# Omni Analytics, Sigma vs Mode Comparison

| | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Star Rating** | 4.8 out of 5 | 4.4 out of 5 | 4.5 out of 5 | 
| **Total Reviews** | 65 | 557 | 330 | 
| **Largest Market Segment** | Small-Business (43.5% of reviews) | Mid-Market (59.3% of reviews) | Mid-Market (46.4% of reviews) | 
| **Entry Level Price** | No pricing available | No pricing available | Free All the basics for individual analysts | 

---
## 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)

### Mode

Pros:
- Capabilities (1 reviews)
- Customization (1 reviews)

Cons:
- Complex Setup (1 reviews)
- Complex Usage (1 reviews)

---
## Ratings Comparison
| Rating | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
  | **Meets Requirements** | 9.1 (61 reviews) | 8.6 (441 reviews) | 8.7 (285 reviews) | 
  | **Ease of Use** | 8.7 (62 reviews) | 8.5 (450 reviews) | 8.7 (289 reviews) | 
  | **Ease of Setup** | 8.7 (45 reviews) | 8.9 (268 reviews) | 8.8 (66 reviews) | 
  | **Ease of Admin** | 8.9 (36 reviews) | 8.5 (157 reviews) | 8.9 (66 reviews) | 
  | **Quality of Support** | 9.9 (59 reviews) | 9.1 (394 reviews) | 8.9 (215 reviews) | 
  | **Has the product been a good partner in doing business?** | 9.9 (38 reviews) | 9.1 (157 reviews) | 9.1 (65 reviews) | 
  | **Product Direction (% positive)** | 9.6 (58 reviews) | 9.3 (428 reviews) | 8.8 (283 reviews) | 

---
## Pricing

### Omni Analytics

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Sigma

#### Entry-Level Pricing

No pricing available

#### Free Trial

Yes

### Mode

#### Entry-Level Pricing

Plan: Studio

Price: Free All the basics for individual analysts

Description: Included:

Key Features:
-  SQL, Python, & R
- Private database connections

[Browse all 3 editions](https://www.g2.com/products/mode-mode/pricing)

#### Free Trial

Yes

---
## Features Comparison By Category

### Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Omni Analytics** | 8.7/10 | 53 |
| **Sigma** | 8.2/10 | 349 |
| **Mode** | 8.4/10 | 239 |

#### Reports

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Reports Interface** | 9.0 (51 reviews) | 8.6 (293 reviews) ✓ Verified | 8.7 (212 reviews) ✓ Verified | 
| **Steps to Answer** | 8.9 (47 reviews) | 8.4 (281 reviews) ✓ Verified | 8.1 (167 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.0 (49 reviews) | 8.4 (300 reviews) ✓ Verified | 8.3 (215 reviews) ✓ Verified | 
| **Score Cards** | 8.6 (42 reviews) | 8.4 (265 reviews) ✓ Verified | 8.2 (135 reviews) ✓ Verified | 
| **Dashboards** | 9.0 (48 reviews) | 8.8 (293 reviews) ✓ Verified | 8.6 (206 reviews) ✓ Verified | 

#### Self Service 

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Calculated Fields** | 9.1 (46 reviews) | 8.7 (288 reviews) ✓ Verified | 8.3 (162 reviews) ✓ Verified | 
| **Data Column Filtering** | 9.2 (45 reviews) | 8.8 (294 reviews) ✓ Verified | 8.2 (182 reviews) ✓ Verified | 
| **Data Discovery** | 9.0 (49 reviews) | 8.6 (282 reviews) ✓ Verified | 8.0 (179 reviews) ✓ Verified | 
| **Search** | 8.1 (44 reviews) | 8.3 (281 reviews) ✓ Verified | 7.9 (181 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.8 (46 reviews) | 8.4 (286 reviews) ✓ Verified | 8.2 (169 reviews) ✓ Verified | 
| **Automodeling** | 8.2 (42 reviews) | 7.4 (251 reviews) ✓ Verified | Feature Not Available | 

#### Advanced Analytics

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Predictive Analytics** | Feature Not Available | 7.3 (248 reviews) | 7.8 (116 reviews) ✓ Verified | 
| **Data Visualization** | 9.0 (49 reviews) | 8.4 (292 reviews) ✓ Verified | 8.7 (192 reviews) ✓ Verified | 
| **Big Data Services** | 8.3 (45 reviews) | 8.3 (267 reviews) ✓ Verified | 8.4 (130 reviews) ✓ Verified | 

#### Building Reports

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Data Transformation** | 8.5 (33 reviews) | 8.1 (111 reviews) ✓ Verified | 8.5 (84 reviews) ✓ Verified | 
| **Data Modeling** | 9.1 (33 reviews) | 7.8 (111 reviews) ✓ Verified | 8.3 (88 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 9.4 (30 reviews) | 8.2 (99 reviews) ✓ Verified | 7.7 (64 reviews) ✓ Verified | 
| **Integration APIs** | 7.0 (23 reviews) | 7.7 (94 reviews) ✓ Verified | 8.2 (57 reviews) ✓ Verified | 

#### Platform

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

### Data Visualization

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

#### Reports

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Reports Interface** | 9.0 (51 reviews) | 8.6 (293 reviews) ✓ Verified | 8.7 (212 reviews) ✓ Verified | 
| **Steps to Answer** | 8.9 (47 reviews) | 8.4 (281 reviews) ✓ Verified | 8.1 (167 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.0 (49 reviews) | 8.4 (300 reviews) ✓ Verified | 8.3 (215 reviews) ✓ Verified | 
| **Score Cards** | 8.6 (42 reviews) | 8.4 (265 reviews) ✓ Verified | 8.2 (135 reviews) ✓ Verified | 
| **Dashboards** | 9.0 (48 reviews) | 8.8 (293 reviews) ✓ Verified | 8.6 (206 reviews) ✓ Verified | 

#### Reports

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

#### Generative AI

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

#### Visualization

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

#### Data Updates

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

#### Collaboration

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

#### Data Updates

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Historical Snapshots** | 7.2 (27 reviews) | Not enough data | Not enough data | 
| **Real-Time Updating** | 8.5 (31 reviews) | Not enough data | Not enough data | 
| **Email Reports** | 9.0 (30 reviews) | Not enough data | Not enough data | 

### Analytics Platforms

| Product | Score | Reviews |
|---|---|---|
| **Omni Analytics** | 8.0/10 | 53 |
| **Sigma** | 8.1/10 | 398 |
| **Mode** | 8.3/10 | 242 |

#### Reports

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Reports Interface** | 9.0 (51 reviews) | 8.6 (293 reviews) ✓ Verified | 8.7 (212 reviews) ✓ Verified | 
| **Steps to Answer** | 8.9 (47 reviews) | 8.4 (281 reviews) ✓ Verified | 8.1 (167 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.0 (49 reviews) | 8.4 (300 reviews) ✓ Verified | 8.3 (215 reviews) ✓ Verified | 
| **Score Cards** | 8.6 (42 reviews) | 8.4 (265 reviews) ✓ Verified | 8.2 (135 reviews) ✓ Verified | 
| **Dashboards** | 9.0 (48 reviews) | 8.8 (293 reviews) ✓ Verified | 8.6 (206 reviews) ✓ Verified | 

#### Data Preparation

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Connectors** | 8.7 (35 reviews) | 8.3 (273 reviews) ✓ Verified | 8.4 (61 reviews) ✓ Verified | 
| **Data Governance** | 8.9 (35 reviews) | 8.3 (259 reviews) ✓ Verified | 8.1 (62 reviews) ✓ Verified | 

#### Data Modeling and Blending

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Data Querying** | 9.5 (38 reviews) | 8.5 (290 reviews) ✓ Verified | 9.3 (96 reviews) ✓ Verified | 
| **Data Filtering** | 9.2 (39 reviews) | 8.6 (293 reviews) ✓ Verified | 8.7 (93 reviews) ✓ Verified | 
| **Data Blending** | 8.8 (36 reviews) | 8.4 (275 reviews) ✓ Verified | 8.8 (70 reviews) ✓ Verified | 

#### Generative AI

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

#### Agentic AI - Analytics Platforms

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

#### Self Service 

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Calculated Fields** | 9.1 (46 reviews) | 8.7 (288 reviews) ✓ Verified | 8.3 (162 reviews) ✓ Verified | 
| **Data Column Filtering** | 9.2 (45 reviews) | 8.8 (294 reviews) ✓ Verified | 8.2 (182 reviews) ✓ Verified | 
| **Data Discovery** | 9.0 (49 reviews) | 8.6 (282 reviews) ✓ Verified | 8.0 (179 reviews) ✓ Verified | 
| **Search** | 8.1 (44 reviews) | 8.3 (281 reviews) ✓ Verified | 7.9 (181 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.8 (46 reviews) | 8.4 (286 reviews) ✓ Verified | 8.2 (169 reviews) ✓ Verified | 
| **Automodeling** | 8.2 (42 reviews) | 7.4 (251 reviews) ✓ Verified | Feature Not Available | 

#### Deployment & Integration - Analytics Platforms

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **No-code Dashboard Builder** | 9.4 (8 reviews) | 7.9 (29 reviews) | Not enough data | 
| **Report Scheduling and Automation** | 8.8 (8 reviews) | 8.2 (30 reviews) | Not enough data | 
| **Embedded Analytics and White-labeling** | 7.4 (7 reviews) | 8.1 (30 reviews) | Not enough data | 
| **Data Source Connectivity** | 9.3 (7 reviews) | 9.1 (35 reviews) | Not enough data | 

#### Advanced Analytics

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Predictive Analytics** | Feature Not Available | 7.3 (248 reviews) | 7.8 (116 reviews) ✓ Verified | 
| **Data Visualization** | 9.0 (49 reviews) | 8.4 (292 reviews) ✓ Verified | 8.7 (192 reviews) ✓ Verified | 
| **Big Data Services** | 8.3 (45 reviews) | 8.3 (267 reviews) ✓ Verified | 8.4 (130 reviews) ✓ Verified | 

#### Performance & Scalability - Analytics Platforms

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Large data handling and Query Speed** | 9.0 (8 reviews) | 8.0 (37 reviews) | Not enough data | 
| **Concurrent User Support** | 9.4 (8 reviews) | 8.5 (28 reviews) | Not enough data | 

#### Advanced Analytics & Modeling - Analytics Platforms

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Data Modeling and Governance** | 9.4 (6 reviews) | 8.1 (27 reviews) | Not enough data | 
| **Notebook and Script Integration** | 2.3 (5 reviews) | 8.0 (28 reviews) | Not enough data | 
| **Built-in Predictive and Statistical Models** | 4.7 (5 reviews) | 8.3 (29 reviews) | Not enough data | 

#### Agentic AI Capabilities - Analytics Platforms

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Auto-generated Insights and Narratives** | 7.7 (5 reviews) | 7.7 (27 reviews) | Not enough data | 
| **Natural Language Queries** | 7.8 (6 reviews) | 7.8 (29 reviews) | Not enough data | 
| **Proactive KPI Monitoring and Alerts** | 6.0 (5 reviews) | 7.8 (27 reviews) | Not enough data | 
| **AI Agents for Analytical Follow-ups** | 8.0 (5 reviews) | 7.7 (25 reviews) | Not enough data | 

#### Personalized Intelligence - Analytics Platforms

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

#### Building Reports

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Data Transformation** | 8.5 (33 reviews) | 8.1 (111 reviews) ✓ Verified | 8.5 (84 reviews) ✓ Verified | 
| **Data Modeling** | 9.1 (33 reviews) | 7.8 (111 reviews) ✓ Verified | 8.3 (88 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 9.4 (30 reviews) | 8.2 (99 reviews) ✓ Verified | 7.7 (64 reviews) ✓ Verified | 
| **Integration APIs** | 7.0 (23 reviews) | 7.7 (94 reviews) ✓ Verified | 8.2 (57 reviews) ✓ Verified | 

### Embedded Business Intelligence

| Product | Score | Reviews |
|---|---|---|
| **Omni Analytics** | 9.2/10 | 53 |
| **Sigma** | 8.3/10 | 346 |
| **Mode** | 8.4/10 | 238 |

#### Reports

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Reports Interface** | 9.0 (51 reviews) | 8.6 (293 reviews) ✓ Verified | 8.7 (212 reviews) ✓ Verified | 
| **Steps to Answer** | 8.9 (47 reviews) | 8.4 (281 reviews) ✓ Verified | 8.1 (167 reviews) ✓ Verified | 
| **Graphs and Charts** | 9.0 (49 reviews) | 8.4 (300 reviews) ✓ Verified | 8.3 (215 reviews) ✓ Verified | 
| **Score Cards** | 8.6 (42 reviews) | 8.4 (265 reviews) ✓ Verified | 8.2 (135 reviews) ✓ Verified | 
| **Dashboards** | 9.0 (48 reviews) | 8.8 (293 reviews) ✓ Verified | 8.6 (206 reviews) ✓ Verified | 

#### Self Service 

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Calculated Fields** | 9.1 (46 reviews) | 8.7 (288 reviews) ✓ Verified | 8.3 (162 reviews) ✓ Verified | 
| **Data Column Filtering** | 9.2 (45 reviews) | 8.8 (294 reviews) ✓ Verified | 8.2 (182 reviews) ✓ Verified | 
| **Data Discovery** | 9.0 (49 reviews) | 8.6 (282 reviews) ✓ Verified | 8.0 (179 reviews) ✓ Verified | 
| **Search** | 8.1 (44 reviews) | 8.3 (281 reviews) ✓ Verified | 7.9 (181 reviews) ✓ Verified | 
| **Collaboration / Workflow** | 8.8 (46 reviews) | 8.4 (286 reviews) ✓ Verified | 8.2 (169 reviews) ✓ Verified | 
| **Automodeling** | 8.2 (42 reviews) | 7.4 (251 reviews) ✓ Verified | Feature Not Available | 

#### Building Reports

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Data Transformation** | 8.5 (33 reviews) | 8.1 (111 reviews) ✓ Verified | 8.5 (84 reviews) ✓ Verified | 
| **Data Modeling** | 9.1 (33 reviews) | 7.8 (111 reviews) ✓ Verified | 8.3 (88 reviews) ✓ Verified | 
| **WYSIWYG Report Design** | 9.4 (30 reviews) | 8.2 (99 reviews) ✓ Verified | 7.7 (64 reviews) ✓ Verified | 
| **Integration APIs** | 7.0 (23 reviews) | 7.7 (94 reviews) ✓ Verified | 8.2 (57 reviews) ✓ Verified | 

### Digital Analytics

| Product | Score | Reviews |
|---|---|---|
| **Omni Analytics** | N/A | N/A |
| **Sigma** | N/A | N/A |
| **Mode** | 8.7/10 | 61 |

#### Metrics

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Sessions - Digital Analytics** | Not enough data | Not enough data | 9.1 (32 reviews) | 
| **Engagement** | Not enough data | Not enough data | 9.1 (34 reviews) | 
| **Entry and Exit Pages** | Not enough data | Not enough data | 8.3 (29 reviews) | 
| **Standard Event Tracking** | Not enough data | Not enough data | 8.8 (31 reviews) | 
| **Custom Event Tracking** | Not enough data | Not enough data | 8.9 (31 reviews) | 
| **Retention** | Not enough data | Not enough data | 8.7 (33 reviews) | 
| **Return** | Not enough data | Not enough data | 8.6 (25 reviews) | 
| **Conversions** | Not enough data | Not enough data | 8.6 (33 reviews) | 
| **Funnels** | Not enough data | Not enough data | 8.6 (36 reviews) | 

#### Reporting

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Real-Time Reporting** | Not enough data | Not enough data | 8.9 (44 reviews) | 
| **Trending** | Not enough data | Not enough data | 8.7 (39 reviews) | 
| **Retroactive Reporting** | Not enough data | Not enough data | 9.2 (42 reviews) | 
| **Segmentation** | Not enough data | Not enough data | 8.7 (38 reviews) | 
| **Mobile Reporting** | Not enough data | Not enough data | 8.7 (21 reviews) | 
| **Unification Across Devices** | Not enough data | Not enough data | 9.1 (29 reviews) | 
| **Custom Reports and Dashboards** | Not enough data | Not enough data | 9.0 (49 reviews) | 

#### Other

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **User Data** | Not enough data | Not enough data | 8.8 (39 reviews) | 
| **Site Search Reporting** | Not enough data | Not enough data | 8.1 (29 reviews) | 
| **Load Time Monitoring** | Not enough data | Not enough data | 8.3 (31 reviews) | 
| **Campaign Tracking** | Not enough data | Not enough data | 8.6 (32 reviews) | 
| **E-Commerce** | Not enough data | Not enough data | 8.6 (27 reviews) | 
| **Promotional Messages** | Not enough data | Not enough data | 8.3 (23 reviews) | 
| **Administration Alerts** | Not enough data | Not enough data | 8.5 (27 reviews) | 

#### Agentic AI - Digital Analytics

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | Not enough data | Not enough data | 
| **Decision Making** | Not enough data | Not enough data | Not enough data | 

#### Administration

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **API / Integrations** | Not enough data | Not enough data | 9.0 (38 reviews) | 
| **QA Testing** | Not enough data | Not enough data | 8.6 (32 reviews) | 
| **Performance and Reliability** | Not enough data | Not enough data | 9.0 (53 reviews) | 
| **User, Role, and Access Management** | Not enough data | Not enough data | 9.0 (49 reviews) | 

### Semantic Layer Tools

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

#### Deployment & Integration - Semantic Layer Tools

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

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

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

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

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

#### Performance Optimization - Semantic Layer Tools

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

#### Governance - Semantic Layer Tools

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

#### Advanced Intelligence - Semantic Layer Tools

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

#### Agentic AI Enablement - Semantic Layer Tools

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

### Marketing Analytics

| Product | Score | Reviews |
|---|---|---|
| **Omni Analytics** | N/A | N/A |
| **Sigma** | N/A | N/A |
| **Mode** | 8.6/10 | 46 |

#### Marketing Operations

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **ROI Tracking** | Not enough data | Not enough data | 8.9 (31 reviews) ✓ Verified | 
| **Data Collection** | Not enough data | Not enough data | 8.3 (35 reviews) ✓ Verified | 
| **Customer Insights** | Not enough data | Not enough data | 8.5 (36 reviews) ✓ Verified | 
| **Multi-User Access** | Not enough data | Not enough data | 8.8 (37 reviews) ✓ Verified | 
| **Spend Management** | Not enough data | Not enough data | Feature Not Available | 
| **White Label** | Not enough data | Not enough data | Feature Not Available | 

#### Campaign Activity

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Campaign Insights** | Not enough data | Not enough data | 8.7 (38 reviews) ✓ Verified | 
| **Reports and Dashboards** | Not enough data | Not enough data | 9.1 (42 reviews) ✓ Verified | 
| **Campaign Stickiness** | Not enough data | Not enough data | 8.3 (29 reviews) ✓ Verified | 
| **Multichannel Tracking** | Not enough data | Not enough data | 8.3 (34 reviews) ✓ Verified | 
| **Brand Optimization** | Not enough data | Not enough data | 8.5 (28 reviews) ✓ Verified | 
| **Predictive Analytics** | Not enough data | Not enough data | 8.9 (19 reviews) ✓ Verified | 

#### Agentic AI - Marketing Analytics

| Feature | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | 
| **Cross-system Integration** | Not enough data | Not enough data | Not enough data | 
| **Proactive Assistance** | Not enough data | 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 Mode (2):** [Marketing Analytics Software](https://www.g2.com/categories/marketing-analytics), [Digital Analytics Software](https://www.g2.com/categories/digital-analytics)


---
## Reviewer Demographics

### By Company Size

| Segment | Omni Analytics | Sigma | Mode | 
|---|---|---|---|
| **Small-Business** | 43.5% | 20.1% | 24.8% | 
| **Mid-Market** | 43.5% | 59.3% | 46.4% | 
| **Enterprise** | 12.9% | 20.6% | 28.8% | 

### 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:** 15.6%
- **Computer Software:** 11.6%
- **Financial Services:** 9.5%
- **Marketing and Advertising:** 4.8%
- **Consumer Services:** 4.4%
- **Real Estate:** 3.6%
- **Logistics and Supply Chain:** 3.2%
- **Hospital & Health Care:** 2.7%
- **Health, Wellness and Fitness:** 2.7%
- **Food & Beverages:** 2.7%
- **Other:** 39.4%

#### Mode

- **Information Technology and Services:** 14.1%
- **Computer Software:** 13.8%
- **Financial Services:** 7.5%
- **Internet:** 6.6%
- **Transportation/Trucking/Railroad:** 4.4%
- **Real Estate:** 4.1%
- **Marketing and Advertising:** 3.4%
- **Consumer Services:** 3.4%
- **Retail:** 3.1%
- **Market Research:** 3.1%
- **Other:** 36.4%

---
## Alternatives

### Alternatives to Omni Analytics

- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1642 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (392 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1628 reviews)
- [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) — 4.4/5 stars (330 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Data Studio](https://www.g2.com/products/data-studio/reviews) — 4.4/5 stars (475 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)

### Alternatives to Sigma

- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1642 reviews)
- [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) — 4.4/5 stars (330 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (692 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1628 reviews)
- [Metabase](https://www.g2.com/products/metabase/reviews) — 4.4/5 stars (145 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)

### Alternatives to Mode

- [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1642 reviews)
- [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3653 reviews)
- [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1062 reviews)
- [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews)
- [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (392 reviews)
- [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) — 4.4/5 stars (330 reviews)
- [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews)
- [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (692 reviews)
- [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1628 reviews)
- [Metabase](https://www.g2.com/products/metabase/reviews) — 4.4/5 stars (145 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..."

### Mode

- Title: [Can we make a dashboard out of mode analytics?](https://www.g2.com/discussions/27856-can-we-make-a-dashboard-out-of-mode-analytics) — 2 comments
  > **Top comment:** "Yes"
- Title: [How do i average on charts without averaging averages](https://www.g2.com/discussions/how-do-i-average-on-charts-without-averaging-averages) — 2 comments, 1 upvote *(includes official response)*
  > **Top comment:** "You can average on charts without averaging averages by returning the unaggregated result set, and then applying our average function on the desired..."
- Title: [Why do companies choose Mode over Periscope Data?](https://www.g2.com/discussions/why-do-companies-choose-mode-over-periscope-data) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Mode better supports analysts and data scientists with full R and Python notebooks and an editing environment that supports multiple queries and..."
- Title: [Why do companies choose Mode over Tableau?](https://www.g2.com/discussions/why-do-companies-choose-mode-over-tableau) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Extracts without any of the hassle. 
Advanced analysis with Python and R notebooks. 
Flexibility to build internal applications on top of your data. 
Easy..."
- Title: [Why do companies choose Mode over Looker?](https://www.g2.com/discussions/why-do-companies-choose-mode-over-looker) — 1 comment, 1 upvote *(includes official response)*
  > **Top comment:** "Put simply, data teams move faster in Mode. In Looker, teams have to decide upfront how to model their data, instead of working with data first and then..."

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