vioscaleAI
Comparison

Evidence 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.

Evidence full profile →Sigma Computing full profile →
Machine formatsMarkdownJSONGraphQLMarkdown is open. JSON and GraphQL need a free key.
Evidence50
Sigma Computing58
Score
vioscaleAI score
Evidence50 / 100high · 75%
Sigma Computing58 / 100low · 33%
Pricing
Free tier
Evidence✓
Sigma Computing–
Model
Evidenceopen_source
Sigma Computingcommercial
Price level
Evidencefree
Sigma Computing–
Starting price
Evidence$2,500
Sigma Computing–
Transparent
Evidence✓
Sigma Computing–
Integrations
Count
Evidence14
Sigma Computing7
Security
Certifications
EvidenceSOC 2
Sigma Computing–
Disclosure policy
Evidence✓
Sigma Computing✓
Gdpr
Evidence–
Sigma Computing✓
Hipaa
Evidence–
Sigma Computing✓
Iso27001
Evidence–
Sigma Computing✓
Soc2
Evidence✓
Sigma Computing✓
Trust center
Vulnerabilities
Reliability
Status page
Evidence–
Sigma Computing✓
Adoption
Dependent repos
Evidence0
Sigma Computing–
Github stars
Evidence7,023
Sigma Computing–
Activity
Commits last 30d
Evidence57
Sigma Computing–
Release
History
Evidence20 items
Sigma Computing–
License
Spdx
EvidenceMIT
Sigma Computing–
Language
Primary
EvidenceTypeScript
Sigma Computing–
Market
Availability
Content
Faq
Evidence7 items
Sigma Computing6 items

Capabilities

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

Core
BI paradigm
EvidenceGoverned dashboards
Sigma ComputingNotebook
Semantic / modelling layer
EvidenceBuilt-in
Sigma Computing-
Engine
Warehouse-native (SQL push-down)
Evidence✓
Sigma Computing✓
Deployment
Self-hostable / OSS core
Evidence✓
Sigma Computing✗
Managed cloud available
Evidence✓
Sigma Computing✓
Intelligence
Natural-language query / AI copilot
Evidence✓
Sigma Computing✓
Delivery
Embedded / white-label analytics
Evidence✓
Sigma Computing✓
Scheduled reports / alerting
Evidence✓
Sigma Computing✗
Governance
Row-level security & SSO/SAML
Evidence✓
Sigma Computing✓
Commercial
Per-seat pricing published
Evidence✓
Sigma Computing✗
Free tier / free desktop
Evidence✓
Sigma Computing✗
Ecosystem
dbt-native integration
Evidence✓
Sigma Computing✗
Data-source connector breadth
EvidenceMultiple data sources including BigQuery, Google Sheets, PostgreSQL, APIs
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.

Evidence

An open-source business intelligence platform that lets you build interactive data visualizations using SQL and markdown. Reports can be self-hosted or published on Evidence Studio's managed hosting service.

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.

Evidence

from $2500/moSubscriptionFree tier30-day trial

$2,500/month for Team plan with unlimited users, 20K AI credits, and optional add-on credits at $0.01 per credit. 30-day free trial. Custom enterprise plans available.

  • Team$2,500/month, flat rate for unlimited users and projects
    • Unlimited users
    • Unlimited projects
    • Analytics Agent
    • Slack bot and MCP support
    • Private Slack or Teams support
    • +10 more
  • CustomContact sales
    • Everything in Team plan
    • Row-level access rules
    • Embedding and white-labelling
    • Custom AI credit allocation
    • Bring your own AI keys
    • +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
Evidence✓
Sigma Computing✓
CLI
Evidence✓
Sigma Computing✗
Deployment
Cloud / SaaS
Evidence✓
Sigma Computing✓
Self-hosted
Evidence✓
Sigma Computing✗

Integrations

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

In common (3)
  • Slack
  • Snowflake
  • Databricks

Evidence

17 total - 14 not shared
  • BigQuery
  • Google Sheets
  • PostgreSQL
  • JavaScript APIs
  • ChatGPT
  • Claude Desktop
  • Microsoft Fabric
  • dbt
  • GitHub Enterprise
  • Datadog
  • Sentry
  • AWS Bedrock
  • Vertex AI
  • Azure AI Foundry
Independently observed

Sigma Computing

14 total - 11 not shared
  • AWS
  • Amazon Redshift
  • AWS Marketplace
  • Glean
  • Jira
  • Anthropic
  • ChatGPT Work
  • Codex
  • PowerPoint
  • ClickHouse
  • Google Cloud
Independently observed
Still deciding?

Evidence 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.