Comparison

Looker vs Sigma Computing

No leader: the top candidate Sigma Computing has only 0.33 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.

Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Looker52
Sigma Computing58
Score
vioscaleAI score
Looker52 / 100medium · 53%
Sigma Computing58 / 100low · 33%
Pricing
Free tier
Looker✗
Sigma Computing–
Model
Sigma Computingcommercial
Transparent
Looker✗
Sigma Computing–
Integrations
Count
Looker6
Sigma Computing7
Security
Certifications
Sigma Computing–
Disclosure policy
Looker–
Sigma Computing✓
Gdpr
Looker✓
Sigma Computing✓
Hipaa
Looker–
Sigma Computing✓
Iso27001
Looker✓
Sigma Computing✓
Soc2
Looker✓
Sigma Computing✓
Trust center
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 Computing6 items

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

A business intelligence and analytics platform offering self-service dashboards, data exploration through LookML models, and embedded analytics capabilities with support for cloud and self-hosted deployment.

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✓
Self-hosted
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

10 total - 9 not shared
  • GitHub
  • GitLab
  • Bitbucket
  • BigQuery
  • Dataplex
  • Cloud Storage
  • GitHub Actions
  • GitLab CI
  • Bitbucket Pipelines
Independently observed

Sigma Computing

14 total - 13 not shared
  • AWS
  • Amazon Redshift
  • AWS Marketplace
  • Glean
  • Slack
  • Jira
  • Anthropic
  • ChatGPT Work
  • Codex
  • PowerPoint
  • Databricks
  • ClickHouse
  • Google Cloud
Independently observed
Still deciding?

Looker 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.