# Omni Analytics vs Sigma Comparison
---
## AI Generated Summary
- **G2 reviewers report** that Sigma excels in providing instant access to critical information, which users find invaluable for validating processes and account details. The ability to analyze data directly within dashboards is highlighted as a significant advantage, making it easier to transform large datasets into actionable insights.
- **Users say** that Omni Analytics stands out for its user-friendly interface, allowing both analysts and business users to quickly explore data and build dashboards. The support for various workflows, including SQL and spreadsheet-like formulas, is particularly appreciated, enabling consistent metrics across different teams.
- **Reviewers mention** that Sigma's seamless integration with Snowflake and the continuous addition of new features enhance its functionality, making it a robust tool for data modeling and analysis. This adaptability is a key reason why many users consider it an exceptional choice for their analytics needs.
- **According to verified reviews** , Omni Analytics is praised for its intuitive workbook-to-dashboard relationship, which simplifies the creation of graphs and dashboards. Users appreciate the elimination of the need for Excel sheets, as it provides direct access to data, streamlining their workflow.
- **G2 reviewers highlight** that while Sigma has a slightly lower star rating, its overall user satisfaction is bolstered by a larger number of reviews, indicating a more established presence in the market. This suggests that many users find value in its features despite some areas for improvement.
- **Users report** that Omni Analytics, while having a smaller user base, receives high marks for its quality of support and ease of use. Many users find that the time to insight is significantly reduced, with some noting that they can achieve results in minutes, thanks to its efficient design and AI chat features.



---
## Frequently Asked Questions

### What is the difference between Sigma vs Omni Analytics?

Omni Analytics stands out for its higher G2 rating and support satisfaction, while Sigma is more widely adopted and praised for ease of use.

| [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) | [Omni Analytics](https://www.g2.com/products/omni-analytics-inc-omni-analytics/reviews) |
| --- | --- |
| 4.4/5 (558 reviews) | 4.8/5 (65 reviews) |
| Mid-Market | Mid-Market |
| 8.9 | 8.7 |
| 9.1 | 9.9 |
| Ease of Use (68 all-time mentions) | Customer Support (10 all-time mentions) |



### How do the pricing models of Sigma and Omni Analytics compare?

Omni Analytics is rated higher for value, with reviewers expressing greater satisfaction with its pricing model compared to Sigma.

- **Sigma:** Reviewers note that pricing can feel unpredictable, especially with usage-based costs, and some express concerns about higher costs for advanced features.
- **Omni Analytics:** Reviewers highlight the platform as affordable and good value for small teams, though some mention the per-user pricing can be expensive for large user bases.
- **Switching reasons:** Recent reviewers cite moving to Omni Analytics for its transparent pricing and better value compared to legacy BI tools.



### What are the best alternatives to Sigma and Omni Analytics?

The top three alternatives to Sigma and Omni Analytics are Looker, Tableau, and ThoughtSpot.

| Product | G2 Rating (reviews) | Largest Segment | Pricing Insight | Top Reviewer-Cited Strength |
| --- | --- | --- | --- | --- |
| [Sigma](https://www.g2.com/products/sigma-computing-sigma/reviews) | 4.4/5 (558 reviews) | Mid-Market | Pricing can be unpredictable for heavy usage | Ease of Use (68 all-time mentions) |
| [Omni Analytics](https://www.g2.com/products/omni-analytics-inc-omni-analytics/reviews) | 4.8/5 (65 reviews) | Mid-Market | Affordable for small teams, per-user pricing can add up | Customer Support (10 all-time mentions) |
| [Looker](https://www.g2.com/products/looker/reviews) | 4.4/5 (1656 reviews) | Mid-Market | — | Data Modeling and Governance |
| [Tableau](https://www.g2.com/products/tableau/reviews) | 4.4/5 (3787 reviews) | Enterprise | — | Visualization Flexibility |
| [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) | 4.4/5 (340 reviews) | — | — | Search-Driven Analytics |



### Which Analytics Platforms features should I prioritize when comparing Sigma and Omni Analytics?

Buyers comparing Sigma and Omni Analytics should prioritize Dashboards, Integrations, AI Features, Data Modeling, and Predictive Analytics.

- **Dashboards:** Dashboards are the most frequently mentioned feature for both products, with Sigma at 24 all-time mentions and Omni Analytics at 7.
- **Integrations:** Sigma is cited for Snowflake integration (66 all-time mentions), while Omni Analytics is noted for dbt (8), Git (4), and Slack (4).
- **AI Features:** Omni Analytics uniquely offers AI Text Generation and AI Text Summarization; Sigma is noted for Predictive Analytics.
- **Data Modeling:** Omni Analytics is praised for its semantic layer and governance (multiple recent reviews), while Sigma is recognized for spreadsheet-like modeling and ease of use (68 all-time mentions).
- **Predictive Analytics:** Sigma offers Predictive Analytics, which is not present in Omni Analytics.



### What are the pros and cons of Sigma vs Omni Analytics?

Omni Analytics' headline strength is customer support, while Sigma is most recognized for ease of use.

- **Sigma strengths:** Ease of Use (68 all-time mentions), User Interface (28), Data Handling (25), Data Visualization (24), Intuitive (24), Easy Integrations (19).
- **Sigma trade-offs:** Slow Loading (23), Slow Performance (22), Limited Customization (19), Learning Curve (17).
- **Omni Analytics strengths:** Customer Support (10 all-time mentions), Ease of Use (14), Easy Integrations (8), Innovation (8), Data Visualization (7), Flexibility (5).
- **Omni Analytics trade-offs:** Missing Features (8), Learning Curve (5), Limited Features (4).



### Is Sigma or Omni Analytics better for small businesses?

Omni Analytics is the better fit for small businesses, with reviewers highlighting its affordability and ease of use for smaller teams.

- **Sigma:** Largest segment is Mid-Market; reviewers note its scalability and ease of use, but some mention unpredictable costs for smaller teams.
- **Omni Analytics:** Largest segment is Mid-Market; reviewers consistently describe it as affordable, easy to implement, and well-suited for small teams and startups.



### Which Analytics Platforms platform has better integrations?

Reviewers favor Sigma for integrations, especially with Snowflake, while Omni Analytics is praised for its modern data stack connections.

- **Sigma:** Snowflake integration (66 all-time mentions), PostgreSQL, and Databricks are frequently cited in reviews.
- **Omni Analytics:** dbt (8 all-time mentions), Git (4), and Slack (4) are highlighted as key integrations.



### How do Sigma and Omni Analytics compare on customer support?

Omni Analytics leads on Quality of Support with a 0.8-point advantage over Sigma (9.9 vs 9.1).

- **Sigma:** Reviewers describe support as responsive and helpful, with 17 all-time mentions of easy setup and 7 for quality of support.
- **Omni Analytics:** Reviewers consistently praise the support team for being responsive, knowledgeable, and available in real time, with 10 all-time mentions for customer support and 7 for quality of support.



### Which is easier to implement, Sigma or Omni Analytics?

Sigma and Omni Analytics are at parity on Ease of Setup, with scores of 8.9 and 8.7 respectively.

- **Sigma:** Reviewers highlight straightforward onboarding, easy initial setup, and rapid adoption, with 17 all-time mentions for easy setup.
- **Omni Analytics:** Reviewers note a smooth implementation process, quick integration with existing workflows, and helpful onboarding support, with 7 all-time mentions for ease of setup.



### Which product has better Dashboards?

Dashboards are a core strength for both Sigma and Omni Analytics, with Sigma having a higher all-time mention count.

- **Sigma:** Dashboards cited in 24 all-time mentions; reviewers highlight ease of dashboard creation, customization, and real-time data visualization.
- **Omni Analytics:** Dashboards cited in 7 all-time mentions; reviewers praise the clean dashboard design, automation, and advanced visualization options.



| | Omni Analytics | Sigma | 
|---|---|---|
| **Star Rating** | 4.8 out of 5 | 4.4 out of 5 | 
| **Total Reviews** | 65 | 578 | 

---
## Top Pros & Cons

### Omni Analytics

Pros:
- Ease of Use (14 reviews)
- Customer Support (10 reviews)

Cons:
- Missing Features (8 reviews)
- Learning Curve (5 reviews)

### Sigma

Pros:
- Ease of Use (73 reviews)
- User Interface (29 reviews)

Cons:
- Slow Loading (23 reviews)
- Slow Performance (22 reviews)

---
## Ratings Comparison
| Rating | Omni Analytics | Sigma | 
|---|---|---|
  | **Meets Requirements** | 9.1 (61 reviews) | 8.6 (455 reviews) | 
  | **Ease of Use** | 8.7 (62 reviews) | 8.6 (464 reviews) | 
  | **Ease of Setup** | 8.7 (45 reviews) | 8.9 (282 reviews) | 
  | **Ease of Admin** | 8.9 (36 reviews) | 8.6 (164 reviews) | 
  | **Quality of Support** | 9.9 (59 reviews) | 9.1 (408 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.9 (38 reviews) | 9.1 (165 reviews) | 
  | **Product Direction (% positive)** | 9.6 (58 reviews) | 9.3 (439 reviews) | 

---
## Pricing

### Omni Analytics

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Sigma

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Omni Analytics** | 8.7/10 | 53 |
| **Sigma** | 8.2/10 | 363 |

#### Reports

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Reports Interface** | 9.0 (51 reviews) | 8.6 (300 reviews) ✓ Verified | 
| **Steps to Answer** | 8.9 (47 reviews) | 8.5 (284 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.0 (49 reviews) | 8.4 (301 reviews) ✓ Verified | 
| **Score Cards** | 8.6 (42 reviews) | 8.4 (266 reviews) ✓ Verified | 
| **Dashboards** | 9.0 (48 reviews) | 8.8 (299 reviews) ✓ Verified | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Calculated Fields** | 9.1 (46 reviews) | 8.7 (289 reviews) ✓ Verified | 
| **Data Column Filtering** | 9.2 (45 reviews) | 8.9 (296 reviews) ✓ Verified | 
| **Data Discovery** | 9.0 (49 reviews) | 8.6 (285 reviews) ✓ Verified | 
| **Search** | 8.1 (44 reviews) | 8.3 (281 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.8 (46 reviews) | 8.4 (291 reviews) ✓ Verified | 
| **Automodeling** | 8.2 (42 reviews) | 7.4 (251 reviews) ✓ Verified | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Predictive Analytics** | Feature Not Available | 7.3 (248 reviews) | 
| **Data Visualization** | 9.0 (49 reviews) | 8.4 (292 reviews) ✓ Verified | 
| **Big Data Services** | 8.3 (45 reviews) | 8.3 (270 reviews) ✓ Verified | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Data Transformation** | 8.5 (33 reviews) | 8.1 (111 reviews) ✓ Verified | 
| **Data Modeling** | 9.1 (33 reviews) | 7.8 (111 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 9.4 (30 reviews) | 8.2 (99 reviews) ✓ Verified | 
| **Integration APIs** | 7.0 (23 reviews) | 7.7 (94 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Platform

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Mobile User Support** | Not enough data | Not enough data | 
| **Customization ** | Not enough data | Not enough data | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 
| **Internationalization** | Not enough data | Not enough data | 
| **Sandbox / Test Environments** | Not enough data | Not enough data | 
| **Performance and Reliability** | Not enough data | Not enough data | 
| **Breadth of Partner Applications** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Customizable Branding** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Publishing/Sharing** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Strategic Planning** | Not enough data | Not enough data | 
| **Self Service Data Preparation** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Text Analysis** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Benchmarking** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **Trend/Problem Indicators** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Profitability Analysis** | Not enough data | Not enough data | 
| **OLAP** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Key Performance Indicators** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Data Mining** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 

### Data Visualization

| Product | Score | Reviews |
|---|---|---|
| **Omni Analytics** | 8.5/10 | 53 |
| **Sigma** | N/A | N/A |

#### Reports

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Reports Interface** | 9.0 (51 reviews) | 8.6 (300 reviews) ✓ Verified | 
| **Steps to Answer** | 8.9 (47 reviews) | 8.5 (284 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.0 (49 reviews) | 8.4 (301 reviews) ✓ Verified | 
| **Score Cards** | 8.6 (42 reviews) | 8.4 (266 reviews) ✓ Verified | 
| **Dashboards** | 9.0 (48 reviews) | 8.8 (299 reviews) ✓ Verified | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 

#### Reports

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Reports Interface** | 9.0 (30 reviews) | Not enough data | 
| **Share Reports** | 9.1 (32 reviews) | Not enough data | 
| **Steps to Answer** | 8.9 (28 reviews) | Not enough data | 

#### Generative AI

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **AI Text Generation** | 7.2 (21 reviews) | Not enough data | 
| **AI Text Summarization** | 7.0 (21 reviews) | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 

#### Visualization

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Graphs and Charts** | 9.0 (29 reviews) | Not enough data | 
| **Score Cards** | 8.6 (27 reviews) | Not enough data | 
| **Dashboards** | 9.0 (28 reviews) | Not enough data | 
| **Formats** | 8.8 (26 reviews) | Not enough data | 
| **Mobile Dashboards** | Not enough data | Not enough data | 
| **Public Dashboards** | Not enough data | Not enough data | 
| **Private Dashboards** | Not enough data | Not enough data | 

#### Data Updates

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Historical Snapshots** | 7.3 (24 reviews) | Not enough data | 
| **Real-Time Updating** | 8.3 (29 reviews) | Not enough data | 

#### Collaboration

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Sharing** | 8.9 (29 reviews) | Not enough data | 
| **Co-Editing** | Feature Not Available | Not enough data | 
| **Devices** | 8.3 (25 reviews) | Not enough data | 

#### Data Updates

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Historical Snapshots** | 7.2 (27 reviews) | Not enough data | 
| **Real-Time Updating** | 8.5 (31 reviews) | Not enough data | 
| **Scheduled/Automated Reports** | 9.0 (30 reviews) | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **KPI Monitoring** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Real-Time Notifications** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Activity Tracking** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Data Aggregation** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Interactive Elements** | Not enough data | Not enough data | 
| **Single Page View** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Functions/Calculations** | Not enough data | Not enough data | 
| **Historical Reporting** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Real-Time Updates** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Relational Display** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **OLAP** | Not enough data | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Omni Analytics** | 8.0/10 | 53 |
| **Sigma** | 8.1/10 | 413 |

#### Reports

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Reports Interface** | 9.0 (51 reviews) | 8.6 (300 reviews) ✓ Verified | 
| **Steps to Answer** | 8.9 (47 reviews) | 8.5 (284 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.0 (49 reviews) | 8.4 (301 reviews) ✓ Verified | 
| **Score Cards** | 8.6 (42 reviews) | 8.4 (266 reviews) ✓ Verified | 
| **Dashboards** | 9.0 (48 reviews) | 8.8 (299 reviews) ✓ Verified | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 

#### Data Preparation

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Connectors** | 8.7 (35 reviews) | 8.3 (273 reviews) ✓ Verified | 
| **Data Governance** | 8.9 (35 reviews) | 8.3 (260 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Data Querying** | 9.5 (38 reviews) | 8.5 (290 reviews) ✓ Verified | 
| **Data Filtering** | 9.2 (39 reviews) | 8.6 (293 reviews) ✓ Verified | 
| **Data Blending** | 8.8 (36 reviews) | 8.4 (275 reviews) ✓ Verified | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 

#### Generative AI

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **AI Text Generation** | 7.0 (27 reviews) | Feature Not Available | 
| **AI Text Summarization** | 6.9 (27 reviews) | Feature Not Available | 
| **Generative AI** | Not enough data | Not enough data | 

#### Agentic AI - Analytics Platforms

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Autonomous Task Execution** | 6.7 (12 reviews) | 7.6 (30 reviews) | 
| **Multi-step Planning** | 6.7 (11 reviews) | 7.7 (30 reviews) | 
| **Cross-system Integration** | 6.3 (10 reviews) | 7.8 (29 reviews) | 
| **Adaptive Learning** | 6.8 (10 reviews) | 7.4 (30 reviews) | 
| **Natural Language Interaction** | 7.6 (12 reviews) | 8.0 (31 reviews) | 
| **Proactive Assistance** | 6.0 (10 reviews) | 7.2 (30 reviews) | 
| **Decision Making** | 6.1 (11 reviews) | 7.5 (30 reviews) | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Calculated Fields** | 9.1 (46 reviews) | 8.7 (289 reviews) ✓ Verified | 
| **Data Column Filtering** | 9.2 (45 reviews) | 8.9 (296 reviews) ✓ Verified | 
| **Data Discovery** | 9.0 (49 reviews) | 8.6 (285 reviews) ✓ Verified | 
| **Search** | 8.1 (44 reviews) | 8.3 (281 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.8 (46 reviews) | 8.4 (291 reviews) ✓ Verified | 
| **Automodeling** | 8.2 (42 reviews) | 7.4 (251 reviews) ✓ Verified | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Deployment & Integration - Analytics Platforms

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **No-code Dashboard Builder** | 9.4 (8 reviews) | 7.9 (29 reviews) | 
| **Report Scheduling and Automation** | 8.8 (8 reviews) | 8.1 (31 reviews) | 
| **Embedded Analytics and White-labeling** | 7.4 (7 reviews) | 8.2 (31 reviews) | 
| **Data Source Connectivity** | 9.3 (7 reviews) | 9.1 (39 reviews) | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Query Builder** | Not enough data | Not enough data | 

#### Advanced Analytics

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Predictive Analytics** | Feature Not Available | 7.3 (248 reviews) | 
| **Data Visualization** | 9.0 (49 reviews) | 8.4 (292 reviews) ✓ Verified | 
| **Big Data Services** | 8.3 (45 reviews) | 8.3 (270 reviews) ✓ Verified | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Performance & Scalability - Analytics Platforms

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Large data handling and Query Speed** | 9.0 (8 reviews) | 7.8 (45 reviews) | 
| **Concurrent User Support** | 9.4 (8 reviews) | 8.6 (29 reviews) | 
| **Database Support** | Not enough data | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Data Modeling and Governance** | 9.4 (6 reviews) | 8.1 (27 reviews) | 
| **Notebook and Script Integration** | 2.3 (5 reviews) | 8.0 (28 reviews) | 
| **Built-in Predictive and Statistical Models** | 4.7 (5 reviews) | 8.3 (29 reviews) | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Auto-generated Insights and Narratives** | 7.7 (5 reviews) | 7.7 (27 reviews) | 
| **Natural Language Queries** | 7.8 (6 reviews) | 7.9 (30 reviews) | 
| **Proactive KPI Monitoring and Alerts** | 6.0 (5 reviews) | 7.8 (27 reviews) | 
| **AI Agents for Analytical Follow-ups** | 8.0 (5 reviews) | 7.7 (25 reviews) | 

#### Personalized Intelligence - Analytics Platforms

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Behavioral Learning for Contextual Query Refinement** | 7.7 (5 reviews) | 7.0 (28 reviews) | 
| **Role-based Insight Personalization** | 5.3 (5 reviews) | 7.7 (27 reviews) | 
| **Conversational and Prompt-based Analytics** | 8.3 (6 reviews) | 8.0 (27 reviews) | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Data Transformation** | 8.5 (33 reviews) | 8.1 (111 reviews) ✓ Verified | 
| **Data Modeling** | 9.1 (33 reviews) | 7.8 (111 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 9.4 (30 reviews) | 8.2 (99 reviews) ✓ Verified | 
| **Integration APIs** | 7.0 (23 reviews) | 7.7 (94 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Drag & Drop** | Not enough data | Not enough data | 
| **Secure Data Storage** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Metadata Management** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Data Migration** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Self Service Data Preparation** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **User Management** | Not enough data | Not enough data | 
| **Sales Trend Analysis** | Not enough data | Not enough data | 
| **Charting** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **Storytelling** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Financing Management** | Not enough data | Not enough data | 
| **Self-service Analytics** | Not enough data | Not enough data | 
| **KPI Monitoring** | Not enough data | Not enough data | 
| **Dashboard** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Integration** | Not enough data | Not enough data | 
| **Scorecards** | Not enough data | Not enough data | 
| **Data Management** | Not enough data | Not enough data | 
| **Task Management** | Not enough data | Not enough data | 
| **Progress Tracking** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Profitability Analysis** | Not enough data | Not enough data | 
| **Project Tracking** | Not enough data | Not enough data | 
| **Strategic Planning** | Not enough data | Not enough data | 
| **Goal Setting/Tracking** | Not enough data | Not enough data | 
| **Publishing/Sharing** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Real-Time Monitoring** | Not enough data | Not enough data | 
| **Templates** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Customizable Templates** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Financial Reporting** | Not enough data | Not enough data | 
| **Audit Management** | Not enough data | Not enough data | 
| **OLAP** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Omni Analytics** | 9.2/10 | 53 |
| **Sigma** | 8.3/10 | 359 |

#### Reports

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Reports Interface** | 9.0 (51 reviews) | 8.6 (300 reviews) ✓ Verified | 
| **Steps to Answer** | 8.9 (47 reviews) | 8.5 (284 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.0 (49 reviews) | 8.4 (301 reviews) ✓ Verified | 
| **Score Cards** | 8.6 (42 reviews) | 8.4 (266 reviews) ✓ Verified | 
| **Dashboards** | 9.0 (48 reviews) | 8.8 (299 reviews) ✓ Verified | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Marketing Reports** | Not enough data | Not enough data | 
| **Sales Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Interactive Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Customizable Reports** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Customizable Dashboard** | Not enough data | Not enough data | 

#### Self Service 

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Calculated Fields** | 9.1 (46 reviews) | 8.7 (289 reviews) ✓ Verified | 
| **Data Column Filtering** | 9.2 (45 reviews) | 8.9 (296 reviews) ✓ Verified | 
| **Data Discovery** | 9.0 (49 reviews) | 8.6 (285 reviews) ✓ Verified | 
| **Search** | 8.1 (44 reviews) | 8.3 (281 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.8 (46 reviews) | 8.4 (291 reviews) ✓ Verified | 
| **Automodeling** | 8.2 (42 reviews) | 7.4 (251 reviews) ✓ Verified | 
| **Natural Language Search** | Not enough data | Not enough data | 
| **Visual Discovery** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 
| **Data Blending** | Not enough data | Not enough data | 

#### Building Reports

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Data Transformation** | 8.5 (33 reviews) | 8.1 (111 reviews) ✓ Verified | 
| **Data Modeling** | 9.1 (33 reviews) | 7.8 (111 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 9.4 (30 reviews) | 8.2 (99 reviews) ✓ Verified | 
| **Integration APIs** | 7.0 (23 reviews) | 7.7 (94 reviews) | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 

#### Additional Functionality

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Generative AI** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Mobile Reporting** | Not enough data | Not enough data | 
| **Data Mapping** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **Forecasting** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Charting** | Not enough data | Not enough data | 
| **Customization** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Real-Time Analytics** | Not enough data | Not enough data | 
| **Workflow Management** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Ad hoc Query** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Data Synchronization** | Not enough data | Not enough data | 
| **Application Development** | Not enough data | Not enough data | 
| **Real-Time Reporting** | Not enough data | Not enough data | 
| **Reporting & Statistics** | Not enough data | Not enough data | 
| **Geographic Maps** | Not enough data | Not enough data | 
| **Widgets** | Not enough data | Not enough data | 
| **SSL Security** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Self-service Analytics** | Not enough data | Not enough data | 
| **Ad hoc Analysis** | Not enough data | Not enough data | 
| **Data Capture and Transfer** | Not enough data | Not enough data | 
| **Integration into Third Party Applications** | Not enough data | Not enough data | 
| **Ad hoc Reporting** | Not enough data | Not enough data | 
| **Visual Workflow Management** | Not enough data | Not enough data | 
| **Visual Analytics** | Not enough data | Not enough data | 
| **Single Sign On** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Data Connectors** | Not enough data | Not enough data | 
| **Benchmarking** | Not enough data | Not enough data | 
| **Alerts/Notifications** | Not enough data | Not enough data | 
| **Streaming Analytics** | Not enough data | Not enough data | 
| **Mobile Access** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Dashboard Creation** | Not enough data | Not enough data | 

### Artificial Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Omni Analytics** | N/A | N/A |
| **Sigma** | N/A | N/A |

#### Additional Functionality

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Tagging** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Data Extraction** | Not enough data | Not enough data | 
| **Multi-Language** | Not enough data | Not enough data | 
| **Predictive Analytics** | Not enough data | Not enough data | 
| **Drag & Drop** | Not enough data | Not enough data | 
| **Speech Recognition** | Not enough data | Not enough data | 
| **Reporting/Analytics** | Not enough data | Not enough data | 
| **Data Storage Management** | Not enough data | Not enough data | 
| **Virtual Personal Assistant (VPA)** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Customer Segmentation** | Not enough data | Not enough data | 
| **Collaboration Tools** | Not enough data | Not enough data | 
| **Data Import/Export** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **For eCommerce** | Not enough data | Not enough data | 
| **Role-Based Permissions** | Not enough data | Not enough data | 
| **Customizable Branding** | Not enough data | Not enough data | 
| **Search/Filter** | Not enough data | Not enough data | 
| **Monitoring** | Not enough data | Not enough data | 
| **Document Management** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Data Visualization** | Not enough data | Not enough data | 
| **Trend Analysis** | Not enough data | Not enough data | 
| **Machine Learning** | Not enough data | Not enough data | 
| **Access Controls/Permissions** | Not enough data | Not enough data | 
| **Alerts/Escalation** | Not enough data | Not enough data | 
| **Performance Metrics** | Not enough data | Not enough data | 
| **Real-Time Data** | Not enough data | Not enough data | 
| **Third-Party Integrations** | Not enough data | Not enough data | 
| **Mobile App** | Not enough data | Not enough data | 
| **Multiple Data Sources** | Not enough data | Not enough data | 
| **For Sales Teams/Organizations** | Not enough data | Not enough data | 
| **Sentiment Analysis** | Not enough data | Not enough data | 
| **Activity Dashboard** | Not enough data | Not enough data | 
| **Chatbot** | Not enough data | Not enough data | 
| **Workflow Automation** | Not enough data | Not enough data | 

### Generative AI

| Product | Score | Reviews |
|---|---|---|
| **Omni Analytics** | N/A | N/A |
| **Sigma** | N/A | N/A |

#### Additional Functionality

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Code Generation** | Not enough data | Not enough data | 
| **Text to Image** | Not enough data | Not enough data | 
| **Generative AI** | Not enough data | Not enough data | 
| **API** | Not enough data | Not enough data | 
| **Natural Language Processing** | Not enough data | Not enough data | 
| **Virtual Characters and Avatars** | Not enough data | Not enough data | 
| **Content Generation** | Not enough data | Not enough data | 
| **Personalization and Recommendation** | Not enough data | Not enough data | 
| **Conditional Generation** | Not enough data | Not enough data | 
| **Transformer Model** | Not enough data | Not enough data | 
| **Automated Image & Video Editing** | Not enough data | Not enough data | 
| **Interactive and Co-Creative Systems** | Not enough data | Not enough data | 
| **Text Summarization** | Not enough data | Not enough data | 
| **Data Augmentation** | Not enough data | Not enough data | 
| **Variation Autoencoder Models** | Not enough data | Not enough data | 
| **Adversarial Training** | Not enough data | Not enough data | 
| **Transfer Learning and Fine-tuning** | Not enough data | Not enough data | 
| **Simulation and Scenario Generation** | Not enough data | Not enough data | 
| **Creative Design** | Not enough data | Not enough data | 
| **AI Copilot** | Not enough data | Not enough data | 
| **Prompt Engineering** | Not enough data | Not enough data | 
| **Foundation Model** | Not enough data | Not enough data | 

### AI App Builder

| Product | Score | Reviews |
|---|---|---|
| **Omni Analytics** | N/A | N/A |
| **Sigma** | N/A | N/A |

#### Third-Party Integration

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Third-Party Integration** | Not enough data | Not enough data | 

#### Scalability

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Scalability** | Not enough data | Not enough data | 

#### Iteration Management

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Iteration Management** | Not enough data | Not enough data | 

#### Backend Logic Creation

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Backend Logic Creation** | Not enough data | Not enough data | 

#### Prompt Understanding

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Prompt Understanding** | Not enough data | Not enough data | 

#### Application Development

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Application Development** | Not enough data | Not enough data | 

#### Full-Stack Output

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Full-Stack Output** | Not enough data | Not enough data | 

#### API Integration

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **API Integration** | Not enough data | Not enough data | 

#### Contextual Guidance

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Contextual Guidance** | Not enough data | Not enough data | 

#### Customizable User Interface

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Customizable User Interface** | Not enough data | Not enough data | 

#### Design Customization

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Design Customization** | Not enough data | Not enough data | 

#### Out-of-the-Box Functionality

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Out-of-the-Box Functionality** | Not enough data | Not enough data | 

#### Generation and Interpretation - AI App Builder

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Prompt Understanding** | Not enough data | Not enough data | 
| **Backend Logic Creation** | Not enough data | Not enough data | 
| **UI Generation** | Not enough data | Not enough data | 
| **Context Awareness** | Not enough data | Not enough data | 

#### Generated Application Quality - AI App Builder

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Scalability** | Not enough data | Not enough data | 
| **Out-of-the-Box Functionality** | Not enough data | Not enough data | 
| **Design Customization** | Not enough data | Not enough data | 
| **Data & API Integration** | Not enough data | Not enough data | 

### Semantic Layer Tools

| Product | Score | Reviews |
|---|---|---|
| **Omni Analytics** | N/A | N/A |
| **Sigma** | N/A | N/A |

#### Deployment & Integration - Semantic Layer Tools

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Multi-Environment & Multi-Cloud Support** | Not enough data | Not enough data | 
| **Open API & SDK Integration** | Not enough data | Not enough data | 

#### Data Connectivity & Federation - Semantic Layer Tools

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Cross-Source Query Federation** | Feature Not Available | Not enough data | 
| **Dynamic Schema & Metadata Adaptation** | Not enough data | Not enough data | 

#### Data Modeling & Metrics - Semantic Layer Tools

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Derived & Calculated Metrics** | Not enough data | Not enough data | 
| **Time Intelligence Functions** | Not enough data | Not enough data | 

#### Performance Optimization - Semantic Layer Tools

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Query Caching & Acceleration** | Not enough data | Not enough data | 
| **Adaptive Query Optimization** | Not enough data | Not enough data | 

#### Governance - Semantic Layer Tools

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **AI Governance & Observability** | Not enough data | Not enough data | 
| **Metric Lineage for AI Training Data** | Not enough data | Not enough data | 
| **Version Control & Change Impact Analysis** | Not enough data | Not enough data | 

#### Advanced Intelligence - Semantic Layer Tools

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Natural Language Query Interface** | Not enough data | Not enough data | 
| **Semantic Layer for AI/ML Models** | Not enough data | Not enough data | 
| **Recommendation Engine** | Not enough data | Not enough data | 

#### Agentic AI Enablement - Semantic Layer Tools

| Feature | Omni Analytics | Sigma | 
|---|---|---|
| **Agentic Query Orchestration** | Not enough data | Not enough data | 
| **Contextual Reasoning Layer** | Not enough data | Not enough data | 
| **Workflow Automation via Semantic Agents** | Not enough data | Not enough data | 

---
## Categories
**Shared Categories (2):** [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence)

**Unique to Omni Analytics (2):** [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools), [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools)

**Unique to Sigma (1):** [AI App Builder Software](https://www.g2.com/categories/ai-app-builder)


---
## Reviewer Demographics

### By Company Size

| Segment | Omni Analytics | Sigma | 
|---|---|---|
| **Small-Business** | 43.5% | 19.9% | 
| **Mid-Market** | 43.5% | 58.3% | 
| **Enterprise** | 12.9% | 21.8% | 

### By Industry

#### Omni Analytics

- **Computer Software:** 23.8%
- **Information Technology and Services:** 14.3%
- **Marketing and Advertising:** 7.9%
- **Consulting:** 4.8%
- **Consumer Goods:** 4.8%
- **Financial Services:** 4.8%
- **Health, Wellness and Fitness:** 4.8%
- **Accounting:** 3.2%
- **Consumer Services:** 3.2%
- **Food & Beverages:** 3.2%
- **Other:** 25.4%

#### Sigma

- **Information Technology and Services:** 15.2%
- **Computer Software:** 11.9%
- **Financial Services:** 9.8%
- **Marketing and Advertising:** 4.8%
- **Consumer Services:** 4.3%
- **Real Estate:** 3.5%
- **Logistics and Supply Chain:** 3.1%
- **Hospital & Health Care:** 2.8%
- **Food & Beverages:** 2.8%
- **Health, Wellness and Fitness:** 2.6%
- **Other:** 39.3%

---
## Alternatives

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- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1064 reviews)
- [Metabase](https://www.g2.com/products/metabase/reviews) — 4.4/5 stars (147 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1092 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)

---
## Top Discussions

### Omni Analytics

No discussions available for this product.

### Sigma

- Title: [What is Sigma used for?](https://www.g2.com/discussions/what-is-sigma-used-for) — 1 comment
  > **Top comment:** "Sigma is a cloud-based business intelligence (BI) and analytics platform. It's primarily used for data exploration, visualization, and building applications,..."
- Title: [What is the best way to use SQL queries that you previously had?](https://www.g2.com/discussions/what-is-the-best-way-to-use-sql-queries-that-you-previously-had) — 1 comment, 2 upvotes
  > **Top comment:** "One possible way to solve this would be to create Datasets with SQL - you can merely copy the SQL to form the new dataset.  

Once you have created the..."

---
**Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/omni-analytics-inc-omni-analytics-vs-sigma-computing-sigma)