# 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. | | Omni Analytics | Sigma | |---|---|---| | **Star Rating** | 4.8 out of 5 | 4.4 out of 5 | | **Total Reviews** | 64 | 557 | | **Largest Market Segment** | Small-Business (44.3% of reviews) | Mid-Market (59.3% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | --- ## 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 (60 reviews) | 8.6 (441 reviews) | | **Ease of Use** | 8.7 (61 reviews) | 8.5 (450 reviews) | | **Ease of Setup** | 8.8 (44 reviews) | 8.9 (268 reviews) | | **Ease of Admin** | 8.9 (36 reviews) | 8.5 (157 reviews) | | **Quality of Support** | 9.9 (58 reviews) | 9.1 (394 reviews) | | **Has the product been a good partner in doing business?** | 9.9 (38 reviews) | 9.1 (157 reviews) | | **Product Direction (% positive)** | 9.6 (57 reviews) | 9.3 (428 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 | 52 | | **Sigma** | 8.2/10 | 349 | #### Reports | Feature | Omni Analytics | Sigma | |---|---|---| | **Reports Interface** | 9.0 (51 reviews) | 8.6 (293 reviews) ✓ Verified | | **Steps to Answer** | 8.9 (47 reviews) | 8.4 (281 reviews) ✓ Verified | | **Graphs and Charts** | 9.0 (48 reviews) | 8.4 (300 reviews) ✓ Verified | | **Score Cards** | 8.6 (42 reviews) | 8.4 (265 reviews) ✓ Verified | | **Dashboards** | 9.0 (47 reviews) | 8.8 (293 reviews) ✓ Verified | #### Self Service | Feature | Omni Analytics | Sigma | |---|---|---| | **Calculated Fields** | 9.1 (46 reviews) | 8.7 (288 reviews) ✓ Verified | | **Data Column Filtering** | 9.2 (45 reviews) | 8.8 (294 reviews) ✓ Verified | | **Data Discovery** | 9.0 (49 reviews) | 8.6 (282 reviews) ✓ Verified | | **Search** | 8.1 (44 reviews) | 8.3 (281 reviews) ✓ Verified | | **Collaboration / Workflow** | 8.8 (46 reviews) | 8.4 (286 reviews) ✓ Verified | | **Automodeling** | 8.2 (42 reviews) | 7.4 (251 reviews) ✓ Verified | #### Advanced Analytics | Feature | Omni Analytics | Sigma | |---|---|---| | **Predictive Analytics** | Feature Not Available | 7.3 (248 reviews) | | **Data Visualization** | 9.0 (48 reviews) | 8.4 (292 reviews) ✓ Verified | | **Big Data Services** | 8.3 (45 reviews) | 8.3 (267 reviews) ✓ Verified | #### 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) ✓ Verified | #### 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 | ### Data Visualization | Product | Score | Reviews | |---|---|---| | **Omni Analytics** | 8.5/10 | 52 | | **Sigma** | N/A | N/A | #### Reports | Feature | Omni Analytics | Sigma | |---|---|---| | **Reports Interface** | 9.0 (51 reviews) | 8.6 (293 reviews) ✓ Verified | | **Steps to Answer** | 8.9 (47 reviews) | 8.4 (281 reviews) ✓ Verified | | **Graphs and Charts** | 9.0 (48 reviews) | 8.4 (300 reviews) ✓ Verified | | **Score Cards** | 8.6 (42 reviews) | 8.4 (265 reviews) ✓ Verified | | **Dashboards** | 9.0 (47 reviews) | 8.8 (293 reviews) ✓ Verified | #### 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 | #### 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 | #### 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 | | **Email Reports** | 9.0 (30 reviews) | Not enough data | ### Analytics Platforms | Product | Score | Reviews | |---|---|---| | **Omni Analytics** | 8.0/10 | 52 | | **Sigma** | 8.1/10 | 398 | #### Reports | Feature | Omni Analytics | Sigma | |---|---|---| | **Reports Interface** | 9.0 (51 reviews) | 8.6 (293 reviews) ✓ Verified | | **Steps to Answer** | 8.9 (47 reviews) | 8.4 (281 reviews) ✓ Verified | | **Graphs and Charts** | 9.0 (48 reviews) | 8.4 (300 reviews) ✓ Verified | | **Score Cards** | 8.6 (42 reviews) | 8.4 (265 reviews) ✓ Verified | | **Dashboards** | 9.0 (47 reviews) | 8.8 (293 reviews) ✓ Verified | #### Data Preparation | Feature | Omni Analytics | Sigma | |---|---|---| | **Connectors** | 8.7 (35 reviews) | 8.3 (273 reviews) ✓ Verified | | **Data Governance** | 8.9 (35 reviews) | 8.3 (259 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 | #### 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 | #### 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) | #### Self Service | Feature | Omni Analytics | Sigma | |---|---|---| | **Calculated Fields** | 9.1 (46 reviews) | 8.7 (288 reviews) ✓ Verified | | **Data Column Filtering** | 9.2 (45 reviews) | 8.8 (294 reviews) ✓ Verified | | **Data Discovery** | 9.0 (49 reviews) | 8.6 (282 reviews) ✓ Verified | | **Search** | 8.1 (44 reviews) | 8.3 (281 reviews) ✓ Verified | | **Collaboration / Workflow** | 8.8 (46 reviews) | 8.4 (286 reviews) ✓ Verified | | **Automodeling** | 8.2 (42 reviews) | 7.4 (251 reviews) ✓ Verified | #### 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) | 8.2 (30 reviews) | | **Embedded Analytics and White-labeling** | 7.4 (7 reviews) | 8.1 (30 reviews) | | **Data Source Connectivity** | 9.3 (7 reviews) | 9.1 (35 reviews) | #### Advanced Analytics | Feature | Omni Analytics | Sigma | |---|---|---| | **Predictive Analytics** | Feature Not Available | 7.3 (248 reviews) | | **Data Visualization** | 9.0 (48 reviews) | 8.4 (292 reviews) ✓ Verified | | **Big Data Services** | 8.3 (45 reviews) | 8.3 (267 reviews) ✓ Verified | #### Performance & Scalability - Analytics Platforms | Feature | Omni Analytics | Sigma | |---|---|---| | **Large data handling and Query Speed** | 9.0 (8 reviews) | 8.0 (37 reviews) | | **Concurrent User Support** | 9.4 (8 reviews) | 8.5 (28 reviews) | #### 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) | 7.8 (29 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) | #### 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) ✓ Verified | ### Embedded Business Intelligence | Product | Score | Reviews | |---|---|---| | **Omni Analytics** | 9.2/10 | 52 | | **Sigma** | 8.3/10 | 346 | #### Reports | Feature | Omni Analytics | Sigma | |---|---|---| | **Reports Interface** | 9.0 (51 reviews) | 8.6 (293 reviews) ✓ Verified | | **Steps to Answer** | 8.9 (47 reviews) | 8.4 (281 reviews) ✓ Verified | | **Graphs and Charts** | 9.0 (48 reviews) | 8.4 (300 reviews) ✓ Verified | | **Score Cards** | 8.6 (42 reviews) | 8.4 (265 reviews) ✓ Verified | | **Dashboards** | 9.0 (47 reviews) | 8.8 (293 reviews) ✓ Verified | #### Self Service | Feature | Omni Analytics | Sigma | |---|---|---| | **Calculated Fields** | 9.1 (46 reviews) | 8.7 (288 reviews) ✓ Verified | | **Data Column Filtering** | 9.2 (45 reviews) | 8.8 (294 reviews) ✓ Verified | | **Data Discovery** | 9.0 (49 reviews) | 8.6 (282 reviews) ✓ Verified | | **Search** | 8.1 (44 reviews) | 8.3 (281 reviews) ✓ Verified | | **Collaboration / Workflow** | 8.8 (46 reviews) | 8.4 (286 reviews) ✓ Verified | | **Automodeling** | 8.2 (42 reviews) | 7.4 (251 reviews) ✓ Verified | #### 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) ✓ Verified | ### 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) --- ## Reviewer Demographics ### By Company Size | Segment | Omni Analytics | Sigma | |---|---|---| | **Small-Business** | 44.3% | 20.1% | | **Mid-Market** | 42.6% | 59.3% | | **Enterprise** | 13.1% | 20.6% | ### By Industry #### Omni Analytics - **Computer Software:** 24.2% - **Information Technology and Services:** 14.5% - **Marketing and Advertising:** 8.1% - **Consulting:** 4.8% - **Consumer Goods:** 4.8% - **Health, Wellness and Fitness:** 4.8% - **Accounting:** 3.2% - **Consumer Services:** 3.2% - **Financial Services:** 3.2% - **Food & Beverages:** 3.2% - **Other:** 25.8% #### 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% --- ## Alternatives ### Alternatives to Omni Analytics - [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1629 reviews) - [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (927 reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3619 reviews) - [Hex](https://www.g2.com/products/hex-tech-hex/reviews) — 4.5/5 stars (382 reviews) - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1602 reviews) - [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) — 4.4/5 stars (327 reviews) - [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1002 reviews) - [Looker Studio](https://www.g2.com/products/looker-studio/reviews) — 4.4/5 stars (472 reviews) - [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews) - [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1050 reviews) ### Alternatives to Sigma - [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3619 reviews) - [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1629 reviews) - [Mode](https://www.g2.com/products/mode-mode/reviews) — 4.5/5 stars (330 reviews) - [ThoughtSpot](https://www.g2.com/products/thoughtspot/reviews) — 4.4/5 stars (327 reviews) - [Amazon QuickSight](https://www.g2.com/products/amazon-quicksight/reviews) — 4.3/5 stars (688 reviews) - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1602 reviews) - [Metabase](https://www.g2.com/products/metabase/reviews) — 4.4/5 stars (143 reviews) - [Sisense](https://www.g2.com/products/sisense/reviews) — 4.2/5 stars (1050 reviews) - [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1002 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)