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GoodData vs Looker

GoodData logo

GoodData

Software

Analytics platform for data products

From
On request
Rated
-
Full reviewWebsite
Looker logo

Looker

Software

Modern business intelligence platform by Google

From
On request
Rated
-
Full reviewWebsite

The short version

  • Each has a real cost: GoodData pricing scales per workspace as customer base grows, increasing costs with scale; Looker requires annual commitment with no month-to-month billing option
  • They diverge on capability: GoodData covers Headless BI, Looker covers LookML Data Modeling.

Where they differ

Only the attributes on which GoodData and Looker actually diverge.

Attributes where GoodData and Looker differ
AttributeGoodDataLooker
PlatformsWeb, Cloud AWS, Cloud AzureWeb, Cloud (Google Cloud Platform)
Founded20072008

Identical on both: starting price (On request), pricing model (Unknown), free tier (No), user rating (Not yet rated), category (Unknown).

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
  • White-labeling
  • Databricks
  • Vertica
  • Embedded support

Only in Looker

  • LookML Data Modeling
  • API Access
  • Version Control
  • Data Actions
  • MySQL
  • Salesforce
  • Mobile support

Both cover

  • Embedded Analytics
  • Snowflake
  • BigQuery
  • Redshift
  • PostgreSQL
  • Web support
  • Api support

What people use each for

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

GoodData

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

Looker

  • Business intelligence and interactive dashboards for data-driven decision makingnot GoodData
  • Embedded analytics for integrating BI capabilities into third-party applicationsnot 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

Looker

  • Requires annual commitment with no month-to-month billing option
  • Conversational analytics will incur token overage charges ($3.00 per 1M input tokens, $20.00 per 1M output tokens) after October 1, 2026

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

Looker

On request

No published plan breakdown. See the Looker review.

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 Looker if

  • You need lookml data modeling.
  • You work on Web, Cloud (Google Cloud Platform).
  • You also want api access.
Looker review

Questions people ask

Is GoodData or Looker better?
Neither clearly leads. GoodData starts at On request and Looker at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, GoodData or Looker?
GoodData starts at On request and Looker at On request.
Does GoodData or Looker run on more platforms?
GoodData runs on Web, Cloud AWS, Cloud Azure. Looker runs on Web, Cloud (Google Cloud Platform).
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 Looker is typically brought in for.
What can GoodData do that Looker cannot?
GoodData covers Headless BI, Semantic Layer, Multi-tenancy, White-labeling. Looker covers LookML Data Modeling, API Access, Version Control, Data Actions. Both handle Embedded Analytics, Snowflake, BigQuery, Redshift.

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
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
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
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