vioscale
Comparison

Cube vs Sigma Computing

On the evidence we track, Cube leads this comparison with a composite score of 74/100. 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 formatsJSONMarkdownGraphQLor send Accept: application/json
★Cube74
Sigma Computing58
Score
Vioscale score
Cube74 / 100medium · 73%
Sigma Computing58 / 100low · 34%
Pricing
Free tier
Cube✓
Sigma Computing–
Model
Cubefreemium
Sigma Computingcommercial
Price level
Cubemid
Sigma Computing–
Transparent
Cube✓
Sigma Computing–
Integrations
Count
Cube9
Sigma Computing4
Security
Disclosure policy
Cube–
Sigma Computing✓
Gdpr
Cube✓
Sigma Computing✓
Hipaa
Cube✓
Sigma Computing✓
Iso27001
Cube–
Sigma Computing✓
Soc2
Cube✓
Sigma Computing✓
Reliability
Sla pct
Cube99.95
Sigma Computing–
Status page
Cube✓
Sigma Computing✓
Market
Availability

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

AI-native analytics platform combining business intelligence and embedded analytics. Grounds all answers in a governed semantic model to ensure consistency and reliability across chat, workbooks, dashboards, and AI agents.

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 $40/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
    • Production deployment compute
    • +3 more
  • Premium$80/developer/month
    • Everything in Starter
    • Explorer and Viewer roles
    • Embedded dashboards
    • Embedded analytics chat
    • Unlimited queries
    • +4 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✓
Deployment
Cloud / SaaS
Cube✓
Sigma Computing✓
Self-hosted
Cube✓
Sigma Computing✗
Hybrid
Cube✓
Sigma Computing✗

Integrations

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

Cube

Leader
9 total
  • Notion
  • Linear
  • Sentry
  • Attio
  • Google Sheets
  • Excel
  • dbt
  • Okta
  • Power BI
Independently observed

Sigma Computing

4 total
  • AWS
  • Amazon Redshift
  • Snowflake
  • AWS Marketplace
Independently observed

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