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Business Intelligence · head to head

GoodData vs Khoros

GoodData logo

GoodData

Business Intelligence

Analytics platform for data products

From
On request
Rated
-
Full reviewWebsite
Khoros logo

Khoros

Social Media

Enterprise social media management and branded community platform, now owned by IgniteTech

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; Khoros igniteTech, part of ESW Capital, acquired Khoros in May 2025 and around 116 staff were made redundant within weeks, and ESW has a documented pattern of running acquired software on minimal cost bases, so support responsiveness and roadmap delivery are legitimate contract-negotiation issues rather than theoretical risks.
  • They diverge on capability: GoodData covers Headless BI, Khoros covers Branded communities.
  • Prices and features above were last checked on 31 August 2026.

Where they differ

Only the attributes on which GoodData and Khoros actually diverge.

Attributes where GoodData and Khoros differ
AttributeGoodDataKhoros
Pricing modelUnknownquote
PlatformsWeb, Cloud AWS, Cloud AzureWeb, iOS, Android, API
CategoryBusiness IntelligenceSocial Media
Founded2007Unknown

Identical on both: starting price (On request), 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 GoodData

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

Only in Khoros

  • Branded communities
  • Community gamification
  • Social publishing
  • Social customer care
  • Moderation tooling
  • Listening and analytics
  • Aurora and Iris AI
  • Knowledge deflection

What people use each for

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

GoodData

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

Khoros

  • A telecommunications operator that wants a public support community whose accepted answers measurably deflect contact centre volumenot GoodData
  • A consumer brand consolidating a dozen regional social accounts under one publishing approval workflow with regional role permissionsnot GoodData
  • A games publisher running player forums where moderation load and volunteer moderator tooling matter more than publishing featuresnot GoodData
  • A bank that needs social service messages tracked against the same SLA framework as its email and chat queuesnot 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

Khoros

  • IgniteTech, part of ESW Capital, acquired Khoros in May 2025 and around 116 staff were made redundant within weeks, and ESW has a documented pattern of running acquired software on minimal cost bases, so support responsiveness and roadmap delivery are legitimate contract-negotiation issues rather than theoretical risks.
  • Community migration is genuinely hard: moving years of threads, accepted solutions, member reputation and SEO-bearing URLs off Khoros later is a project measured in quarters, which makes the switching cost far higher than the annual licence suggests.
  • Pricing is not published and the platform is sold on annual enterprise contracts with substantial implementation and design services, so the first-year cost is materially higher than the recurring licence and hard to benchmark.
  • The publishing and listening side inherited from Spredfast has been outpaced by dedicated social suites, so social-first teams frequently find themselves keeping a second tool for scheduling and analytics and paying for overlapping capability.
  • The product is the result of merging two large codebases and has now changed private-equity owner twice, and reviewers consistently report that community administration and social management still feel like separate systems sharing a login rather than one product.
  • Khoros Community Classic is being sunset in favour of the new Aurora AI community platform, so existing customers face a forced migration of an already hard-to-move asset, on the acquirer timetable rather than their own.

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

Khoros

On request
  • Khoros$undefined/year
    • Branded communities
    • Social publishing and governance
    • Social customer care queue

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 Khoros if

  • You need branded communities.
  • You work on Web, iOS, Android, API.
  • You also want community gamification.
Khoros review

Questions people ask

Is GoodData or Khoros better?
Neither clearly leads. GoodData starts at On request and Khoros at On request, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, GoodData or Khoros?
GoodData starts at On request and Khoros at On request.
Does GoodData or Khoros run on more platforms?
GoodData runs on Web, Cloud AWS, Cloud Azure. Khoros runs on Web, iOS, Android, API.
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 Khoros is typically brought in for.
What can GoodData do that Khoros cannot?
GoodData covers Headless BI, Semantic Layer, Embedded Analytics, Multi-tenancy. Khoros covers Branded communities, Community gamification, Social publishing, Social customer care.

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
Khoros: Who owns Khoros now?

IgniteTech, an ESW Capital company, acquired Khoros on 27 May 2025. Vista Equity Partners, which created Khoros by merging Lithium and Spredfast, is no longer the owner.

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
Khoros: Why does the website say khoros.ai?

The company moved its corporate domain from khoros.com to khoros.ai as part of an AI-first relaunch under IgniteTech, centred on its Aurora and Iris AI capabilities.

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
Khoros: Is pricing published?

No. Khoros quotes privately on annual enterprise contracts, and implementation services are a significant separate cost.

Khoros: Should the ownership change affect my decision?

It should affect your contract. Ask for written roadmap commitments, named support staffing and exit or data-export terms before signing a multi-year community deal.

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