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Business Intelligence · head to head

GoodData vs Zoho Analytics

GoodData logo

GoodData

Business Intelligence

Analytics platform for data products

From
On request
Rated
-
Full reviewWebsite
Zoho Analytics logo

Zoho Analytics

Business Intelligence

Self-service BI and analytics platform

From
Free
Rated
-
Full reviewWebsite

The short version

  • Only Zoho Analytics has a free tier, so it costs nothing to try first.
  • Each has a real cost: GoodData pricing scales per workspace as customer base grows, increasing costs with scale; Zoho Analytics the free plan is limited to 2 users, 10,000 rows and 5 workspaces
  • They diverge on capability: GoodData covers Headless BI, Zoho Analytics covers AI Assistant.
  • Prices and features above were last checked on 30 August 2026.

Where they differ

Only the attributes on which GoodData and Zoho Analytics actually diverge.

Attributes where GoodData and Zoho Analytics differ
AttributeGoodDataZoho Analytics
Starting priceOn requestFree
Pricing modelUnknownsubscription
Free tierNoYes
PlatformsWeb, Cloud AWS, Cloud AzureWeb, Mobile, Embedded
Founded20071996

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 GoodData

  • Headless BI
  • Semantic Layer
  • Multi-tenancy
  • Snowflake
  • BigQuery
  • Redshift
  • PostgreSQL
  • Databricks

Only in Zoho Analytics

  • AI Assistant
  • Drag-and-drop Reports
  • Auto-blending
  • Zoho CRM
  • Salesforce
  • Google Analytics
  • QuickBooks
  • Xero

Both cover

  • Embedded Analytics
  • White-labeling
  • Web support
  • Embedded support

What people use each for

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

GoodData

  • Self-service analyticsnot Zoho Analytics
  • Data explorationnot Zoho Analytics
  • Ad-hoc reportingnot Zoho Analytics
  • Collaborative analysisnot Zoho Analytics
  • Embedded analyticsnot Zoho Analytics

Zoho Analytics

  • Self-service dashboards and reports over business datanot GoodData
  • Blending data from Zoho apps, databases and cloud services into one workspacenot GoodData
  • Embedding white-labelled analytics inside another productnot GoodData

Where each one falls short

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

GoodData

  • Pricing scales per workspace as customer base grows, increasing costs with scale
  • Advanced security features like audit logging and HIPAA compliance only on Enterprise plan

Zoho Analytics

  • The free plan is limited to 2 users, 10,000 rows and 5 workspaces
  • Plans are sold with a minimum user count: Basic starts at 2 users, Standard at 5, Premium at 15 and Enterprise at 50
  • Row capacity is part of the plan, starting at 0.5 million rows on Basic, and additional rows are sold as add-ons
  • Viewer licences are sold in blocks of 25 minimum rather than one at a time
  • Data alerts are capped per plan at 10, 30 and 100 active alerts across the whole account
  • REST API usage is metered in API units per day, from 4,000 per day on the lowest paid tier, with extra units sold separately
  • Logo rebranding and hiding the Powered By Zoho Analytics message on embedded reports are not available on the lower plans
  • Activity logs and cluster analysis are excluded from the lower plans
  • The white label embedded analytics offering has no published price and requires contacting Zoho
  • Local taxes such as VAT and GST are charged on top of the listed prices

Pricing, plan by plan

GoodData

On request
  • Professional$undefined/mo
    • Core BI and analytics
    • Full embedding with whitelabeling
    • Multi-tenancy support
  • Enterprise$undefined/mo
    • All Professional features
    • Custom agents and Agent Builder
    • 99.5% guaranteed uptime SLA

Zoho Analytics

Free
  • FreeFree
    • 2 Users
    • Basic Features
    • 10K Rows
  • Basic$24/month
    • 2 Users
    • 500K Rows
    • Email Support

Which should you pick?

Choose GoodData if

  • You need headless bi.
  • You work on Web, Cloud AWS, Cloud Azure.
  • You also want semantic layer.
GoodData review

Choose Zoho Analytics if

  • You need ai assistant.
  • You want to start without paying.
  • You work on Web, Mobile, Embedded.
  • You also want drag-and-drop reports.
Zoho Analytics review

Questions people ask

Is GoodData or Zoho Analytics better?
Neither clearly leads. GoodData starts at On request and Zoho Analytics at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, GoodData or Zoho Analytics?
Zoho Analytics has a free tier; the other does not. Paid plans start at On request for GoodData and Free for Zoho Analytics.
Does GoodData or Zoho Analytics run on more platforms?
GoodData runs on Web, Cloud AWS, Cloud Azure. Zoho Analytics runs on Web, Mobile, Embedded.
Can I use Zoho Analytics for free?
Yes. Zoho Analytics has a free tier, so you can try it without paying. GoodData starts at On request.
What is GoodData best used for?
GoodData is most often used for self-service analytics, data exploration, ad-hoc reporting, collaborative analysis. Of those, self-service analytics and data exploration are not what Zoho Analytics is typically brought in for.
What can GoodData do that Zoho Analytics cannot?
GoodData covers Headless BI, Semantic Layer, Multi-tenancy, Snowflake. Zoho Analytics covers AI Assistant, Drag-and-drop Reports, Auto-blending, Zoho CRM. Both handle Embedded Analytics, White-labeling, Web support, Embedded support.

Answered from the vendors’ own pages

GoodData: Does GoodData offer a free tier?

No, GoodData does not offer a free tier. The platform has Professional and Enterprise pricing tiers that require sales contact for quotes.

Source
Zoho Analytics: Is there a free plan available?

Yes, Zoho Analytics offers a permanent free plan with 2 users, 10,000 rows, and 5 workspaces. A 15-day free trial is also available for paid plans, no credit card required.

Source
GoodData: What data warehouses can GoodData connect to?

GoodData supports direct connections to Snowflake, BigQuery, Redshift, Azure Databricks, and PostgreSQL through a direct-query-only integration model.

Source
Zoho Analytics: Can I cancel my subscription at any time?

Yes, you can upgrade, downgrade, or cancel your subscription at any time. It operates as a month-to-month, pay-as-you-go service with full flexibility.

Source
GoodData: Can you self-host GoodData?

Self-hosted deployment is only available on the Enterprise plan. Professional plan customers are limited to the managed SaaS offering.

Source
Zoho Analytics: What is the difference between monthly and yearly billing?

Yearly billing provides a 20% discount compared to monthly rates. Both options are available for all subscription tiers.

Source
Zoho Analytics: How much do additional users and data rows cost beyond what is included in my plan?

Additional users, data rows, and viewers are available as paid add-ons. The page does not specify the exact per-unit cost for these add-ons.

Source
Zoho Analytics: How often can I refresh my data in each tier?

Basic allows 1 refresh per day, Standard and Premium allow 8 per day, and Enterprise allows 24 per day. Dedicated Compute offers custom refresh rates.

Source
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