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Business Intelligence · head to head

Hex vs Refact

Hex logo

Hex

Business Intelligence

AI-powered analytics platform unifying notebooks, dashboards, and business intelligence

From
Free
Free plan
Yes
Visit HexFull review
Refact logo

Refact

Developer Tools

Autonomous AI coding agent for development tasks

From
Free
Free plan
Yes
Visit RefactFull review

The short version

  • Refact is an autonomous AI coding agent.
  • Free plans on both; paid from $36/mo and $10/mo.
  • Only Hex lists agentic notebooks; only Refact lists autonomous agent workflows.
  • Where Hex falls short: pricing based per-seat ($36-$75/editor/month) becomes expensive for large teams.
  • Where Refact falls short: requires configuration for optimal performance.
  • Prices and features on this page were last checked on 29 August 2026.

Where they differ

Only the attributes on which Hex and Refact actually diverge.

Attributes where Hex and Refact differ
AttributeHexRefact
Pricing modelSeat-based subscription with credit systemFreemium with paid tiers
PlatformsWeb, SlackVS Code, Web
CategoryBusiness IntelligenceDeveloper Tools
Founded20192023

Identical on both: starting price (Free), free tier (Yes).

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 Hex

  • Agentic notebooks
  • Conversational analytics
  • Data apps
  • Context Studio
  • Data warehouse integration
  • dbt integration
  • Version history
  • Scheduled automation

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.

Hex

  • Deep exploratory analysis by data teams on organizational datasetsnot Refact
  • Self-serve analytics for business users without SQL knowledgenot Refact
  • Executive dashboarding and reporting with real-time datanot Refact
  • Cross-functional data collaboration and insight sharingnot Refact
  • AI-assisted analysis reducing manual exploration timenot Refact

Refact

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

Where each one falls short

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

Hex

  • Pricing based per-seat ($36-$75/editor/month) becomes expensive for large teams
  • Free Community tier limited to small compute and trial AI features
  • Advanced compute adds per-hour fees ($0.32-$4.06/hour), requiring cost monitoring
  • Learning curve for users unfamiliar with SQL or Python notebooks
  • Enterprise features requiring custom quotes lack transparent pricing

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

Hex

Free
  • CommunityFree
    • Hex agent trial
    • Data source connections
    • All cell types
  • Professional$36/mo
    • Everything in Community
    • Full Hex agent access
    • Standard credits
  • Team$75/mo
    • Everything in Professional
    • Extended credits
    • Unlimited published apps
  • EnterpriseOn request
    • Everything in Team
    • Explorer seat add-ons
    • Audit logs

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 Hex if

  • You need agentic notebooks.
  • You want to start without paying.
  • You work on Web, Slack.
  • You also want conversational analytics.
Hex 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 Hex or Refact better?
Neither clearly leads. Hex starts at Free and Refact at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Hex or Refact?
Hex starts at Free and Refact at Free.
Does Hex or Refact run on more platforms?
Hex runs on Web, Slack. Refact runs on VS Code, Web.
Can I use Hex for free?
Both have a free tier, so you can try either at no cost before committing.
What is Hex best used for?
Hex is most often used for deep exploratory analysis by data teams on organizational datasets, self-serve analytics for business users without sql knowledge, executive dashboarding and reporting with real-time data, cross-functional data collaboration and insight sharing. Of those, deep exploratory analysis by data teams on organizational datasets and self-serve analytics for business users without sql knowledge are not what Refact is typically brought in for.
What can Hex do that Refact cannot?
Hex covers Agentic notebooks, Conversational analytics, Data apps, Context Studio. Refact covers Autonomous agent workflows, IDE chat, Real-time code completions, GitHub integration.

Answered from the vendors’ own pages

Hex: What is included in the free Community plan?

The Community plan ($0) includes Hex agent trial, data source connections, all cell types, and small compute sizing. It's suitable for prototyping and hobbyist projects.

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
Hex: How much do advanced compute resources cost?

Advanced compute is billed per minute and ranges from $0.32 to $4.06 per hour depending on resource tier. Monthly credit grants are included in paid plans.

Source
Refact: Can I deploy Refact on-premises?

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

Source
Hex: Can I share analytics with non-Hex users?

Yes. Published apps can be shared publicly. Embedded analytics are available on Enterprise plans for integrating Hex into other applications.

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
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