Softwr

Business Intelligence · head to head

GoodData vs Refact

GoodData logo

GoodData

Business Intelligence

Analytics platform for data products

From
On request
Free plan
No
Visit GoodDataFull review
Refact logo

Refact

Developer Tools

Autonomous AI coding agent for development tasks

From
Free
Free plan
Yes
Visit RefactFull review

The short version

  • GoodData is an analytics platform; Refact is an autonomous AI coding agent.
  • Refact starts at $10/mo; GoodData prices on request.
  • Only GoodData lists headless BI; only Refact lists autonomous agent workflows.
  • Where GoodData falls short: pricing scales per workspace as customer base grows, increasing costs with scale.
  • Where Refact falls short: requires configuration for optimal performance.
  • Prices and features on this page were last checked on 30 August 2026.

Where they differ

Only the attributes on which GoodData and Refact actually diverge.

Attributes where GoodData and Refact differ
AttributeGoodDataRefact
Starting priceOn requestFree
Free tierNoYes
PlatformsWebVS Code, Web
CategoryBusiness IntelligenceDeveloper Tools
Founded20072023

Not yet recorded: pricing model for GoodData.

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 Refact

  • Autonomous agent workflows
  • IDE chat
  • Real-time code completions
  • GitHub integration
  • Database integration
  • On-premise deployment
  • Multi-LLM support
  • 25+ language support

What people use each for

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

GoodData

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

Refact

  • Autonomous code generation for development tasksnot GoodData
  • End-to-end bug fixes and refactoringnot GoodData
  • Multi-language software development accelerationnot GoodData
  • Enterprise development with data privacy requirementsnot 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

Refact

  • Requires configuration for optimal performance
  • On-premise deployment adds operational complexity
  • Free tier limited by daily agent request quota
  • Coin system adds complexity to cost calculation

Pricing, plan by plan

GoodData

On request
  • ProfessionalOn request
    • Core BI and analytics
    • Full embedding with whitelabeling
    • Multi-tenancy support
  • EnterpriseOn request
    • All Professional features
    • Custom agents and Agent Builder
    • 99.5% guaranteed uptime SLA

Refact

Free
  • FreeFree
    • Limited daily agent usage
    • Unlimited completions
    • 2,000 coins for agent and chat
  • Pro$10/mo
    • 40 daily agent requests
    • 64k context window
    • 10,000 coins monthly
  • EnterpriseOn request
    • On-premise deployment
    • Custom coin allocation
    • Fine-tuning support

Which should you pick?

Choose GoodData if

  • You need headless bi.
  • You also want semantic layer.
GoodData review

Choose Refact if

  • You need autonomous agent workflows.
  • You want to start without paying.
  • You work on VS Code, Web.
  • You also want ide chat.
Refact review

Questions people ask

Is GoodData or Refact better?
Neither clearly leads. GoodData starts at On request and Refact at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, GoodData or Refact?
Refact has a free tier; the other does not. Paid plans start at On request for GoodData and Free for Refact.
Does GoodData or Refact run on more platforms?
GoodData runs on Web. Refact runs on VS Code, Web.
Can I use Refact for free?
Yes. Refact 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 Refact is typically brought in for.
What can GoodData do that Refact cannot?
GoodData covers Headless BI, Semantic Layer, Embedded Analytics, Multi-tenancy. Refact covers Autonomous agent workflows, IDE chat, Real-time code completions, GitHub integration.

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
Refact: How many programming languages does Refact support?

Refact supports 25+ programming languages including Python, JavaScript, Go, Rust, Java, C++, and many others.

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
Refact: Can I deploy Refact on-premises?

Yes. Refact offers on-premise deployment options for organizations requiring complete data control and privacy.

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
Refact: What LLMs does Refact support?

Refact works with multiple LLMs including Claude, GPT-4, and open-source models, giving you flexibility in model selection.

Source
Share

Related pages

More on GoodData

More on Refact

Keep looking

Other head to heads