-through authentication and user activity monitoring are all Security Compliance Suite features
  • Connecting Git version control to your own repository requires Standard; Entry only gets Holistics-hosted Git
  • White labelling, dynamic row-level permissions and unlimited dashboard viewers for embedded analytics are Custom Plan only, with no published price
  • Bank payments and custom payment terms are Custom Plan only, and custom infosec or legal paperwork is Enterprise plan only
  • The two months off discount requires yearly billing

Zenlytic

  • Answer quality is bounded by the semantic model, so a team without a maintained dbt project and metric definitions must complete a modelling project before the AI is useful at all.
  • It is a small venture-funded company in a category that Snowflake, Databricks and Microsoft are all building into natively, which is a real procurement risk on a multi-year contract.
  • Pricing is not published and is negotiated per deal, so small buyers have no benchmark and no leverage.
  • The visualisation and dashboard layer is thinner than established BI tools, so teams wanting pixel control over reporting will find it limiting.
  • It assumes a cloud data warehouse; organisations with data spread across operational databases and spreadsheets have to consolidate first, which is the expensive part of the project.

Pricing, plan by plan

Holistics

$800/month
  • Entry$800/month
    • 100 reports
    • First 10 users included
    • Core self-service analytics
  • Standard$1000/month
    • Unlimited reports
    • First 10 users included
    • Custom charts
  • Security Compliance Suite$2000/month
    • Unlimited reports
    • First 10 users included
    • Granular access controls

Zenlytic

On request
  • Zenlytic$undefined/year
    • Annual contract quoted by seats and deployment
    • Semantic layer, dashboards and Zoe included
    • Embedded analytics licensed separately

Which should you pick?

Choose Holistics if

  • You need data modeling.
  • You work on Web, Cloud.
  • You also want version control.
Holistics review

Choose Zenlytic if

  • You need zoe conversational agent.
  • You also want yaml semantic layer.
Zenlytic review

Questions people ask

Is Holistics or Zenlytic better?
Neither clearly leads. Holistics starts at $800/month and Zenlytic at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Holistics or Zenlytic?
Holistics starts at $800/month and Zenlytic at On request.
Does Holistics or Zenlytic run on more platforms?
Holistics runs on Web, Cloud. Zenlytic runs on Web.
What is Holistics best used for?
Holistics is most often used for modelling business metrics in a code-defined semantic layer with git version control, self-service exploration and dashboards for non-sql users, embedding analytics into a customer-facing product. Of those, modelling business metrics in a code-defined semantic layer with git version control and self-service exploration and dashboards for non-sql users are not what Zenlytic is typically brought in for.
What can Holistics do that Zenlytic cannot?
Holistics covers Data Modeling, Version Control, Scheduling, Caching. Zenlytic covers Zoe conversational agent, YAML semantic layer, LookML import, Row and column permissions.

Answered from the vendors’ own pages

Holistics: How much do additional Holistics users cost?

Additional users cost $12.50 per month (yearly billing) or $15 per month (monthly billing) for Entry/Standard plans, and $15-18 per month for Security Suite.

Source
Zenlytic: Does Zenlytic publish pricing?

No. Contracts are quoted annually based on seats and deployment scope.

Holistics: Can I purchase additional reports on Holistics?

Yes, additional 100-report blocks cost $100 per month (yearly) or $120 per month (monthly billing).

Source
Zenlytic: Can it read my Looker model?

Yes, it imports LookML, which is the main reason Looker customers evaluate it.

Holistics: Does Holistics support multiple data centers?

Yes, Holistics supports multiple data centers in US, EU, and APAC regions with pricing available for embedded analytics with unlimited dashboard viewers.

Source
Zenlytic: Does it write arbitrary SQL against my warehouse?

No. Queries are constrained to the semantic layer, and the generated SQL is shown with every answer.

Zenlytic: Do I need dbt?

Not strictly, but the product is designed around a modelled warehouse and works poorly without one.

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