vioscaleAI
Comparison

Cube vs Sigma Computing

On the evidence we track, Cube leads this comparison with a composite score of 75/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Cube full profile →Sigma Computing full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
★Cube75
Sigma Computing58
Score
vioscaleAI score
Cube75 / 100medium · 73%
Sigma Computing58 / 100low · 33%
Pricing
Free tier
Cube✓
Sigma Computing–
Model
Cubefreemium
Sigma Computingcommercial
Price level
Cubemid
Sigma Computing–
Starting price
Cube$20
Sigma Computing–
Transparent
Cube✓
Sigma Computing–
Integrations
Count
Cube16
Sigma Computing7
Security
Disclosure policy
Cube–
Sigma Computing✓
Gdpr
Cube✓
Sigma Computing✓
Hipaa
Cube✓
Sigma Computing✓
Iso27001
Cube–
Sigma Computing✓
Soc2
Cube✓
Sigma Computing✓
Trust center
Reliability
Sla pct
Cube99.95
Sigma Computing–
Status page
Cube✓
Sigma Computing✓
Market
Availability
Content
Faq
Cube7 items
Sigma Computing6 items

Capabilities

Feature-by-feature on the axes that matter for bi software. “-” means undocumented, not absent.

Core
BI paradigm
CubeSemantic layer
Sigma ComputingNotebook
Semantic / modelling layer
CubeBuilt-in
Sigma Computing-
Engine
Warehouse-native (SQL push-down)
Cube✓
Sigma Computing✓
Deployment
Self-hostable / OSS core
Cube✓
Sigma Computing✗
Managed cloud available
Cube✓
Sigma Computing✓
Intelligence
Natural-language query / AI copilot
Cube✓
Sigma Computing✓
Delivery
Embedded / white-label analytics
Cube✓
Sigma Computing✓
Scheduled reports / alerting
Cube✓
Sigma Computing✗
Governance
Row-level security & SSO/SAML
Cube✓
Sigma Computing✓
Commercial
Per-seat pricing published
Cube✓
Sigma Computing✗
Free tier / free desktop
Cube✓
Sigma Computing✗
Ecosystem
dbt-native integration
Cube✓
Sigma Computing✗
Data-source connector breadth
Cube50+ data sources plus MCP connectors
Sigma ComputingCloud data warehouses (AWS Redshift, Snowflake) with external system integration

What each one is

The product in its own terms, so the numbers below have context.

Cube

Leader

A modern analytics platform that combines a semantic layer with dashboard, workbook, and conversational AI interfaces to serve teams and autonomous agents. Users query data through dashboards, natural language chat, or APIs, while the semantic layer ensures consistent metric definitions and business logic across all tools and workflows.

Independently observed

Sigma Computing

A cloud-native platform that enables teams to build analytics applications, interactive dashboards, and AI agents directly on data warehouse data, with built-in governance, audit trails, and warehouse-native execution.

Independently observed

Pricing

List pricing as published by each vendor, with the date we read it. Always verify at the source before you buy.

Cube

Leader
from $20/explorer/moSubscriptionFree tier

From $40/developer/month; free tier available

  • FreeFree
    • Connect any data source
    • Model in semantic layer IDE
    • Explore data in workbooks
    • Publish workbooks as dashboards
    • Semantic model agent
    • +2 more
  • Starter$40/developer/month
    • Everything in Free
    • Extended limits on agents
    • Use premium LLMs
    • Unlimited workbooks
    • Extended query limit
    • +6 more
  • Premium$80/developer/month + $20/explorer/month
    • Everything in Starter
    • Explorer role
    • Viewer role
    • Embedded dashboards
    • Embedded analytics chat
    • +7 more
  • EnterpriseContact sales
    • Everything in Premium
    • 99.990% Uptime SLA
    • Dedicated single-tenant installation
    • Bring Your Own Cloud (BYOC)
    • Bring Your Own LLM (BYOLLM)
    • +3 more
as of verify ↗

Sigma Computing

Pricing not documented yet.

Platform & deployment

Where each product runs and how it can be hosted. A dash means undocumented, not unsupported.

Platforms
Web
Cube✓
Sigma Computing✓
CLI
Cube✓
Sigma Computing✗
Deployment
Cloud / SaaS
Cube✓
Sigma Computing✓
Self-hosted
Cube✓
Sigma Computing✗

Integrations

What each product connects to. Counts come from the vendor's own integration directory where one exists.

In common (4)
  • Slack
  • Snowflake
  • Databricks
  • ClickHouse

Cube

Leader
21 total - 17 not shared
  • Notion
  • Linear
  • Sentry
  • Attio
  • Google Sheets
  • Excel
  • dbt
  • Okta
  • Power BI
  • Claude
  • ChatGPT
  • Cursor
  • BigQuery
  • Presto
  • Amazon Athena
  • Postgres
  • Tableau
Independently observed

Sigma Computing

14 total - 10 not shared
  • AWS
  • Amazon Redshift
  • AWS Marketplace
  • Glean
  • Jira
  • Anthropic
  • ChatGPT Work
  • Codex
  • PowerPoint
  • Google Cloud
Independently observed
Still deciding?

Cube or Sigma Computing: which one depends on you

A composite score cannot know your constraints. Describe them and both get re-weighted against what you actually need, with the evidence behind every position.

Free to run, no account needed to start. How the evaluation works

Comparison generated from independently-sourced facts. Every value links to its source and retrieval date. See the method.