SigmavsUmami Analytics
Unbiased side-by-side comparison of verified reviews, user ratings, features, and pros/cons to help you decide which software fits your business needs.
Quick answer: Sigma vs Umami Analytics
In our 2026 comparison of Sigma and Umami Analytics, Umami Analytics comes out ahead overall (weighted score 88% vs 79% for Sigma). Sigma is rated 4.5/5 from 5 user reviews; Umami Analytics is rated 4.5/5 from 4 user reviews. Sigma has a free plan; Umami Analytics has a free plan.
Last updated
| At a glance | Sigma | Umami Analytics |
|---|---|---|
| Category | Business Intelligence (BI) & Analytics | Business Intelligence (BI) & Analytics |
| User rating | 4.5/5 (5 reviews) | 4.5/5 (4 reviews) |
| Starting price | Free plan | Free plan |
| Listed features | 14 | 41 |
| Platforms | Web | Not specified |
| Ease of use | 4.5/5 | 4.5/5 |
| Customer support | 4.9/5 | 5.0/5 |
Product Overview
What each platform does and who it's for
Primary Category
The main classification for each product
Editorial Quality Rating
Independent expert panel ratings and quality validations
Sigma
Expert Score
Umami Analytics
Expert Score
Platform Support
Supported platforms across each product
Sigma
Umami Analytics
Platform support not specified
No platform details listed for this software
Sentiment & Feedback
Real-world pros and cons from verified users
Sigma Feedback
User sentiment analysis
- The platform provides a familiar spreadsheet interface built on an AI-powered engine, enabling deep data exploration without requiring complex coding .
- It has introduced significant new AI features, including an AI Builder for creating applications using natural language and Ask Sigma Discover for data exploration and insight generation .
- It offers MCP (Model Context Protocol) extensibility, allowing customers to connect Sigma with their agentic AI tools for more sophisticated, autonomous workflows .
- Powerful features like Sigma Tenants (isolated workspaces for teams) and expanded DBT Core integrations are designed to improve governance for large organizations .
- Many of the significant new capabilities were recently introduced and are still on the product roadmap, meaning they may not be available for immediate use .
- Despite its strengths, its newer AI features are not considered groundbreaking in the current market, as similar capabilities are being offered by competitors like Tableau .
- It has a smaller historical user base and ecosystem compared to more established, market-dominating BI platforms.
Umami Analytics Feedback
User sentiment analysis
- Open‑source, privacy‑focused website analytics – does not use cookies or collect personal data, complying with GDPR/CCPA by default.
- Lightweight tracking script (< 2 KB) that does not slow down page loads, and self‑hosting is easy via Docker.
- Clean, real‑time dashboard with essential metrics (page views, bounce rate, referrers, geolocation) – no clutter.
- Supports multiple websites and teams with role‑based access; allows custom event tracking for clicks and form submissions.
- Completely free if self‑hosted; cloud version offers a generous free tier (10k events/month) with paid upgrades.
- Feature set is basic compared to Google Analytics – no funnel analysis, attribution models, or advanced segmentation.
- Data retention is limited – the default self‑hosted setup stores only raw data for a few months unless you configure external archiving.
- No built‑in integration with e‑commerce platforms for revenue tracking; requires custom code.
- Community support only; enterprise‑grade SLA and advanced support are not available even on paid cloud plans.
Feature Comparison
Detailed side-by-side capability checklist
Sigma
14/47 features
- Cross-device sync
- Custom event triggers
- Data Connectors & Integrations
- Embedded analytics
- Simple UI dashboard
- Lightweight
- Open-source
- Security
- Simple UI
- Team collaboration
- Ad-hoc Reporting
- Advanced reporting
- Analytics
- Analytics and Reporting
- Analytics dashboard
- Client reporting
- Compliance Reporting
- Comprehensive reporting
- Cross-Project Reporting
- Custom Dashboards
- Custom Reporting
- Data Visualization
- Detailed reporting
- ESG Reporting
- Financial Reporting
- Financial Reporting & Analytics
- HR Analytics & Reporting
- Interactive Dashboards
- Issue reporting
- KPI Tracking
- Monthly reporting
- Performance Reporting
- Powerful analytics and reporting
- Real-time business intelligence and reporting
- Real-time reporting
- Reporting
- Reporting & Analytics
- Reporting and Forecasting
- Robust reporting
- Transaction reporting
- Transparent reporting
- Web analytics
- Hosting
- Self-hosting support
- Governed data exploration
- Lightweight assets
- Enabling spreadsheet-style analysis
Umami Analytics
41/47 features
- Cross-device sync
- Custom event triggers
- Data Connectors & Integrations
- Embedded analytics
- Simple UI dashboard
- Lightweight
- Open-source
- Security
- Simple UI
- Team collaboration
- Ad-hoc Reporting
- Advanced reporting
- Analytics
- Analytics and Reporting
- Analytics dashboard
- Client reporting
- Compliance Reporting
- Comprehensive reporting
- Cross-Project Reporting
- Custom Dashboards
- Custom Reporting
- Data Visualization
- Detailed reporting
- ESG Reporting
- Financial Reporting
- Financial Reporting & Analytics
- HR Analytics & Reporting
- Interactive Dashboards
- Issue reporting
- KPI Tracking
- Monthly reporting
- Performance Reporting
- Powerful analytics and reporting
- Real-time business intelligence and reporting
- Real-time reporting
- Reporting
- Reporting & Analytics
- Reporting and Forecasting
- Robust reporting
- Transaction reporting
- Transparent reporting
- Web analytics
- Hosting
- Self-hosting support
- Governed data exploration
- Lightweight assets
- Enabling spreadsheet-style analysis
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Pricing & Plans
Compare plans, features, and starting points side-by-side
Sigma Pricing
SUBSCRIPTIONFree to use. No credit card required.
Umami Analytics Pricing
FreeFree to use. No credit card required.
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Community Intelligence
Real-time crowdsourced comparison feedback and buyer signals.
Community Matchup Voting
Real-time crowdsourced buyer signals
Community vs. Editorial Alignment
Agreement between algorithmic rating & user voting
Umami Analytics
Calculated by features, pricing, support & ratings.
Awaiting Votes
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Head-to-Head Winner Analysis
Data-backed performance comparisons across pricing, features, usability, and support
Matchup Scoreboard
At-a-glance scorecard results
Weighted Overall Scorecard
Normalized composite performance scores
Smart Recommendation Matrix
Head-to-head decision matrix based on your business workflow
- Users wanting a streamlined, user-friendly workspace interface
- Organizations looking for a reliable, verified Business Intelligence (BI) & Analytics solution
- Users wanting a streamlined, user-friendly workspace interface
- Power users requiring a broad range of out-of-the-box advanced features
- Organizations that place high importance on responsive customer support
Sigma
Dimension scorecard
Multi-Dimension Performance
Winner Breakdown & Analysis
Sigma is a runner-up with a composite score of 79%.
Comparable pricing accessibility ($0/mo (No Free Trial)).
Offers 14 features (fewer than the category leader).
Strong usability with a user rating of 4.5/5 stars.
Reliable support with a user rating of 4.9/5 stars.
Not enough data on the other product(s) to rank this dimension fairly.
Umami Analytics
Dimension scorecard
Multi-Dimension Performance
Winner Breakdown & Analysis
Umami Analytics wins overall with a weighted score of 88% based on user rating, pricing, features, usability, and support.
Comparable pricing accessibility ($0/mo (No Free Trial)).
Umami Analytics lists the most features (41 features).
Strong usability with a user rating of 4.5/5 stars.
Reliable support with a user rating of 5.0/5 stars.
No data available for this product on this dimension yet.
Final Verdict:Umami Analytics
Umami Analytics scores higher across 1 of 11 key dimensions with a 9-point lead in our weighted analysis.
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Frequently asked questions: Sigma vs Umami Analytics
Which is better: Sigma or Umami Analytics?
Umami Analytics scores higher across 1 of 11 key dimensions with a 9-point lead in our weighted analysis. The best choice still depends on your team's workflow, budget and required integrations — use the side-by-side sections above to check the details that matter to you.
How do users rate Sigma and Umami Analytics?
Sigma is rated 4.5/5 from 5 user reviews. Umami Analytics is rated 4.5/5 from 4 user reviews. Ratings come from approved user reviews on SoftwareHope.
How much do Sigma and Umami Analytics cost?
Sigma has a free plan. Umami Analytics has a free plan. Always confirm current pricing on the vendor's site, as plans change.
Do Sigma and Umami Analytics offer a free plan or free trial?
Sigma offers a free plan; Umami Analytics offers a free plan.
Which platforms do Sigma and Umami Analytics support?
Sigma supports Web; platform support is not specified for the others.
Which is easier to use, Sigma or Umami Analytics?
Sigma has an ease-of-use rating of 4.5/5, Umami Analytics has an ease-of-use rating of 4.5/5. The difference is small, so both are similarly easy to adopt.
Most Helpful Reviews
Community-voted helpful feedback from verified users
Sigma Computing provides a straightforward, dependable solution that integrated smoothly into our operational stack. Uptime is consistent and user adoption across the team was immediate.
We have been using Sigma Computing across our departments and appreciate the simplicity and stability of the system. It handles core workflows without unnecessary bloat.
The platform has streamlined our daily operations, providing reliable tools and responsive support. Configuration was quick and the feature set aligns well with our requirements.
A well-built tool that delivers consistent value. The interface is clean, performance is snappy, and our operational workflows run smoothly.
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