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Business Intelligence · head to head

Cube vs Helix

Cube logo

Cube

Business Intelligence

AI-native analytics platform with semantic layer and governed access

From
Free
Free plan
Yes
Helix logo

Helix

Developer Tools

Post-modern modal text editor for the terminal, written in Rust

From
Free
Free plan
Yes

The short version

  • Helix is an open-source, terminal-based modal text editor.
  • Helix is free; Cube starts at $40/mo.
  • Only Cube lists analytics Chat; only Helix lists multiple Selections.
  • Where Cube falls short: per-developer licensing can be expensive for large analytics teams.
  • Where Helix falls short: no official GUI application yet, so it requires comfort with terminal workflows.
  • Prices and features on this page were last checked on 29 August 2026.

Where they differ

Only the attributes on which Cube and Helix actually diverge.

Attributes where Cube and Helix differ
AttributeCubeHelix
Pricing modelPer-developer seats with volume pricingOpen-source
PlatformsWeb, Self-hostedLinux, macOS, Windows
CategoryBusiness IntelligenceDeveloper Tools

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 Cube

  • Analytics Chat
  • Workbooks
  • Dashboards
  • Embedded Analytics
  • AI Integrations
  • Core Data APIs
  • Caching and pre-aggregations

Only in Helix

  • Multiple Selections
  • Tree-sitter Syntax Trees
  • Built-in LSP Support
  • Fuzzy File Finder
  • Project-wide Search

What people use each for

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

Cube

  • Building governed semantic data models for analyticsnot Helix
  • Embedding analytics into customer-facing productsnot Helix
  • Enabling natural language data queries for teamsnot Helix
  • Creating conversational dashboards with AI assistancenot Helix

Helix

  • Editing code over SSH or in tmux sessionsnot Cube
  • Working with syntax-aware selection and navigationnot Cube
  • Getting IDE-like completion and diagnostics without plugin setupnot Cube
  • Lightweight, low-resource code editing on laptopsnot Cube

Where each one falls short

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

Cube

  • Per-developer licensing can be expensive for large analytics teams
  • Additional cost for Explorer and Viewer roles beyond developers
  • Semantic layer approach requires upfront modeling investment
  • Smaller connector ecosystem than dedicated BI platforms
  • May be overengineered for simple reporting needs

Helix

  • No official GUI application yet, so it requires comfort with terminal workflows
  • Plugin ecosystem is far smaller than Vim's or Neovim's, limiting customization
  • Keybindings differ from both Vim and Kakoune, adding a learning curve for users of either
  • Configuration is more limited than Neovim's Lua-based extensibility

Pricing, plan by plan

Cube

Free
  • FreeFree
    • For hobbyists and personal projects
    • Basic data source connection
    • Semantic modeling
  • Starter$40
    • Extended agent limits
    • Premium LLMs
    • Unlimited workbooks
  • Premium$80
    • All Starter features
    • Embedded dashboards
    • Embedded analytics chat
  • EnterpriseOn request
    • 99.990% uptime SLA
    • Dedicated single-tenant installation
    • Bring Your Own Cloud

Helix

Free
  • FreeFree
    • Full editor, no paid tiers

Which should you pick?

Choose Cube if

  • You need analytics chat.
  • You want to start without paying.
  • You work on Web, Self-hosted.
  • You also want workbooks.

Choose Helix if

  • You need multiple selections.
  • You want to start without paying.
  • You work on Linux, macOS, Windows.
  • You also want tree-sitter syntax trees.

Questions people ask

Is Cube or Helix better?
Neither clearly leads. Cube starts at Free and Helix at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.
Which is cheaper, Cube or Helix?
Cube starts at Free and Helix at Free.
Does Cube or Helix run on more platforms?
Cube runs on Web, Self-hosted. Helix runs on Linux, macOS, Windows.
Can I use Cube for free?
Both have a free tier, so you can try either at no cost before committing.
What is Cube best used for?
Cube is most often used for building governed semantic data models for analytics, embedding analytics into customer-facing products, enabling natural language data queries for teams, creating conversational dashboards with ai assistance. Of those, building governed semantic data models for analytics and embedding analytics into customer-facing products are not what Helix is typically brought in for.
What can Cube do that Helix cannot?
Cube covers Analytics Chat, Workbooks, Dashboards, Embedded Analytics. Helix covers Multiple Selections, Tree-sitter Syntax Trees, Built-in LSP Support, Fuzzy File Finder.

Answered from the vendors’ own pages

Cube: What is the cost per developer on Cube?

Starter plan costs $40/developer/month. Premium adds embedded analytics at $80/developer/month. Explorer and Viewer roles cost $40 and $20/month respectively.

Source
Helix: Is Helix free to use?

Yes, Helix is free and open source, licensed under the Mozilla Public License 2.0 (MPL-2.0), with no paid tiers or subscriptions.

Source
Cube: What uptime SLAs does Cube offer?

Premium plan offers 99.950% uptime SLA. Enterprise plan provides 99.990% uptime SLA with dedicated support.

Source
Helix: How do I install Helix?

Install via your operating system's package manager, or download pre-built binaries from GitHub Releases; the nightly version requires building from source.

Source
Cube: Can I use Cube for free?

Yes, the Free plan includes basic data source connection, semantic modeling, workbooks, and dashboards for hobbyists and personal projects.

Source
Helix: Does Helix support plugins?

Not yet. Helix currently has no plugin system, though the project intends to add one eventually; it instead ships with built-in LSP and tree-sitter support out of the box.

Source
Helix: How do I configure Helix?

Helix ships with sane modern defaults requiring much less config-file fiddling than Vim, though settings can still be customized in a config.toml file.

Source
Helix: Where can I get help or support?

Support is community-driven via GitHub for code and issues, the Matrix chat for discussion, and OpenCollective for funding ongoing development.

Source
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