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Spreadsheets · head to head

Equals vs GoodData

Equals logo

Equals

Spreadsheets

A real spreadsheet with SQL result sets landing in its cells, now sold only on annual contracts starting at 24,000 USD

From
$24000/year
Rated
-
Full reviewWebsite
GoodData logo

GoodData

Business Intelligence

Analytics platform for data products

From
On request
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: Equals the price list now starts at 24,000 USD a year with no monthly billing and no self-serve signup, having offered a free plan in 2023 and 39 USD per seat in 2024, so any team that evaluated it previously is looking at a different product commercially.; GoodData pricing scales per workspace as customer base grows, increasing costs with scale
  • They diverge on capability: Equals covers Connected sheets, GoodData covers Headless BI.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which Equals and GoodData actually diverge.

Attributes where Equals and GoodData differ
AttributeEqualsGoodData
Starting price$24000/yearOn request
Pricing modelPer year by connector count and refresh frequencyUnknown
PlatformsWeb, APIWeb, Cloud AWS, Cloud Azure
CategorySpreadsheetsBusiness Intelligence
FoundedUnknown2007

Identical on both: free tier (No), user rating (Not yet rated).

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 Equals

  • Connected sheets
  • Real spreadsheet mechanics
  • Cell references into SQL
  • Equals Warehouse
  • Views
  • Writeback

Only in GoodData

  • Headless BI
  • Semantic Layer
  • Embedded Analytics
  • Multi-tenancy
  • White-labeling
  • Snowflake
  • BigQuery
  • Redshift

What people use each for

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

Equals

  • A revenue operations team that wants software metrics computed in a spreadsheet rather than defined in a BI semantic layernot GoodData
  • Analysts who need a SQL result and manual assumptions in the same file, with the assumptions visible as cellsnot GoodData
  • Joining Stripe, Salesforce and a production database without building a warehouse and pipeline firstnot GoodData
  • Distributing a recurring numbers pack to Slack, email or a wall display without rebuilding it as a dashboardnot GoodData

GoodData

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

Where each one falls short

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

Equals

  • The price list now starts at 24,000 USD a year with no monthly billing and no self-serve signup, having offered a free plan in 2023 and 39 USD per seat in 2024, so any team that evaluated it previously is looking at a different product commercially.
  • Your data is copied out of your infrastructure by design, into a Snowflake warehouse that Equals operates, with Fivetran holding non-SQL source data in transit, and no self-hosted or bring-your-own-warehouse option is documented.
  • The financial function category contains only IRR, NPV and PMT, with no XIRR, XNPV, FV, PV, RATE or NPER, and there is no LAMBDA, LET, OFFSET or INDIRECT, so a substantial class of existing spreadsheet models cannot be ported without rework.
  • No documentation of importing or exporting Excel files exists anywhere in the docs index; the supported file sources are CSV and Google Sheets and the only documented export is dashboards as PDF, which is a notable gap for a product positioning itself as a successor to Excel.
  • Data freshness is a pricing lever rather than a setting, at six hours on Essential, one hour on Business and fifteen minutes on Enterprise, and the feature that removes row limits is itself gated above the entry tier, so the Essential row ceiling is neither published nor unlimited.

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

Pricing, plan by plan

Equals

$24000/year
  • Essential$24000/year
    • Unlimited viewers and unlimited editors
    • 3 connectors
    • Data sync every 6 hours
  • Business$36000/year
    • Unlimited viewers and unlimited editors
    • 5 connectors or a warehouse connection
    • Data sync every hour
  • Enterprise$60000/year
    • Unlimited viewers and unlimited editors
    • Unlimited connectors or a warehouse connection
    • Data sync every 15 minutes
  • Connector add-ons$199/month
    • 199 USD per month for each additional database or import script connector
    • 699 USD per month for each additional connector of any other type
    • Available on Business and Enterprise

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

Which should you pick?

Choose Equals if

  • You need connected sheets.
  • You work on Web, API.
  • You also want real spreadsheet mechanics.
Equals review

Choose GoodData if

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

Questions people ask

Is Equals or GoodData better?
Neither clearly leads. Equals starts at $24000/year and GoodData at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Equals or GoodData?
Equals starts at $24000/year and GoodData at On request.
Does Equals or GoodData run on more platforms?
Equals runs on Web, API. GoodData runs on Web, Cloud AWS, Cloud Azure.
What is Equals best used for?
Equals is most often used for a revenue operations team that wants software metrics computed in a spreadsheet rather than defined in a bi semantic layer, analysts who need a sql result and manual assumptions in the same file, with the assumptions visible as cells, joining stripe, salesforce and a production database without building a warehouse and pipeline first, distributing a recurring numbers pack to slack, email or a wall display without rebuilding it as a dashboard. Of those, a revenue operations team that wants software metrics computed in a spreadsheet rather than defined in a bi semantic layer and analysts who need a sql result and manual assumptions in the same file, with the assumptions visible as cells are not what GoodData is typically brought in for.
What can Equals do that GoodData cannot?
Equals covers Connected sheets, Real spreadsheet mechanics, Cell references into SQL, Equals Warehouse. GoodData covers Headless BI, Semantic Layer, Embedded Analytics, Multi-tenancy.

Answered from the vendors’ own pages

Equals: Is it a real spreadsheet or a modelling tool with a grid?

A real spreadsheet. A1 references, absolute reference locking, pivot tables and spilling array formulas all work, and SQL results land in ranges that ordinary cells reference.

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
Equals: What does it actually cost?

24,000 USD a year for Essential, 36,000 for Business and 60,000 for Enterprise, billed annually. There is no monthly option and no self-serve signup; the trial is negotiated per customer.

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
Equals: Are seats charged?

No. Viewers and editors are unlimited on every plan. The meters are connector count, refresh frequency and AI spend, with additional connectors at 199 or 699 USD a month.

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
Equals: Does my data stay in my own warehouse?

No. Connecting more than one source syncs data into a Snowflake warehouse that Equals runs, and non-SQL sources pass through Fivetran. There is no documented self-hosted option.

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