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Business Intelligence · head to head

Mode vs Refact

Mode logo

Mode

Business Intelligence

Collaborative analytics for data teams

From
Free
Free plan
Yes
Visit ModeFull review
Refact logo

Refact

Developer Tools

Autonomous AI coding agent for development tasks

From
Free
Free plan
Yes
Visit RefactFull review

The short version

  • Mode is a collaborative analytics platform; Refact is an autonomous AI coding agent.
  • Free plans on both; paid from $65/mo and $10/mo.
  • Only Mode lists SQL Editor; only Refact lists autonomous agent workflows.
  • Where Mode falls short: free tier limited to 4GB RAM and 1 CPU for SQL notebooks, insufficient for large datasets.
  • 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 Mode and Refact actually diverge.

Attributes where Mode and Refact differ
AttributeModeRefact
Pricing modelSubscriptionFreemium with paid tiers
PlatformsWebVS Code, Web
CategoryBusiness IntelligenceDeveloper Tools
Founded20132023

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 Mode

  • SQL Editor
  • Python/R Notebooks
  • Interactive Reports
  • Version Control
  • Scheduling
  • Snowflake
  • Redshift
  • BigQuery

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.

Mode

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

Refact

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

Where each one falls short

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

Mode

  • Free tier limited to 4GB RAM and 1 CPU for SQL notebooks, insufficient for large datasets
  • Requires SQL knowledge for most analysis tasks, creating dependency on technical resources
  • Paid plan pricing not publicly listed; requires sales consultation
  • Recently acquired by ThoughtSpot in 2026, creating product direction uncertainty
  • Limited customization options for visual aspects and embedded analytics

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

Mode

Free
  • FreeFree
    • SQL Editor
    • Python/R Notebooks
    • Basic Charts
  • Business$65/mo
    • Advanced Visualizations
    • Collaboration
    • Integrations

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 Mode if

  • You need sql editor.
  • You want to start without paying.
  • You also want python/r notebooks.
Mode 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 Mode or Refact better?
Neither clearly leads. Mode 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, Mode or Refact?
Mode starts at Free and Refact at Free.
Does Mode or Refact run on more platforms?
Mode runs on Web. Refact runs on VS Code, Web.
Can I use Mode for free?
Both have a free tier, so you can try either at no cost before committing.
What is Mode best used for?
Mode 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 Mode do that Refact cannot?
Mode covers SQL Editor, Python/R Notebooks, Interactive Reports, Version Control. Refact covers Autonomous agent workflows, IDE chat, Real-time code completions, GitHub integration.

Answered from the vendors’ own pages

Mode: What languages does Mode support for analysis?

Mode notebooks support SQL, Python (3.11 with pandas, NumPy, scikit-learn, matplotlib), and R (4.2.0 with ggplot2, dplyr, tidyr). Both Python and R allow additional library installation at runtime.

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
Mode: Can I integrate Mode notebook results into reports?

Yes. Mode allows adding notebook cell results directly to reports, with synchronized scheduling so reports re-run to keep data current.

Source
Refact: Can I deploy Refact on-premises?

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

Source
Mode: Does Mode support collaborative analysis?

Yes. Mode notebooks provide moveable code blocks and markdown cells enabling exploratory analysis and team collaboration on data queries and visualizations.

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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