vioscale
Comparison

Looker vs Sigma Computing

No leader: the top candidate Sigma Computing has only 0.34 confidence (low), below the 0.35 needed to declare a winner. The attribute-by-attribute breakdown below, with a source and date on every value, is the honest way to compare them.

Looker full profile →Sigma Computing full profile →
Machine formatsJSONMarkdownGraphQLor send Accept: application/json
Looker47
Sigma Computing58
Score
Vioscale score
Looker47 / 100medium · 56%updating
Sigma Computing58 / 100low · 34%updating
Pricing
Free tier
Looker✗
Sigma Computing–
Model
Lookercommercial
Sigma Computingcommercial
Transparent
Looker✗
Sigma Computing–
Integrations
Count
Looker1
Sigma Computing4
Security
Disclosure policy
Looker–
Sigma Computing✓
Gdpr
Looker✓
Sigma Computing✓
Hipaa
Looker–
Sigma Computing✓
Iso27001
Looker✓
Sigma Computing✓
Soc2
Looker✓
Sigma Computing✓
Reliability
Sla pct
Looker99.9
Sigma Computing–
Status page
Looker✓
Sigma Computing✓
Adoption
Stackoverflow questions
Looker2,000
Sigma Computing–
Release
Cadence days
Looker30
Sigma Computing–
Market
Availability
Content
Faq
Looker8 items
Sigma Computing–

Capabilities

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

Core
BI paradigm
LookerNLQ / search
Sigma ComputingNotebook
Semantic / modelling layer
LookerBuilt-in
Sigma Computing-
Engine
Warehouse-native (SQL push-down)
Looker✓
Sigma Computing✓
Deployment
Self-hostable / OSS core
Looker-
Sigma Computing✗
Managed cloud available
Looker✓
Sigma Computing✓
Intelligence
Natural-language query / AI copilot
Looker✓
Sigma Computing✓
Delivery
Embedded / white-label analytics
Looker✓
Sigma Computing✓
Scheduled reports / alerting
Looker✓
Sigma Computing✗
Governance
Row-level security & SSO/SAML
Looker-
Sigma Computing✓
Commercial
Per-seat pricing published
Looker✗
Sigma Computing✗
Free tier / free desktop
Looker✓
Sigma Computing✗
Ecosystem
dbt-native integration
Looker-
Sigma Computing✗
Data-source connector breadth
LookerCloud data warehouses (Snowflake confirmed), OAuth-authenticated data sources
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.

Looker

Looker transforms static dashboards into governed, agentic analytics experiences. It combines natural language interactions powered by Gemini with a semantic layer to enable organizations to explore data conversationally and automate business decisions through 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

Platform & deployment

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

Platforms
Web
Looker✓
Sigma Computing✓
Deployment
Cloud / SaaS
Looker✓
Sigma Computing✓

Integrations

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

In common (1)
  • Snowflake

Looker

1 total - 0 not shared
  • Snowflake
Independently observed

Sigma Computing

4 total - 3 not shared
  • AWS
  • Amazon Redshift
  • AWS Marketplace
Independently observed

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