# MAXQDA, Altair AI Studio, Sisense vs Zoho Analytics Comparison | | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Star Rating** | 4.5 out of 5 | 4.6 out of 5 | 4.2 out of 5 | 4.2 out of 5 | | **Total Reviews** | 38 | 516 | 1,057 | 285 | | **Largest Market Segment** | Small-Business (65.7% of reviews) | Small-Business (42.4% of reviews) | Mid-Market (57.4% of reviews) | Small-Business (51.1% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | $399.00 Per Month | $0.00 Per Month | --- ## Top Pros & Cons ### MAXQDA Pros: - Reliability (1 reviews) - Setup Ease (1 reviews) Cons: - Learning Curve (1 reviews) - Licensing Issues (1 reviews) ### Altair AI Studio Pros: - Ease of Use (9 reviews) - Machine Learning (8 reviews) Cons: - Complexity (4 reviews) - Large Dataset Handling (3 reviews) ### Sisense Pros: - Ease of Use (81 reviews) - Data Visualization (50 reviews) Cons: - Learning Curve (37 reviews) - Missing Features (28 reviews) ### Zoho Analytics Pros: - Ease of Use (39 reviews) - Analytics (34 reviews) Cons: - Learning Curve (22 reviews) - Limited Customization (14 reviews) --- ## Ratings Comparison | Rating | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Meets Requirements** | 8.8 (25 reviews) | 8.6 (426 reviews) | 8.2 (828 reviews) | 8.2 (250 reviews) | | **Ease of Use** | 8.4 (27 reviews) | 8.8 (425 reviews) | 8.3 (839 reviews) | 8.0 (255 reviews) | | **Ease of Setup** | 7.3 (5 reviews) | 9.0 (128 reviews) | 7.7 (526 reviews) | 8.1 (155 reviews) | | **Ease of Admin** | Not enough data | 8.4 (104 reviews) | 8.0 (522 reviews) | 8.2 (137 reviews) | | **Quality of Support** | 8.5 (18 reviews) | 8.5 (354 reviews) | 8.3 (782 reviews) | 8.1 (229 reviews) | | **Has the product been a good partner in doing business?** | Not enough data | 8.9 (93 reviews) | 8.7 (511 reviews) | 8.5 (131 reviews) | | **Product Direction (% positive)** | 8.0 (23 reviews) | 8.8 (412 reviews) | 7.9 (804 reviews) | 8.7 (251 reviews) | --- ## Pricing ### MAXQDA #### Entry-Level Pricing No pricing available #### Free Trial Yes ### Altair AI Studio #### Entry-Level Pricing No pricing available #### Free Trial Yes ### Sisense #### Entry-Level Pricing Plan: Launch Price: $399.00 Per Month Description: Launch your product with embedded analytics using Compose SDK. Including: 20GB of storage 20K credits 2 designer seats 50 viewer seats Key Features: - Data connectivity & modeling (any source) - Dashboards & Widgets - Sisense intelligence [Browse all 3 editions](https://www.g2.com/products/sisense/pricing) #### Free Trial Yes ### Zoho Analytics #### Entry-Level Pricing Plan: Free Price: $0.00 Per Month Description: 0.1 million rows, 2 users. Key Features: - 5 Workspaces - Unlimited reports and dashboards - 3 scheduled imports [Browse all 5 editions](https://www.g2.com/products/zoho-analytics/pricing) #### Free Trial Yes --- ## Features Comparison By Category ### Business Intelligence | Product | Score | Reviews | |---|---|---| | **MAXQDA** | 8.5/10 | 23 | | **Altair AI Studio** | N/A | N/A | | **Sisense** | 7.9/10 | 697 | | **Zoho Analytics** | 8.0/10 | 199 | #### Reports | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Reports Interface** | 8.3 (16 reviews) | Not enough data | 8.3 (550 reviews) ✓ Verified | 8.1 (182 reviews) ✓ Verified | | **Steps to Answer** | 8.5 (10 reviews) | Not enough data | 7.7 (503 reviews) ✓ Verified | 8.0 (163 reviews) ✓ Verified | | **Graphs and Charts** | 8.7 (18 reviews) | Not enough data | 8.4 (565 reviews) ✓ Verified | 8.5 (176 reviews) ✓ Verified | | **Score Cards** | 8.3 (9 reviews) | Not enough data | 8.0 (455 reviews) ✓ Verified | 8.1 (113 reviews) | | **Dashboards** | 8.8 (13 reviews) | Not enough data | 8.6 (560 reviews) ✓ Verified | 8.3 (177 reviews) ✓ Verified | #### Self Service | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Calculated Fields** | Not enough data | Not enough data | 8.0 (543 reviews) ✓ Verified | 8.3 (166 reviews) ✓ Verified | | **Data Column Filtering** | Not enough data | Not enough data | 8.2 (544 reviews) ✓ Verified | 8.4 (169 reviews) ✓ Verified | | **Data Discovery** | Not enough data | Not enough data | 7.9 (521 reviews) ✓ Verified | 8.0 (154 reviews) ✓ Verified | | **Search** | Not enough data | Not enough data | 7.7 (493 reviews) ✓ Verified | 8.0 (153 reviews) ✓ Verified | | **Collaboration / Workflow** | Not enough data | Not enough data | 7.5 (478 reviews) ✓ Verified | 7.8 (144 reviews) ✓ Verified | | **Automodeling** | Not enough data | Not enough data | Feature Not Available | 7.6 (119 reviews) ✓ Verified | #### Advanced Analytics | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Predictive Analytics** | Not enough data | Not enough data | 6.9 (286 reviews) ✓ Verified | 8.4 (89 reviews) | | **Data Visualization** | Not enough data | Not enough data | 8.5 (538 reviews) ✓ Verified | 8.5 (161 reviews) | | **Big Data Services** | Not enough data | Not enough data | 7.6 (416 reviews) ✓ Verified | 7.8 (130 reviews) | #### Building Reports | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Data Transformation** | Not enough data | Not enough data | Feature Not Available | 8.0 (133 reviews) ✓ Verified | | **Data Modeling** | Not enough data | Not enough data | Feature Not Available | 8.0 (125 reviews) ✓ Verified | | **WYSIWYG Report Design** | Not enough data | Not enough data | 7.9 (355 reviews) ✓ Verified | 8.1 (120 reviews) ✓ Verified | | **Integration APIs** | Not enough data | Not enough data | 7.7 (343 reviews) ✓ Verified | 8.2 (112 reviews) ✓ Verified | #### Platform | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Mobile User Support** | Not enough data | Not enough data | Not enough data | Not enough data | | **Customization ** | Not enough data | Not enough data | Not enough data | Not enough data | | **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | Not enough data | | **Internationalization** | Not enough data | Not enough data | Not enough data | Not enough data | | **Sandbox / Test Environments** | Not enough data | Not enough data | Not enough data | Not enough data | | **Performance and Reliability** | Not enough data | Not enough data | Not enough data | Not enough data | | **Breadth of Partner Applications** | Not enough data | Not enough data | Not enough data | Not enough data | ### Data Visualization | Product | Score | Reviews | |---|---|---| | **MAXQDA** | 8.5/10 | 23 | | **Altair AI Studio** | N/A | N/A | | **Sisense** | 7.4/10 | 610 | | **Zoho Analytics** | 8.3/10 | 196 | #### Reports | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Reports Interface** | 8.3 (16 reviews) | Not enough data | 8.3 (550 reviews) ✓ Verified | 8.1 (182 reviews) ✓ Verified | | **Steps to Answer** | 8.5 (10 reviews) | Not enough data | 7.7 (503 reviews) ✓ Verified | 8.0 (163 reviews) ✓ Verified | | **Graphs and Charts** | 8.7 (18 reviews) | Not enough data | 8.4 (565 reviews) ✓ Verified | 8.5 (176 reviews) ✓ Verified | | **Score Cards** | 8.3 (9 reviews) | Not enough data | 8.0 (455 reviews) ✓ Verified | 8.1 (113 reviews) | | **Dashboards** | 8.8 (13 reviews) | Not enough data | 8.6 (560 reviews) ✓ Verified | 8.3 (177 reviews) ✓ Verified | #### Reports | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Reports Interface** | Not enough data | Not enough data | 7.4 (13 reviews) | Not enough data | | **Share Reports** | Not enough data | Not enough data | 7.1 (14 reviews) | Not enough data | | **Steps to Answer** | Not enough data | Not enough data | 6.7 (13 reviews) | Not enough data | #### Generative AI | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | 6.0 (10 reviews) | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | 5.6 (9 reviews) | Not enough data | #### Visualization | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Graphs and Charts** | Not enough data | Not enough data | 8.1 (17 reviews) | Not enough data | | **Score Cards** | Not enough data | Not enough data | 7.8 (13 reviews) | Not enough data | | **Dashboards** | Not enough data | Not enough data | 7.7 (17 reviews) | Not enough data | | **Formats** | Not enough data | Not enough data | 7.5 (14 reviews) | Not enough data | #### Data Updates | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Historical Snapshots** | Not enough data | Not enough data | 7.4 (12 reviews) | Not enough data | | **Real-Time Updating** | Not enough data | Not enough data | 8.1 (14 reviews) | Not enough data | #### Collaboration | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Sharing** | Not enough data | Not enough data | 7.4 (14 reviews) | Not enough data | | **Co-Editing** | Not enough data | Not enough data | 6.8 (15 reviews) | Not enough data | | **Devices** | Not enough data | Not enough data | 6.9 (14 reviews) | Not enough data | #### Data Updates | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Historical Snapshots** | 8.3 (8 reviews) | Not enough data | 6.8 (16 reviews) | Not enough data | | **Real-Time Updating** | 9.0 (8 reviews) | Not enough data | 8.0 (19 reviews) | 6.7 (5 reviews) | | **Email Reports** | 8.0 (5 reviews) | Not enough data | 6.9 (19 reviews) | Not enough data | ### Analytics Platforms | Product | Score | Reviews | |---|---|---| | **MAXQDA** | N/A | N/A | | **Altair AI Studio** | N/A | N/A | | **Sisense** | 6.8/10 | 769 | | **Zoho Analytics** | 8.3/10 | 203 | #### Reports | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Reports Interface** | 8.3 (16 reviews) | Not enough data | 8.3 (550 reviews) ✓ Verified | 8.1 (182 reviews) ✓ Verified | | **Steps to Answer** | 8.5 (10 reviews) | Not enough data | 7.7 (503 reviews) ✓ Verified | 8.0 (163 reviews) ✓ Verified | | **Graphs and Charts** | 8.7 (18 reviews) | Not enough data | 8.4 (565 reviews) ✓ Verified | 8.5 (176 reviews) ✓ Verified | | **Score Cards** | 8.3 (9 reviews) | Not enough data | 8.0 (455 reviews) ✓ Verified | 8.1 (113 reviews) | | **Dashboards** | 8.8 (13 reviews) | Not enough data | 8.6 (560 reviews) ✓ Verified | 8.3 (177 reviews) ✓ Verified | #### Data Preparation | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Connectors** | Not enough data | Not enough data | 7.8 (328 reviews) ✓ Verified | 8.3 (83 reviews) | | **Data Governance** | Not enough data | Not enough data | 7.5 (303 reviews) ✓ Verified | Feature Not Available | #### Data Modeling and Blending | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Data Querying** | Not enough data | Not enough data | 7.9 (343 reviews) ✓ Verified | 8.3 (81 reviews) | | **Data Filtering** | Not enough data | Not enough data | 8.1 (350 reviews) ✓ Verified | 8.5 (87 reviews) | | **Data Blending** | Not enough data | Not enough data | 7.8 (337 reviews) ✓ Verified | 8.4 (81 reviews) | #### Generative AI | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | 6.1 (144 reviews) | 7.9 (13 reviews) | | **AI Text Summarization** | Not enough data | Not enough data | 6.2 (144 reviews) | 8.1 (13 reviews) | #### Agentic AI - Analytics Platforms | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | 3.7 (5 reviews) | Not enough data | | **Multi-step Planning** | Not enough data | Not enough data | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | Not enough data | Not enough data | | **Adaptive Learning** | Not enough data | Not enough data | Not enough data | Not enough data | | **Natural Language Interaction** | Not enough data | Not enough data | 4.7 (5 reviews) | Not enough data | | **Proactive Assistance** | Not enough data | Not enough data | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | Not enough data | Not enough data | #### Self Service | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Calculated Fields** | Not enough data | Not enough data | 8.0 (543 reviews) ✓ Verified | 8.3 (166 reviews) ✓ Verified | | **Data Column Filtering** | Not enough data | Not enough data | 8.2 (544 reviews) ✓ Verified | 8.4 (169 reviews) ✓ Verified | | **Data Discovery** | Not enough data | Not enough data | 7.9 (521 reviews) ✓ Verified | 8.0 (154 reviews) ✓ Verified | | **Search** | Not enough data | Not enough data | 7.7 (493 reviews) ✓ Verified | 8.0 (153 reviews) ✓ Verified | | **Collaboration / Workflow** | Not enough data | Not enough data | 7.5 (478 reviews) ✓ Verified | 7.8 (144 reviews) ✓ Verified | | **Automodeling** | Not enough data | Not enough data | Feature Not Available | 7.6 (119 reviews) ✓ Verified | #### Deployment & Integration - Analytics Platforms | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **No-code Dashboard Builder** | Not enough data | Not enough data | 6.0 (5 reviews) | Not enough data | | **Report Scheduling and Automation** | Not enough data | Not enough data | 6.7 (5 reviews) | Not enough data | | **Embedded Analytics and White-labeling** | Not enough data | Not enough data | 5.7 (5 reviews) | Not enough data | | **Data Source Connectivity** | Not enough data | Not enough data | 7.2 (6 reviews) | 9.0 (8 reviews) | #### Advanced Analytics | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Predictive Analytics** | Not enough data | Not enough data | 6.9 (286 reviews) ✓ Verified | 8.4 (89 reviews) | | **Data Visualization** | Not enough data | Not enough data | 8.5 (538 reviews) ✓ Verified | 8.5 (161 reviews) | | **Big Data Services** | Not enough data | Not enough data | 7.6 (416 reviews) ✓ Verified | 7.8 (130 reviews) | #### Performance & Scalability - Analytics Platforms | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Large data handling and Query Speed** | Not enough data | Not enough data | 6.7 (5 reviews) | Not enough data | | **Concurrent User Support** | Not enough data | Not enough data | 7.2 (6 reviews) | Not enough data | #### Advanced Analytics & Modeling - Analytics Platforms | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Data Modeling and Governance** | Not enough data | Not enough data | 6.7 (5 reviews) | Not enough data | | **Notebook and Script Integration** | Not enough data | Not enough data | 5.3 (5 reviews) | Not enough data | | **Built-in Predictive and Statistical Models** | Not enough data | Not enough data | Not enough data | Not enough data | #### Agentic AI Capabilities - Analytics Platforms | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Auto-generated Insights and Narratives** | Not enough data | Not enough data | 3.7 (5 reviews) | Not enough data | | **Natural Language Queries** | Not enough data | Not enough data | 5.3 (5 reviews) | Not enough data | | **Proactive KPI Monitoring and Alerts** | Not enough data | Not enough data | 4.7 (5 reviews) | Not enough data | | **AI Agents for Analytical Follow-ups** | Not enough data | Not enough data | Not enough data | Not enough data | #### Personalized Intelligence - Analytics Platforms | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Behavioral Learning for Contextual Query Refinement** | Not enough data | Not enough data | 3.7 (5 reviews) | Not enough data | | **Role-based Insight Personalization** | Not enough data | Not enough data | 4.7 (6 reviews) | Not enough data | | **Conversational and Prompt-based Analytics** | Not enough data | Not enough data | 3.7 (5 reviews) | Not enough data | #### Building Reports | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Data Transformation** | Not enough data | Not enough data | Feature Not Available | 8.0 (133 reviews) ✓ Verified | | **Data Modeling** | Not enough data | Not enough data | Feature Not Available | 8.0 (125 reviews) ✓ Verified | | **WYSIWYG Report Design** | Not enough data | Not enough data | 7.9 (355 reviews) ✓ Verified | 8.1 (120 reviews) ✓ Verified | | **Integration APIs** | Not enough data | Not enough data | 7.7 (343 reviews) ✓ Verified | 8.2 (112 reviews) ✓ Verified | ### Embedded Business Intelligence | Product | Score | Reviews | |---|---|---| | **MAXQDA** | N/A | N/A | | **Altair AI Studio** | N/A | N/A | | **Sisense** | 8.0/10 | 696 | | **Zoho Analytics** | 8.0/10 | 199 | #### Reports | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Reports Interface** | 8.3 (16 reviews) | Not enough data | 8.3 (550 reviews) ✓ Verified | 8.1 (182 reviews) ✓ Verified | | **Steps to Answer** | 8.5 (10 reviews) | Not enough data | 7.7 (503 reviews) ✓ Verified | 8.0 (163 reviews) ✓ Verified | | **Graphs and Charts** | 8.7 (18 reviews) | Not enough data | 8.4 (565 reviews) ✓ Verified | 8.5 (176 reviews) ✓ Verified | | **Score Cards** | 8.3 (9 reviews) | Not enough data | 8.0 (455 reviews) ✓ Verified | 8.1 (113 reviews) | | **Dashboards** | 8.8 (13 reviews) | Not enough data | 8.6 (560 reviews) ✓ Verified | 8.3 (177 reviews) ✓ Verified | #### Self Service | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Calculated Fields** | Not enough data | Not enough data | 8.0 (543 reviews) ✓ Verified | 8.3 (166 reviews) ✓ Verified | | **Data Column Filtering** | Not enough data | Not enough data | 8.2 (544 reviews) ✓ Verified | 8.4 (169 reviews) ✓ Verified | | **Data Discovery** | Not enough data | Not enough data | 7.9 (521 reviews) ✓ Verified | 8.0 (154 reviews) ✓ Verified | | **Search** | Not enough data | Not enough data | 7.7 (493 reviews) ✓ Verified | 8.0 (153 reviews) ✓ Verified | | **Collaboration / Workflow** | Not enough data | Not enough data | 7.5 (478 reviews) ✓ Verified | 7.8 (144 reviews) ✓ Verified | | **Automodeling** | Not enough data | Not enough data | Feature Not Available | 7.6 (119 reviews) ✓ Verified | #### Building Reports | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Data Transformation** | Not enough data | Not enough data | Feature Not Available | 8.0 (133 reviews) ✓ Verified | | **Data Modeling** | Not enough data | Not enough data | Feature Not Available | 8.0 (125 reviews) ✓ Verified | | **WYSIWYG Report Design** | Not enough data | Not enough data | 7.9 (355 reviews) ✓ Verified | 8.1 (120 reviews) ✓ Verified | | **Integration APIs** | Not enough data | Not enough data | 7.7 (343 reviews) ✓ Verified | 8.2 (112 reviews) ✓ Verified | ### Data Science and Machine Learning Platforms | Product | Score | Reviews | |---|---|---| | **MAXQDA** | N/A | N/A | | **Altair AI Studio** | 7.9/10 | 74 | | **Sisense** | N/A | N/A | | **Zoho Analytics** | N/A | N/A | #### System | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Data Ingestion & Wrangling** | Not enough data | 8.5 (52 reviews) | Not enough data | Not enough data | #### Model Development | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Language Support** | Not enough data | 7.5 (35 reviews) | Not enough data | Not enough data | | **Drag and Drop** | Not enough data | 9.1 (58 reviews) | Not enough data | Not enough data | | **Pre-Built Algorithms** | Not enough data | 8.5 (54 reviews) | Not enough data | Not enough data | | **Model Training** | Not enough data | 8.4 (52 reviews) | Not enough data | Not enough data | #### Model Development | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Feature Engineering** | Not enough data | 8.4 (47 reviews) | Not enough data | Not enough data | #### Machine/Deep Learning Services | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Computer Vision** | Not enough data | 7.7 (30 reviews) | Not enough data | Not enough data | | **Natural Language Processing** | Not enough data | 7.9 (35 reviews) | Not enough data | Not enough data | | **Natural Language Generation** | Not enough data | 7.5 (23 reviews) | Not enough data | Not enough data | | **Artificial Neural Networks** | Not enough data | 8.4 (39 reviews) | Not enough data | Not enough data | #### Machine/Deep Learning Services | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Natural Language Understanding** | Not enough data | 7.6 (32 reviews) | Not enough data | Not enough data | | **Deep Learning** | Not enough data | 8.3 (35 reviews) | Not enough data | Not enough data | #### Deployment | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Managed Service** | Not enough data | 8.0 (38 reviews) | Not enough data | Not enough data | | **Application** | Not enough data | 8.3 (37 reviews) | Not enough data | Not enough data | | **Scalability** | Not enough data | 8.5 (34 reviews) | Not enough data | Not enough data | #### Generative AI | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **AI Text Generation** | Not enough data | 6.7 (6 reviews) | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | 6.7 (6 reviews) | Not enough data | Not enough data | | **AI Text-to-Image** | Not enough data | 6.4 (6 reviews) | Not enough data | Not enough data | #### Agentic AI - Data Science and Machine Learning Platforms | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | Not enough data | | **Multi-step Planning** | Not enough data | Not enough data | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | Not enough data | Not enough data | | **Adaptive Learning** | Not enough data | Not enough data | Not enough data | Not enough data | | **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | Not enough data | | **Proactive Assistance** | Not enough data | Not enough data | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | Not enough data | Not enough data | ### Text Analysis | Product | Score | Reviews | |---|---|---| | **MAXQDA** | N/A | N/A | | **Altair AI Studio** | 7.7/10 | 5 | | **Sisense** | N/A | N/A | | **Zoho Analytics** | N/A | N/A | #### Setup | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Integration** | Not enough data | 8.0 (5 reviews) | Not enough data | Not enough data | | **Maintenance** | Not enough data | 7.7 (5 reviews) | Not enough data | Not enough data | | **No-Code** | Not enough data | 8.3 (5 reviews) | Not enough data | Not enough data | #### Data | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Security** | Not enough data | 8.0 (5 reviews) | Not enough data | Not enough data | | **Data Visualization** | Not enough data | 8.3 (5 reviews) | Not enough data | Not enough data | #### Analysis | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Automation** | Not enough data | 8.3 (5 reviews) | Not enough data | Not enough data | | **Named entity recognition** | Not enough data | 7.3 (5 reviews) | Not enough data | Not enough data | | **Keyphrase Extraction** | Not enough data | 7.3 (5 reviews) | Not enough data | Not enough data | | **Topic Analysis** | Not enough data | 7.0 (5 reviews) | Not enough data | Not enough data | | **Sentiment Analysis** | Not enough data | 7.0 (5 reviews) | Not enough data | Not enough data | | **Language Identification** | Not enough data | 7.0 (5 reviews) | Not enough data | Not enough data | | **Syntax/Part of Speech Parsing** | Not enough data | 6.0 (5 reviews) | Not enough data | Not enough data | #### Customization | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Pre-Built Parameterization** | Not enough data | 8.3 (5 reviews) | Not enough data | Not enough data | | **Custom Extension** | Not enough data | 8.7 (5 reviews) | Not enough data | Not enough data | | **Compositionality** | Not enough data | 8.0 (5 reviews) | Not enough data | Not enough data | #### Generative AI | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **AI Text Generation** | Not enough data | Feature Not Available | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Feature Not Available | Not enough data | Not enough data | ### Generative AI Infrastructure | Product | Score | Reviews | |---|---|---| | **MAXQDA** | N/A | N/A | | **Altair AI Studio** | N/A | N/A | | **Sisense** | N/A | N/A | | **Zoho Analytics** | N/A | N/A | #### Scalability and Performance - Generative AI Infrastructure | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **AI High Availability** | Not enough data | Not enough data | Not enough data | Not enough data | | **AI Model Training Scalability** | Not enough data | Not enough data | Not enough data | Not enough data | | **AI Inference Speed** | Not enough data | Not enough data | Not enough data | Not enough data | #### Cost and Efficiency - Generative AI Infrastructure | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **AI Cost per API Call** | Not enough data | Not enough data | Not enough data | Not enough data | | **AI Resource Allocation Flexibility** | Not enough data | Not enough data | Not enough data | Not enough data | | **AI Energy Efficiency** | Not enough data | Not enough data | Not enough data | Not enough data | #### Integration and Extensibility - Generative AI Infrastructure | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **AI Multi-cloud Support** | Not enough data | Not enough data | Not enough data | Not enough data | | **AI Data Pipeline Integration** | Not enough data | Not enough data | Not enough data | Not enough data | | **AI API Support and Flexibility** | Not enough data | Not enough data | Not enough data | Not enough data | #### Security and Compliance - Generative AI Infrastructure | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **AI GDPR and Regulatory Compliance** | Not enough data | Not enough data | Not enough data | Not enough data | | **AI Role-based Access Control** | Not enough data | Not enough data | Not enough data | Not enough data | | **AI Data Encryption** | Not enough data | Not enough data | Not enough data | Not enough data | #### Usability and Support - Generative AI Infrastructure | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **AI Documentation Quality** | Not enough data | Not enough data | Not enough data | Not enough data | | **AI Community Activity** | Not enough data | Not enough data | Not enough data | Not enough data | ### Sales Analytics | Product | Score | Reviews | |---|---|---| | **MAXQDA** | N/A | N/A | | **Altair AI Studio** | N/A | N/A | | **Sisense** | N/A | N/A | | **Zoho Analytics** | 8.2/10 | 62 | #### Agentic AI - Sales Analytics | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | Not enough data | Not enough data | | **Adaptive Learning** | Not enough data | Not enough data | Not enough data | Not enough data | | **Natural Language Interaction** | Not enough data | Not enough data | Not enough data | Not enough data | | **Proactive Assistance** | Not enough data | Not enough data | Not enough data | Not enough data | #### Data Sourcing | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Data Sourcing** | Not enough data | Not enough data | Not enough data | 8.4 (54 reviews) | | **Exporting & Sharing Data** | Not enough data | Not enough data | Not enough data | 8.5 (57 reviews) | | **Multi-Device Data Visualization** | Not enough data | Not enough data | Not enough data | 8.4 (49 reviews) | | **Interactive Dashboards** | Not enough data | Not enough data | Not enough data | 8.6 (56 reviews) | | **Data Segmentation** | Not enough data | Not enough data | Not enough data | 8.4 (52 reviews) | #### Predictive Analytics | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Lead Scoring** | Not enough data | Not enough data | Not enough data | 7.8 (48 reviews) | | **Opportunity Scoring** | Not enough data | Not enough data | Not enough data | 7.8 (46 reviews) | | **Risk Analysis** | Not enough data | Not enough data | Not enough data | 7.8 (47 reviews) | | **Live Forecasting** | Not enough data | Not enough data | Not enough data | 7.9 (47 reviews) | #### Sales Management | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Live Pipeline Management** | Not enough data | Not enough data | Not enough data | 8.0 (47 reviews) | | **Sales Gamification** | Not enough data | Not enough data | Not enough data | Feature Not Available | | **Account-Based Analytics** | Not enough data | Not enough data | Not enough data | 8.3 (53 reviews) | | **Activity Tracking** | Not enough data | Not enough data | Not enough data | 8.5 (55 reviews) | ### Low-Code Machine Learning Platforms | Product | Score | Reviews | |---|---|---| | **MAXQDA** | N/A | N/A | | **Altair AI Studio** | N/A | N/A | | **Sisense** | N/A | N/A | | **Zoho Analytics** | N/A | N/A | #### Data Ingestion & Preparation - Low-Code Machine Learning Platforms | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Automatic Data Profiling & Quality Assessment** | Not enough data | Not enough data | Not enough data | Not enough data | | **Multi‑Source Connector Support** | Not enough data | Not enough data | Not enough data | Not enough data | | **Schema Drift / Change Detection** | Not enough data | Not enough data | Not enough data | Not enough data | #### Model Construction & Automation - Low-Code Machine Learning Platforms | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Guided Algorithm & Hyperparameter Recommendation** | Not enough data | Not enough data | Not enough data | Not enough data | | **Code Extensibility** | Not enough data | Not enough data | Not enough data | Not enough data | | **Automated Feature Engineering** | Not enough data | Not enough data | Not enough data | Not enough data | ### Predictive Analytics | Product | Score | Reviews | |---|---|---| | **MAXQDA** | N/A | N/A | | **Altair AI Studio** | 8.2/10 | 320 | | **Sisense** | N/A | N/A | | **Zoho Analytics** | N/A | N/A | #### Statistical Tool | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Scripting** | Not enough data | 7.9 (176 reviews) | Not enough data | Not enough data | | **Data Mining** | Not enough data | 8.9 (249 reviews) | Not enough data | Not enough data | | **Algorithms** | Not enough data | 8.6 (266 reviews) | Not enough data | Not enough data | #### Data Analysis | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Analysis** | Not enough data | 8.8 (284 reviews) | Not enough data | Not enough data | | **Data Interaction** | Not enough data | 8.6 (269 reviews) | Not enough data | Not enough data | #### Decision Making | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Modeling** | Not enough data | 8.9 (275 reviews) | Not enough data | Not enough data | | **Data Visualizations** | Not enough data | 8.0 (251 reviews) | Not enough data | Not enough data | | **Report Generation** | Not enough data | 7.9 (254 reviews) | Not enough data | Not enough data | | **Data Unification** | Not enough data | 8.2 (226 reviews) | Not enough data | Not enough data | #### Generative AI | Feature | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **AI Text Generation** | Not enough data | 7.2 (6 reviews) | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | 6.9 (6 reviews) | Not enough data | Not enough data | --- ## Categories **Unique to MAXQDA (1):** [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools) **Unique to Altair AI Studio (6):** [Text Analysis Software](https://www.g2.com/categories/text-analysis), [Data Science and Machine Learning Platforms](https://www.g2.com/categories/data-science-and-machine-learning-platforms), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure), [ Low-Code Machine Learning Platforms Software](https://www.g2.com/categories/low-code-machine-learning-platforms) **Unique to Sisense (3):** [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools) **Unique to Zoho Analytics (5):** [Embedded Business Intelligence Software](https://www.g2.com/categories/embedded-business-intelligence), [Sales Analytics Software](https://www.g2.com/categories/sales-analytics), [Analytics Platforms](https://www.g2.com/categories/analytics-platforms), [Data Visualization Tools](https://www.g2.com/categories/data-visualization-tools), [Predictive Analytics Software](https://www.g2.com/categories/predictive-analytics) --- ## Reviewer Demographics ### By Company Size | Segment | MAXQDA | Altair AI Studio | Sisense | Zoho Analytics | |---|---|---|---|---| | **Small-Business** | 65.7% | 42.4% | 23.9% | 51.1% | | **Mid-Market** | 20.0% | 28.9% | 57.4% | 41.4% | | **Enterprise** | 14.3% | 28.7% | 18.8% | 7.5% | ### By Industry #### MAXQDA - **Research:** 37.1% - **Higher Education:** 25.7% - **Public Policy:** 5.7% - **Hospital & Health Care:** 5.7% - **Civic & Social Organization:** 5.7% - **Program Development:** 2.9% - **Libraries:** 2.9% - **Information Technology and Services:** 2.9% - **Government Administration:** 2.9% - **Computer & Network Security:** 2.9% - **Other:** 5.7% #### Altair AI Studio - **Higher Education:** 18.3% - **Education Management:** 15.2% - **Information Technology and Services:** 9.1% - **Research:** 7.0% - **Computer Software:** 6.8% - **E-Learning:** 3.1% - **Management Consulting:** 2.3% - **Hospital & Health Care:** 1.9% - **Financial Services:** 1.6% - **Civil Engineering:** 1.4% - **Other:** 33.3% #### Sisense - **Information Technology and Services:** 12.8% - **Computer Software:** 12.0% - **Financial Services:** 8.4% - **Marketing and Advertising:** 6.4% - **Hospital & Health Care:** 4.4% - **Internet:** 3.9% - **Retail:** 2.8% - **Insurance:** 2.0% - **Logistics and Supply Chain:** 1.9% - **Real Estate:** 1.8% - **Other:** 43.6% #### Zoho Analytics - **Information Technology and Services:** 13.9% - **Computer Software:** 8.6% - **Financial Services:** 6.1% - **Marketing and Advertising:** 5.7% - **Management Consulting:** 4.3% - **Education Management:** 3.9% - **Real Estate:** 2.5% - **Internet:** 2.1% - **Market Research:** 2.1% - **Accounting:** 1.8% - **Other:** 48.9% --- ## Alternatives ### Alternatives to MAXQDA - [NVivo](https://www.g2.com/products/nvivo/reviews) — 4.0/5 stars (138 reviews) - [ATLAS.ti](https://www.g2.com/products/atlas-ti/reviews) — 4.7/5 stars (60 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) - [Data Studio](https://www.g2.com/products/data-studio/reviews) — 4.4/5 stars (475 reviews) - [Canva](https://www.g2.com/products/canva/reviews) — 4.7/5 stars (7471 reviews) - [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1641 reviews) - [AgencyAnalytics](https://www.g2.com/products/agencyanalytics/reviews) — 4.7/5 stars (447 reviews) - [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews) - [SAP Analytics Cloud](https://www.g2.com/products/sap-analytics-cloud/reviews) — 4.2/5 stars (908 reviews) - [Visme](https://www.g2.com/products/visme/reviews) — 4.5/5 stars (482 reviews) ### Alternatives to Altair AI Studio - [Dataiku](https://www.g2.com/products/dataiku/reviews) — 4.4/5 stars (198 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews) - [IBM Watson Studio](https://www.g2.com/products/ibm-watson-studio/reviews) — 4.2/5 stars (167 reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3650 reviews) - [KNIME](https://www.g2.com/products/knime-analytics-platform/reviews) — 4.4/5 stars (83 reviews) - [Qlik Sense](https://www.g2.com/products/qlik-sense/reviews) — 4.4/5 stars (928 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (656 reviews) - [IBM SPSS Statistics](https://www.g2.com/products/ibm-spss-statistics/reviews) — 4.2/5 stars (927 reviews) - [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews) - [IBM SPSS Modeler](https://www.g2.com/products/ibm-spss-modeler/reviews) — 4.0/5 stars (148 reviews) ### Alternatives to Sisense - [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1641 reviews) - [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews) - [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews) - [Grow.com](https://www.g2.com/products/grow-com/reviews) — 4.3/5 stars (274 reviews) - [Tableau](https://www.g2.com/products/tableau/reviews) — 4.4/5 stars (3650 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 (691 reviews) - [Strategy One (formerly MicroStrategy ONE)](https://www.g2.com/products/strategy-one-formerly-microstrategy-one/reviews) — 4.2/5 stars (600 reviews) - [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (591 reviews) - [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (461 reviews) ### Alternatives to Zoho Analytics - [Looker](https://www.g2.com/products/looker/reviews) — 4.4/5 stars (1641 reviews) - [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews) - [GoodData.AI](https://www.g2.com/products/gooddata-ai/reviews) — 4.2/5 stars (591 reviews) - [IBM Cognos Analytics](https://www.g2.com/products/ibm-cognos-analytics/reviews) — 4.1/5 stars (461 reviews) - [Spotfire Analytics](https://www.g2.com/products/spotfire-analytics/reviews) — 4.2/5 stars (362 reviews) - [Oracle Analytics Cloud](https://www.g2.com/products/oracle-analytics-cloud/reviews) — 4.1/5 stars (333 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 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) - [Microsoft Power BI](https://www.g2.com/products/microsoft-microsoft-power-bi/reviews) — 4.5/5 stars (1622 reviews) --- ## Top Discussions ### MAXQDA - Title: [Is MAXQDA a free software?](https://www.g2.com/discussions/is-maxqda-a-free-software) — 2 comments > **Top comment:** "No, Maxqda is proprietary software for which a paid license is needed to use the full version. However, a free "Reader" version is available to read..." - Title: [Is MAXQDA better than NVivo?](https://www.g2.com/discussions/is-maxqda-better-than-nvivo) — 1 comment > **Top comment:** "If it is better, because it is easy to learn and manage, as well as not requiring many system resources (RAM, GPU), it makes it lighter." ### Altair AI Studio - Title: [How to predict 8 test values using 12 other test values. 500 data points available for each tests. Also what should I do to find a relation between parameters.](https://www.g2.com/discussions/24700-how-to-predict-8-test-values-using-12-other-test-values-500-data-points-available-for-each-tests-also-what-should-i-do-to-find-a-relation-between-parameters) — 3 comments, 1 upvote > **Top comment:** "if I understand you well, you want to predict 8 variables using a set of 12 columns. This sounds like a simple regression. Basically build 8 regression..." - Title: [What is RapidMiner used for?](https://www.g2.com/discussions/what-is-rapidminer-used-for) — 1 comment > **Top comment:** "RapidMiner is majorly used for data preparation, machine learning, and predictive analysis of development. It includes the interactive data preparation,..." - Title: [before using they should have knowledge of data science and machine learning with R/python experience](https://www.g2.com/discussions/35493-before-using-they-should-have-knowledge-of-data-science-and-machine-learning-with-r-python-experience) — 1 comment, 1 upvote > **Top comment:** "It will help to learn rapidminer easily and fastly" - Title: [Would you consider providing codes behind the models that are developed by the end users?](https://www.g2.com/discussions/25070-would-you-consider-providing-codes-behind-the-models-that-are-developed-by-the-end-users) — 1 comment, 1 upvote > **Top comment:** "https://rapidminer.com/blog/using-execute-script-operator/ Have you tried out this? " - Title: [What is the minimum of data that i can use effectively?](https://www.g2.com/discussions/what-is-the-minimum-of-data-that-i-can-use-effectively) — 1 comment, 1 upvote > **Top comment:** "Technically you need at least 100 rows. If you by effective mean a robust model that is generalizable, it really depends on the nature of your data and what..." ### Sisense - Title: [Can i use for fashion designing](https://www.g2.com/discussions/44191-can-i-use-for-fashion-designing) — 3 comments, 1 upvote > **Top comment:** "You got me interested. I'm just looking for information that would help me in preparing the presentation of my fashion project. A cool fashion designer..." - Title: [What is Sisense used for?](https://www.g2.com/discussions/what-is-sisense-used-for) — 2 comments > **Top comment:** "Data Analysis and Data Visualization" - Title: [Is it possible to let more than one user manage an individual report?](https://www.g2.com/discussions/27533-is-it-possible-to-let-more-than-one-user-manage-an-individual-report) — 2 comments > **Top comment:** "You can have a second Admin account to manage reports but you have to transfer ownership of the dashboard. " - Title: [What is Sisense used for?](https://www.g2.com/discussions/sisense-what-is-sisense-used-for) — 1 comment > **Top comment:** "Sisense is a modern analytics platform that turns raw data into trustworthy, interactive insights for both internal teams and external users. You connect..." - Title: [Who uses Sisense?](https://www.g2.com/discussions/who-uses-sisense) — 1 comment > **Top comment:** "Sidense can be used by any industry looking for visualizations that will revolutionize data analytics!" ### Zoho Analytics - Title: [What is Zoho Analytics used for?](https://www.g2.com/discussions/what-is-zoho-analytics-used-for) — 1 comment > **Top comment:** "Zoho Analytics is used for data analysis. It helps organizations collect, process and informed decision-making. With features like interactive reporting ,..." - Title: [What is the use of Zoho?](https://www.g2.com/discussions/what-is-the-use-of-zoho) — 1 comment > **Top comment:** "Zoho is a cloud-based software company that provides a suite of business and productivity applications." - Title: [Is Zoho Analytics free?](https://www.g2.com/discussions/is-zoho-analytics-free) — 1 comment > **Top comment:** "Free trial for 15 days usually available" - Title: [What are the features of Zoho?](https://www.g2.com/discussions/zoho-analytics-what-are-the-features-of-zoho) — 1 comment > **Top comment:** "Efficient, I love it." - Title: [Hi, I would you request you to put a downloading options.](https://www.g2.com/discussions/16124-hi-i-would-you-request-you-to-put-a-downloading-options) — 1 comment, 1 upvote > **Top comment:** "Zoho Analyitcs on-premise installable version is available since November 2018, when we released Zoho Analytics 4.0. It can be downloaded from this page -..." --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/maxqda-vs-rapidminer-studio-vs-sisense-vs-zoho-analytics)