# Dremio, IBM InfoSphere Information Server vs SAP Data Management Comparison | | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Star Rating** | 4.6 out of 5 | 4.1 out of 5 | 4.0 out of 5 | | **Total Reviews** | 70 | 23 | 32 | | **Largest Market Segment** | Enterprise (48.4% of reviews) | Enterprise (90.9% of reviews) | Enterprise (67.7% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | No pricing available | --- ## Top Pros & Cons ### Dremio Pros: - Ease of Use (13 reviews) - Integrations (10 reviews) Cons: - Difficulty (5 reviews) - Poor Customer Support (5 reviews) ### IBM InfoSphere Information Server **Not enough data** ### SAP Data Management **Not enough data** --- ## Ratings Comparison | Rating | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Meets Requirements** | 8.7 (53 reviews) | 8.5 (21 reviews) | 8.4 (29 reviews) | | **Ease of Use** | 9.2 (54 reviews) | 7.2 (19 reviews) | 7.2 (29 reviews) | | **Ease of Setup** | 8.4 (48 reviews) | 7.2 (13 reviews) | 7.5 (8 reviews) | | **Ease of Admin** | 7.8 (29 reviews) | 7.3 (13 reviews) | 7.1 (8 reviews) | | **Quality of Support** | 8.5 (50 reviews) | 7.1 (18 reviews) | 7.4 (26 reviews) | | **Has the product been a good partner in doing business?** | 9.1 (28 reviews) | 7.9 (12 reviews) | 8.1 (8 reviews) | | **Product Direction (% positive)** | 9.8 (47 reviews) | 5.7 (19 reviews) | 7.1 (28 reviews) | --- ## Pricing ### Dremio #### Entry-Level Pricing No pricing available #### Free Trial Yes ### IBM InfoSphere Information Server #### Entry-Level Pricing No pricing available #### Free Trial No information available ### SAP Data Management #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### Business Intelligence | Product | Score | Reviews | |---|---|---| | **Dremio** | N/A | N/A | | **IBM InfoSphere Information Server** | N/A | N/A | | **SAP Data Management** | N/A | N/A | #### Reports | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Reports Interface** | Not enough data | Not enough data | Not enough data | | **Steps to Answer** | Not enough data | Not enough data | Not enough data | | **Graphs and Charts** | Not enough data | Not enough data | Not enough data | | **Score Cards** | Not enough data | Not enough data | Not enough data | | **Dashboards** | Not enough data | Not enough data | Not enough data | #### Self Service | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Calculated Fields** | Not enough data | Not enough data | Not enough data | | **Data Column Filtering** | Not enough data | Not enough data | Not enough data | | **Data Discovery** | Not enough data | Not enough data | Not enough data | | **Search** | Not enough data | Not enough data | Not enough data | | **Collaboration / Workflow** | Not enough data | Not enough data | Not enough data | | **Automodeling** | Not enough data | Not enough data | Not enough data | #### Advanced Analytics | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Predictive Analytics** | Not enough data | Not enough data | Not enough data | | **Data Visualization** | Not enough data | Not enough data | Not enough data | | **Big Data Services** | Not enough data | Not enough data | Not enough data | #### Building Reports | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Data Transformation** | Not enough data | Not enough data | Not enough data | | **Data Modeling** | Not enough data | Not enough data | Not enough data | | **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | | **Integration APIs** | Not enough data | Not enough data | Not enough data | #### Platform | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **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 Management Platform (DMP) | Product | Score | Reviews | |---|---|---| | **Dremio** | N/A | N/A | | **IBM InfoSphere Information Server** | N/A | N/A | | **SAP Data Management** | N/A | N/A | #### Data Integration | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **1st-Party Data Integration** | Not enough data | Not enough data | Not enough data | | **2nd-Party Data Integration** | Not enough data | Not enough data | Not enough data | | **3rd-Party Data Integration** | Not enough data | Not enough data | Not enough data | | **Offline Data Integration** | Not enough data | Not enough data | Not enough data | | **Mobile Data Integration** | Not enough data | Not enough data | Not enough data | | **Data Export Tools** | Not enough data | Not enough data | Not enough data | #### Agentic AI - Data Management Platform (DMP) | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | | **Multi-step Planning** | Not enough data | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | Not enough data | | **Adaptive Learning** | 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 | #### Data Analysis & Optimization | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Audience Segmentation** | Not enough data | Not enough data | Not enough data | | **Recommendations** | Not enough data | Not enough data | Not enough data | | **Standard Dashboards** | Not enough data | Not enough data | Not enough data | | **Custom Reports** | Not enough data | Not enough data | Not enough data | #### Platform | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Data Permissions** | Not enough data | Not enough data | Not enough data | | **User, Role, and Access Management** | Not enough data | Not enough data | Not enough data | | **Performance and Reliability** | Not enough data | Not enough data | Not enough data | | **Enterprise Scalability** | Not enough data | Not enough data | Not enough data | | **Internationalization** | Not enough data | Not enough data | Not enough data | ### Address Verification | Product | Score | Reviews | |---|---|---| | **Dremio** | N/A | N/A | | **IBM InfoSphere Information Server** | N/A | N/A | | **SAP Data Management** | N/A | N/A | #### Management | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Scheduled Data Checks** | Not enough data | Not enough data | Not enough data | | **Reporting** | Not enough data | Not enough data | Not enough data | #### Functionality | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Address Verification** | Not enough data | Not enough data | Not enough data | | **Automation** | Not enough data | Not enough data | Not enough data | | **Cleansing** | Not enough data | Not enough data | Not enough data | | **International Verification** | Not enough data | Not enough data | Not enough data | ### Data Warehouse | Product | Score | Reviews | |---|---|---| | **Dremio** | 8.4/10 | 27 | | **IBM InfoSphere Information Server** | N/A | N/A | | **SAP Data Management** | N/A | N/A | #### Data Management | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Data Integration** | 8.6 (23 reviews) | Not enough data | Not enough data | | **Data Compression** | 8.6 (21 reviews) | Not enough data | Not enough data | | **Data Quality** | 8.3 (12 reviews) | Not enough data | Not enough data | | **Built-In Data Analytics** | 7.7 (20 reviews) | Not enough data | Not enough data | | **In-Database Machine Learning** | Feature Not Available | Not enough data | Not enough data | | **Data Lake Analytics** | 8.9 (23 reviews) | Not enough data | Not enough data | #### Integration | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **AI/ ML Integration** | Feature Not Available | Not enough data | Not enough data | | **BI Tool Integration** | 8.8 (21 reviews) | Not enough data | Not enough data | | **Data lake Integration** | 9.0 (22 reviews) | Not enough data | Not enough data | #### Deployment | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **On-Premise** | 8.7 (15 reviews) | Not enough data | Not enough data | | **Cloud** | 8.5 (19 reviews) | Not enough data | Not enough data | #### Performance | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Scalability** | 8.3 (21 reviews) | Not enough data | Not enough data | #### Security | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Data Governance** | 8.2 (20 reviews) | Not enough data | Not enough data | | **Data Security** | Feature Not Available | Not enough data | Not enough data | #### Generative AI | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **AI Text Generation** | 6.9 (12 reviews) | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | Not enough data | ### Data as a Service (DaaS) | Product | Score | Reviews | |---|---|---| | **Dremio** | 8.3/10 | 11 | | **IBM InfoSphere Information Server** | N/A | N/A | | **SAP Data Management** | N/A | N/A | #### Data Management | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Data Migration** | 8.6 (11 reviews) | Not enough data | Not enough data | | **Managing Data** | 8.8 (11 reviews) | Not enough data | Not enough data | | **Secured Data Storage** | Feature Not Available | Not enough data | Not enough data | #### Data as a Service | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Self-Service Isights** | 7.6 (11 reviews) | Not enough data | Not enough data | | **DaaS Quality** | 8.2 (11 reviews) | Not enough data | Not enough data | #### Architecture | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Data Fabric Creation** | 8.2 (11 reviews) | Not enough data | Not enough data | | **DaaS Architecture** | 8.6 (11 reviews) | Not enough data | Not enough data | ### Semantic Layer Tools | Product | Score | Reviews | |---|---|---| | **Dremio** | N/A | N/A | | **IBM InfoSphere Information Server** | N/A | N/A | | **SAP Data Management** | N/A | N/A | #### Deployment & Integration - Semantic Layer Tools | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **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 | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Cross-Source Query Federation** | Not enough data | 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 | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **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 | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **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 | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **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 | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **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 | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **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 | ### Big Data Processing and Distribution | Product | Score | Reviews | |---|---|---| | **Dremio** | 8.6/10 | 23 | | **IBM InfoSphere Information Server** | N/A | N/A | | **SAP Data Management** | N/A | N/A | #### Database | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Real-Time Data Collection** | Feature Not Available | Not enough data | Not enough data | | **Data Distribution** | Feature Not Available | Not enough data | Not enough data | | **Data Lake** | Feature Not Available | Not enough data | Not enough data | #### Integrations | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Hadoop Integration** | 9.0 (18 reviews) | Not enough data | Not enough data | | **Spark Integration** | 7.9 (13 reviews) | Not enough data | Not enough data | #### Platform | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Machine Scaling** | 9.1 (20 reviews) | Not enough data | Not enough data | | **Data Preparation** | 8.7 (13 reviews) | Not enough data | Not enough data | | **Spark Integration** | 7.9 (13 reviews) | Not enough data | Not enough data | #### Processing | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Cloud Processing** | 9.1 (19 reviews) | Not enough data | Not enough data | | **Workload Processing** | 8.6 (13 reviews) | Not enough data | Not enough data | ### Big Data Analytics | Product | Score | Reviews | |---|---|---| | **Dremio** | 8.0/10 | 31 | | **IBM InfoSphere Information Server** | N/A | N/A | | **SAP Data Management** | N/A | N/A | #### Data Transformation | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Real-Time Analytics** | Feature Not Available | Not enough data | Not enough data | | **Data Querying** | 9.2 (25 reviews) | Not enough data | Not enough data | #### Connectivity | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Hadoop Integration** | 8.6 (22 reviews) | Not enough data | Not enough data | | **Spark Integration** | Feature Not Available | Not enough data | Not enough data | | **Multi-Source Analysis** | 8.9 (23 reviews) | Not enough data | Not enough data | | **Data Lake** | 8.9 (26 reviews) | Not enough data | Not enough data | #### Operations | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Data Visualization** | 7.2 (25 reviews) | Not enough data | Not enough data | | **Data Workflow** | 7.1 (25 reviews) | Not enough data | Not enough data | | **Governed Discovery** | 7.8 (27 reviews) | Not enough data | Not enough data | | **Embedded Analytics** | 7.7 (21 reviews) | Not enough data | Not enough data | | **Notebooks** | 7.0 (21 reviews) | Not enough data | Not enough data | ### Data Quality | Product | Score | Reviews | |---|---|---| | **Dremio** | N/A | N/A | | **IBM InfoSphere Information Server** | N/A | N/A | | **SAP Data Management** | N/A | N/A | #### Functionality | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Identification** | Not enough data | Not enough data | Not enough data | | **Correction** | Not enough data | Not enough data | Not enough data | | **Normalization** | Not enough data | Not enough data | Not enough data | | **Preventative Cleaning** | Not enough data | Not enough data | Not enough data | | **Data Matching** | Not enough data | Not enough data | Not enough data | #### Management | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Reporting** | Not enough data | Not enough data | Not enough data | | **Automation** | Not enough data | Not enough data | Not enough data | | **Quality Audits** | Not enough data | Not enough data | Not enough data | | **Dashboard** | Not enough data | Not enough data | Not enough data | | **Governance** | Not enough data | Not enough data | Not enough data | #### Generative AI | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | Not enough data | ### Big Data | Product | Score | Reviews | |---|---|---| | **Dremio** | N/A | N/A | | **IBM InfoSphere Information Server** | N/A | N/A | | **SAP Data Management** | N/A | N/A | #### Building Reports | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Data Transformation** | Not enough data | Not enough data | Not enough data | | **Data Modeling** | Not enough data | Not enough data | Not enough data | | **WYSIWYG Report Design** | Not enough data | Not enough data | Not enough data | | **Integration APIs** | Not enough data | Not enough data | Not enough data | #### Platform | Feature | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **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 | --- ## Categories **Unique to Dremio (5):** [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution), [Big Data Analytics Software](https://www.g2.com/categories/big-data-analytics), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse), [Data as a Service (DaaS) Software](https://www.g2.com/categories/data-as-a-service-daas), [Semantic Layer Tools](https://www.g2.com/categories/semantic-layer-tools) **Unique to IBM InfoSphere Information Server (3):** [On-Premise Data Integration Software](https://www.g2.com/categories/on-premise-data-integration), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse), [Data Quality Tools](https://www.g2.com/categories/data-quality) **Unique to SAP Data Management (4):** [Address Verification Tools](https://www.g2.com/categories/address-verification), [On-Premise Data Integration Software](https://www.g2.com/categories/on-premise-data-integration), [Data Quality Tools](https://www.g2.com/categories/data-quality), [Data Management Platforms (DMP)](https://www.g2.com/categories/data-management-platform-dmp) --- ## Reviewer Demographics ### By Company Size | Segment | Dremio | IBM InfoSphere Information Server | SAP Data Management | |---|---|---|---| | **Small-Business** | 10.9% | 0% | 9.7% | | **Mid-Market** | 40.6% | 9.1% | 22.6% | | **Enterprise** | 48.4% | 90.9% | 67.7% | ### By Industry #### Dremio - **Financial Services:** 25.0% - **Information Technology and Services:** 10.9% - **Computer Software:** 7.8% - **Automotive:** 4.7% - **Marketing and Advertising:** 4.7% - **Entertainment:** 3.1% - **Consumer Services:** 3.1% - **Construction:** 3.1% - **Insurance:** 3.1% - **Oil & Energy:** 3.1% - **Other:** 31.3% #### IBM InfoSphere Information Server - **Financial Services:** 27.3% - **Information Technology and Services:** 22.7% - **Oil & Energy:** 9.1% - **Utilities:** 4.5% - **Medical Devices:** 4.5% - **Insurance:** 4.5% - **Information Services:** 4.5% - **Education Management:** 4.5% - **Consumer Services:** 4.5% - **Computer Software:** 4.5% - **Other:** 9.1% #### SAP Data Management - **Higher Education:** 12.9% - **Computer Software:** 9.7% - **Biotechnology:** 6.5% - **Construction:** 6.5% - **Consumer Goods:** 6.5% - **Airlines/Aviation:** 3.2% - **Capital Markets:** 3.2% - **Computer Hardware:** 3.2% - **Food & Beverages:** 3.2% - **Food Production:** 3.2% - **Other:** 41.9% --- ## Alternatives ### Alternatives to Dremio - [Databricks](https://www.g2.com/products/databricks/reviews) — 4.6/5 stars (771 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (736 reviews) - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1236 reviews) - [Starburst](https://www.g2.com/products/starburst/reviews) — 4.4/5 stars (92 reviews) - [Denodo](https://www.g2.com/products/denodo/reviews) — 4.3/5 stars (47 reviews) - [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews) - [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (401 reviews) - [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (375 reviews) - [Azure Synapse Analytics](https://www.g2.com/products/azure-synapse-analytics/reviews) — 4.4/5 stars (38 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (720 reviews) ### Alternatives to IBM InfoSphere Information Server - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (736 reviews) - [Amazon Redshift](https://www.g2.com/products/amazon-redshift/reviews) — 4.3/5 stars (401 reviews) - [DemandTools](https://www.g2.com/products/demandtools/reviews) — 4.6/5 stars (284 reviews) - [Informatica Cloud Data Quality](https://www.g2.com/products/informatica-cloud-data-quality/reviews) — 4.1/5 stars (20 reviews) - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1236 reviews) - [ZoomInfo Operations](https://www.g2.com/products/zoominfo-operations/reviews) — 4.4/5 stars (353 reviews) - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2271 reviews) - [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (375 reviews) - [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (397 reviews) - [Cleo Integration Cloud](https://www.g2.com/products/cleo-integration-cloud/reviews) — 4.4/5 stars (548 reviews) ### Alternatives to SAP Data Management - [Informatica Cloud Data Quality](https://www.g2.com/products/informatica-cloud-data-quality/reviews) — 4.1/5 stars (20 reviews) - [Cleo Integration Cloud](https://www.g2.com/products/cleo-integration-cloud/reviews) — 4.4/5 stars (548 reviews) - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2271 reviews) - [ZoomInfo Operations](https://www.g2.com/products/zoominfo-operations/reviews) — 4.4/5 stars (353 reviews) - [Planhat](https://www.g2.com/products/planhat/reviews) — 4.5/5 stars (926 reviews) - [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1941 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (796 reviews) - [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews) - [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (515 reviews) - [TrueCommerce EDI](https://www.g2.com/products/truecommerce-edi/reviews) — 4.4/5 stars (438 reviews) --- ## Top Discussions ### Dremio - Title: [What is a Dremio reflection?](https://www.g2.com/discussions/what-is-a-dremio-reflection) — 1 comment > **Top comment:** "Comment deleted by user." ### IBM InfoSphere Information Server No discussions available for this product. ### SAP Data Management No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/dremio-vs-ibm-infosphere-information-server-vs-sap-data-management)