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Business Intelligence · head to head

Chartio vs Refact

Chartio logo

Chartio

Business Intelligence

Cloud-based data exploration (discontinued)

From
On request
Free plan
No
Visit ChartioFull 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.
  • Chartio is free; Refact starts at $10/mo.
  • Only Chartio lists visual Query Builder; only Refact lists autonomous agent workflows.
  • Where Chartio falls short: product was discontinued and sunset on March 1, 2022 after company acquisition by Atlassian.
  • Where Refact falls short: requires configuration for optimal performance.
  • Prices and features on this page were last checked on 13 November 2026.

Where they differ

Only the attributes on which Chartio and Refact actually diverge.

Attributes where Chartio and Refact differ
AttributeChartioRefact
Starting priceOn requestFree
Free tierNoYes
PlatformsWebVS Code, Web
CategoryBusiness IntelligenceDeveloper Tools
Founded20102023

Not yet recorded: pricing model for Chartio.

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 Chartio

  • Visual Query Builder
  • Interactive Dashboards
  • Data Blending
  • Collaboration
  • Embedding
  • PostgreSQL
  • MySQL
  • 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.

Chartio

  • Drag and drop chart building over SQL databasesnot Refact
  • Shared business dashboards for non-technical teamsnot Refact
  • Exploring warehouse data without writing SQLnot Refact

Refact

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

Where each one falls short

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

Chartio

  • Product was discontinued and sunset on March 1, 2022 after company acquisition by Atlassian
  • No current pricing available as service no longer operates
  • Users were migrated to alternative Atlassian solutions

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

Chartio

On request
  • DiscontinuedFree
    • Service ended March 2022

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 Chartio if

  • You need visual query builder.
  • You also want interactive dashboards.
Chartio 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 Chartio or Refact better?
Neither clearly leads. Chartio 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, Chartio or Refact?
Refact has a free tier; the other does not. Paid plans start at On request for Chartio and Free for Refact.
Does Chartio or Refact run on more platforms?
Chartio 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. Chartio starts at On request.
What is Chartio best used for?
Chartio is most often used for drag and drop chart building over sql databases, shared business dashboards for non-technical teams, exploring warehouse data without writing sql. Of those, drag and drop chart building over sql databases and shared business dashboards for non-technical teams are not what Refact is typically brought in for.
What can Chartio do that Refact cannot?
Chartio covers Visual Query Builder, Interactive Dashboards, Data Blending, Collaboration. Refact covers Autonomous agent workflows, IDE chat, Real-time code completions, GitHub integration.

Answered from the vendors’ own pages

Chartio: Is Chartio still available?

No, Chartio was discontinued on March 1, 2022. The product was acquired by Atlassian and the service was shut down. Users were offered migration to alternative solutions.

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
Chartio: What should I use instead of Chartio after its discontinuation?

Atlassian, which acquired Chartio, recommends users migrate to other data visualization and business intelligence tools within the Atlassian ecosystem or compatible alternatives.

Source
Refact: Can I deploy Refact on-premises?

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

Source
Chartio: Can I still access Chartio's pricing information?

No, historical pricing is not relevant as Chartio ceased operations in March 2022. Any archived pricing information would not reflect current market options.

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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