vioscaleAI
Comparison

Rill vs Sigma Computing

On the evidence we track, Rill leads this comparison with a composite score of 64/100. Scores are only directly comparable because these tools share a category; the full breakdown and every source is below.

Rill full profile →Sigma Computing full profile →
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★Rill64
Sigma Computing58
Score
vioscaleAI score
Rill64 / 100high · 75%
Sigma Computing58 / 100low · 33%
Pricing
Free tier
Rill✓
Sigma Computing–
Model
Rillfreemium
Sigma Computingcommercial
Price level
Rilllow
Sigma Computing–
Transparent
Rill✓
Sigma Computing–
Integrations
Count
Rill20
Sigma Computing7
Security
Disclosure policy
Rill–
Sigma Computing✓
Gdpr
Rill–
Sigma Computing✓
Hipaa
Rill–
Sigma Computing✓
Iso27001
Rill–
Sigma Computing✓
Soc2
Rill✓
Sigma Computing✓
Trust center
Vulnerabilities
Reliability
Status page
Rill✓
Sigma Computing✓
Adoption
Dependent repos
Rill0
Sigma Computing–
Github stars
Rill2,941
Sigma Computing–
Activity
Commits last 30d
Rill100
Sigma Computing–
Release
Cadence days
Rill4
Sigma Computing–
History
Rill20 items
Sigma Computing–
License
Spdx
RillApache-2.0
Sigma Computing–
Language
Primary
RillGo
Sigma Computing–
Market
Availability
Content
Faq
Rill8 items
Sigma Computing6 items

Capabilities

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

Core
BI paradigm
RillSemantic layer
Sigma ComputingNotebook
Semantic / modelling layer
RillBuilt-in
Sigma Computing-
Engine
Warehouse-native (SQL push-down)
Rill✓
Sigma Computing✓
Deployment
Self-hostable / OSS core
Rill✓
Sigma Computing✗
Managed cloud available
Rill✓
Sigma Computing✓
Intelligence
Natural-language query / AI copilot
Rill✓
Sigma Computing✓
Delivery
Embedded / white-label analytics
Rill✓
Sigma Computing✓
Scheduled reports / alerting
Rill✓
Sigma Computing✗
Governance
Row-level security & SSO/SAML
Rill✓
Sigma Computing✓
Commercial
Per-seat pricing published
Rill✓
Sigma Computing✗
Free tier / free desktop
Rill✓
Sigma Computing✗
Ecosystem
dbt-native integration
Rill-
Sigma Computing✗
Data-source connector breadth
RillSQL databases, S3, Google Cloud Storage, and 20+ 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.

Rill

Leader

A business intelligence tool designed for both AI agents and human users, built on OLAP engines like ClickHouse and DuckDB. It uses code-driven configuration (YAML and SQL), provides a semantic layer for consistent metric definitions, supports conversational queries in natural language, and includes interactive dashboards with row-level access control.

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.

Rill

Leader
from $0.10/moHybridFree tier

From $20/seat/month. Free tier with $250 credit. Hybrid seat + usage-based pricing

  • Starter$20/seat/month + $0.15/compute unit-hour
    • Platform access
    • Unlimited dashboards, reports, alerts
    • Embedded analytics (previews only)
    • Agentic analytics (1M tokens/seat/month)
    • API access (2,500 calls/seat/month, $0.01/call overage)
    • +3 more
  • Growth$30/seat/month + $500/month embedded + $0.20/compute unit-hour
    • Platform access
    • Unlimited dashboards, reports, alerts
    • Embedded analytics ($500/month up to 100 active seats)
    • Agentic analytics (2M tokens/seat + 200k/embedded)
    • API access (5,000 calls/seat + 500/embedded, $0.01/call overage)
    • +6 more
  • EnterpriseContact sales
    • Platform access (unlimited seats)
    • Unlimited dashboards, reports, alerts
    • Embedded analytics (unlimited active seats)
    • Agentic analytics (custom quota)
    • API access (custom quota)
    • +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
Rill✓
Sigma Computing✓
CLI
Rill✓
Sigma Computing✗
Deployment
Cloud / SaaS
Rill✓
Sigma Computing✓
Self-hosted
Rill✓
Sigma Computing✗

Integrations

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

In common (1)
  • ClickHouse

Rill

Leader
16 total - 15 not shared
  • Claude Code
  • Cursor
  • ChatGPT
  • S3
  • Google Cloud Storage
  • ClickHouse Cloud
  • DuckDB
  • MotherDuck
  • Druid
  • Pinot
  • Google SSO
  • Microsoft SSO
  • Okta
  • SAML
  • GCS
Independently observed

Sigma Computing

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

Rill 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.