# AWS Database Migration Service, Databricks vs Fivetran Comparison | | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Star Rating** | 4.1 out of 5 | 4.6 out of 5 | 4.3 out of 5 | | **Total Reviews** | 50 | 773 | 795 | | **Largest Market Segment** | Enterprise (42.6% of reviews) | Enterprise (43.6% of reviews) | Mid-Market (59.1% of reviews) | | **Entry Level Price** | No pricing available | No pricing available | Free | --- ## Top Pros & Cons ### AWS Database Migration Service **Not enough data** ### Databricks Pros: - Features (288 reviews) - Ease of Use (278 reviews) Cons: - Learning Curve (112 reviews) - Expensive (97 reviews) ### Fivetran Pros: - Ease of Use (203 reviews) - Easy Setup (82 reviews) Cons: - Sync Issues (60 reviews) - Expensive (46 reviews) --- ## Ratings Comparison | Rating | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Meets Requirements** | 8.4 (41 reviews) | 9.0 (606 reviews) | 8.6 (585 reviews) | | **Ease of Use** | 8.7 (42 reviews) | 8.9 (624 reviews) | 9.0 (593 reviews) | | **Ease of Setup** | 7.8 (19 reviews) | 8.7 (497 reviews) | 9.1 (374 reviews) | | **Ease of Admin** | 7.9 (17 reviews) | 8.4 (186 reviews) | 8.8 (327 reviews) | | **Quality of Support** | 8.5 (42 reviews) | 8.7 (583 reviews) | 8.5 (535 reviews) | | **Has the product been a good partner in doing business?** | 8.2 (16 reviews) | 8.9 (190 reviews) | 8.7 (321 reviews) | | **Product Direction (% positive)** | 8.8 (38 reviews) | 9.6 (593 reviews) | 8.4 (531 reviews) | --- ## Pricing ### AWS Database Migration Service #### Entry-Level Pricing No pricing available #### Free Trial No information available ### Databricks #### Entry-Level Pricing No pricing available #### Free Trial Yes ### Fivetran #### Entry-Level Pricing Plan: Free Plan Price: Free Description: For individuals automating ELT for small volumes of data. Key Features: - Access Standard Plan features, free up to 500,000 monthly active rows (MAR) - Commitment free: No credit card required [Browse all 4 editions](https://www.g2.com/products/fivetran/pricing) #### Free Trial Yes --- ## Features Comparison By Category ### Analytics Platforms | Product | Score | Reviews | |---|---|---| | **AWS Database Migration Service** | N/A | N/A | | **Databricks** | 8.9/10 | 212 | | **Fivetran** | N/A | N/A | #### Reports | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Reports Interface** | Not enough data | 8.6 (16 reviews) | Not enough data | | **Steps to Answer** | Not enough data | 8.1 (13 reviews) | Not enough data | | **Graphs and Charts** | Not enough data | 8.7 (14 reviews) | Not enough data | | **Score Cards** | Not enough data | 8.3 (11 reviews) | Not enough data | | **Dashboards** | Not enough data | 9.1 (18 reviews) | Not enough data | #### Data Preparation | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Connectors** | Not enough data | 9.2 (8 reviews) | Not enough data | | **Data Governance** | Not enough data | 9.1 (9 reviews) | Not enough data | #### Data Modeling and Blending | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Data Querying** | Not enough data | 9.2 (10 reviews) | Not enough data | | **Data Filtering** | Not enough data | 9.1 (9 reviews) | Not enough data | | **Data Blending** | Not enough data | 9.0 (10 reviews) | Not enough data | #### Generative AI | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **AI Text Generation** | Not enough data | 9.2 (11 reviews) | Not enough data | | **AI Text Summarization** | Not enough data | 9.4 (8 reviews) | Not enough data | #### Agentic AI - Analytics Platforms | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | 9.4 (9 reviews) | Not enough data | | **Multi-step Planning** | Not enough data | 9.0 (7 reviews) | Not enough data | | **Cross-system Integration** | Not enough data | 8.8 (8 reviews) | Not enough data | | **Adaptive Learning** | Not enough data | 8.8 (8 reviews) | Not enough data | | **Natural Language Interaction** | Not enough data | 8.7 (9 reviews) | Not enough data | | **Proactive Assistance** | Not enough data | 9.2 (8 reviews) | Not enough data | | **Decision Making** | Not enough data | 9.5 (7 reviews) | Not enough data | #### Self Service | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Calculated Fields** | Not enough data | 8.1 (12 reviews) | Not enough data | | **Data Column Filtering** | Not enough data | 8.2 (13 reviews) | Not enough data | | **Data Discovery** | Not enough data | 8.8 (14 reviews) | Not enough data | | **Search** | Not enough data | 8.3 (14 reviews) | Not enough data | | **Collaboration / Workflow** | Not enough data | 8.7 (15 reviews) | Not enough data | | **Automodeling** | Not enough data | 8.5 (11 reviews) | Not enough data | #### Deployment & Integration - Analytics Platforms | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **No-code Dashboard Builder** | Not enough data | 8.5 (9 reviews) | Not enough data | | **Report Scheduling and Automation** | Not enough data | 9.3 (10 reviews) | Not enough data | | **Embedded Analytics and White-labeling** | Not enough data | 9.0 (8 reviews) | Not enough data | | **Data Source Connectivity** | Not enough data | 9.4 (8 reviews) | Not enough data | #### Advanced Analytics | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Predictive Analytics** | Not enough data | 8.7 (14 reviews) | Not enough data | | **Data Visualization** | Not enough data | 8.7 (15 reviews) | Not enough data | | **Big Data Services** | Not enough data | 9.3 (17 reviews) | Not enough data | #### Performance & Scalability - Analytics Platforms | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Large data handling and Query Speed** | Not enough data | 9.1 (9 reviews) | Not enough data | | **Concurrent User Support** | Not enough data | 9.7 (6 reviews) | Not enough data | #### Advanced Analytics & Modeling - Analytics Platforms | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Data Modeling and Governance** | Not enough data | 9.2 (10 reviews) | Not enough data | | **Notebook and Script Integration** | Not enough data | 8.8 (10 reviews) | Not enough data | | **Built-in Predictive and Statistical Models** | Not enough data | 9.0 (8 reviews) | Not enough data | #### Agentic AI Capabilities - Analytics Platforms | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Auto-generated Insights and Narratives** | Not enough data | 8.9 (9 reviews) | Not enough data | | **Natural Language Queries** | Not enough data | 9.2 (10 reviews) | Not enough data | | **Proactive KPI Monitoring and Alerts** | Not enough data | 9.2 (8 reviews) | Not enough data | | **AI Agents for Analytical Follow-ups** | Not enough data | 8.9 (9 reviews) | Not enough data | #### Personalized Intelligence - Analytics Platforms | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Behavioral Learning for Contextual Query Refinement** | Not enough data | 9.4 (8 reviews) | Not enough data | | **Role-based Insight Personalization** | Not enough data | 8.3 (10 reviews) | Not enough data | | **Conversational and Prompt-based Analytics** | Not enough data | 8.7 (9 reviews) | Not enough data | #### Building Reports | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Data Transformation** | Not enough data | 9.1 (166 reviews) | Not enough data | | **Data Modeling** | Not enough data | 8.7 (157 reviews) | Not enough data | | **WYSIWYG Report Design** | Not enough data | 7.7 (128 reviews) | Not enough data | | **Integration APIs** | Not enough data | 8.5 (157 reviews) | Not enough data | ### Data Extraction | Product | Score | Reviews | |---|---|---| | **AWS Database Migration Service** | N/A | N/A | | **Databricks** | N/A | N/A | | **Fivetran** | 8.0/10 | 176 | #### Functionality | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Diverse Extraction Points** | Not enough data | Not enough data | 8.4 (152 reviews) | | **Data Structuring** | Not enough data | Not enough data | 8.5 (145 reviews) | | **Consolidation** | Not enough data | Not enough data | 8.4 (129 reviews) | | **Data Cleaning** | Not enough data | Not enough data | 7.1 (116 reviews) | | **Cloud Extraction** | Not enough data | Not enough data | 8.7 (138 reviews) | | **Visualization** | Not enough data | Not enough data | 6.4 (111 reviews) | #### Diverse Extraction Points | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Diverse Extraction Points** | Not enough data | Not enough data | 8.4 (152 reviews) | ### Data Governance | Product | Score | Reviews | |---|---|---| | **AWS Database Migration Service** | N/A | N/A | | **Databricks** | 8.8/10 | 117 | | **Fivetran** | N/A | N/A | #### Administration | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Data Modelling** | Not enough data | 8.8 (100 reviews) | Not enough data | | **Recommendations** | Not enough data | 8.6 (94 reviews) | Not enough data | | **Workflow Management** | Not enough data | 9.0 (95 reviews) | Not enough data | | **Dashboards and Visualizations** | Not enough data | 8.7 (99 reviews) | Not enough data | #### Management | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Business Glossary** | Not enough data | 8.5 (88 reviews) | Not enough data | | **Data Discovery** | Not enough data | 8.6 (87 reviews) | Not enough data | | **Data Profililng** | Not enough data | 8.7 (89 reviews) | Not enough data | | **Reporting and Visualization** | Not enough data | 8.5 (88 reviews) | Not enough data | | **Data Lineage** | Not enough data | 8.8 (87 reviews) | Not enough data | #### Compliance | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Sensitive Data Compliance** | Not enough data | 8.9 (100 reviews) | Not enough data | | **Training and Guidelines** | Not enough data | 8.7 (93 reviews) | Not enough data | | **Policy Enforcement** | Not enough data | 8.9 (95 reviews) | Not enough data | | **Compliance Monitoring** | Not enough data | 8.7 (96 reviews) | Not enough data | #### Security | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Access Control** | Not enough data | 9.0 (89 reviews) | Not enough data | | **Roles Management** | Not enough data | 8.9 (87 reviews) | Not enough data | | **Compliance Management** | Not enough data | 8.8 (87 reviews) | Not enough data | #### Data Quality | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Data Preparation** | Not enough data | 9.0 (95 reviews) | Not enough data | | **Data Distribution** | Not enough data | 8.7 (94 reviews) | Not enough data | | **Data Unification** | Not enough data | 9.0 (95 reviews) | Not enough data | #### Maintainence | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Data Quality Management** | Not enough data | 8.7 (86 reviews) | Not enough data | | **Policy Management** | Not enough data | 8.8 (85 reviews) | Not enough data | #### Generative AI | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **AI Text Generation** | Not enough data | 8.4 (83 reviews) | Not enough data | | **AI Text Summarization** | Not enough data | 8.5 (82 reviews) | Not enough data | #### Agentic AI - Data Governance | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | 8.6 (11 reviews) | Not enough data | | **Multi-step Planning** | Not enough data | 8.9 (12 reviews) | Not enough data | | **Cross-system Integration** | Not enough data | 9.1 (15 reviews) | Not enough data | | **Adaptive Learning** | Not enough data | 8.6 (13 reviews) | Not enough data | | **Natural Language Interaction** | Not enough data | 9.1 (13 reviews) | Not enough data | | **Decision Making** | Not enough data | 9.0 (14 reviews) | Not enough data | ### ETL Tools | Product | Score | Reviews | |---|---|---| | **AWS Database Migration Service** | 8.3/10 | 8 | | **Databricks** | 8.9/10 | 193 | | **Fivetran** | 8.4/10 | 219 | #### Management | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Reporting** | Not enough data | 8.6 (174 reviews) | 7.7 (150 reviews) | | **Auditing** | 8.0 (5 reviews) | 8.5 (166 reviews) | 7.4 (146 reviews) | #### Functionality | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Extraction** | 8.8 (7 reviews) | 9.1 (178 reviews) | 8.9 (162 reviews) | | **Transformation** | 7.6 (7 reviews) | 9.2 (180 reviews) | 8.1 (171 reviews) | | **Loading** | 8.1 (7 reviews) | 9.1 (175 reviews) | 8.9 (194 reviews) | | **Automation** | 9.0 (7 reviews) | 9.0 (170 reviews) | 9.0 (194 reviews) | | **Scalability** | 8.5 (8 reviews) | 9.2 (171 reviews) | 8.5 (188 reviews) | ### MLOps Platforms | Product | Score | Reviews | |---|---|---| | **AWS Database Migration Service** | N/A | N/A | | **Databricks** | 8.9/10 | 81 | | **Fivetran** | N/A | N/A | #### Deployment | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Language Flexibility** | Not enough data | 8.9 (66 reviews) | Not enough data | | **Framework Flexibility** | Not enough data | 8.9 (65 reviews) | Not enough data | | **Versioning** | Not enough data | 8.9 (67 reviews) | Not enough data | | **Ease of Deployment** | Not enough data | 8.9 (67 reviews) | Not enough data | | **Scalability** | Not enough data | 9.0 (69 reviews) | Not enough data | #### Deployment | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Language Flexibility** | Not enough data | 8.9 (63 reviews) | Not enough data | | **Framework Flexibility** | Not enough data | 8.8 (63 reviews) | Not enough data | | **Versioning** | Not enough data | 8.6 (67 reviews) | Not enough data | | **Ease of Deployment** | Not enough data | 8.9 (66 reviews) | Not enough data | | **Scalability** | Not enough data | 9.1 (67 reviews) | Not enough data | #### Management | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Cataloging** | Not enough data | 9.0 (65 reviews) | Not enough data | | **Monitoring** | Not enough data | 8.9 (67 reviews) | Not enough data | | **Governing** | Not enough data | 9.2 (62 reviews) | Not enough data | | **Model Registry** | Not enough data | 9.0 (70 reviews) | Not enough data | #### Operations | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Metrics** | Not enough data | 8.8 (63 reviews) | Not enough data | | **Infrastructure management** | Not enough data | 8.9 (64 reviews) | Not enough data | | **Collaboration** | Not enough data | 9.1 (65 reviews) | Not enough data | #### Management | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Cataloging** | Not enough data | 8.9 (63 reviews) | Not enough data | | **Monitoring** | Not enough data | 8.7 (62 reviews) | Not enough data | | **Governing** | Not enough data | 9.1 (60 reviews) | Not enough data | #### Generative AI | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **AI Text Generation** | Not enough data | 8.4 (30 reviews) | Not enough data | | **AI Text Summarization** | Not enough data | 8.4 (30 reviews) | Not enough data | ### Cloud Migration | Product | Score | Reviews | |---|---|---| | **AWS Database Migration Service** | 9.0/10 | 11 | | **Databricks** | N/A | N/A | | **Fivetran** | N/A | N/A | #### Functionality | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Data Migration** | 9.1 (9 reviews) | Not enough data | Not enough data | | **Data Variety** | 8.9 (6 reviews) | Not enough data | Not enough data | | **Alerts and Logging** | 8.6 (7 reviews) | Not enough data | Not enough data | | **Data Replication** | 8.9 (9 reviews) | Not enough data | Not enough data | #### Management | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Backup and Recovery** | 8.8 (10 reviews) | Not enough data | Not enough data | | **Integration Variety** | 8.9 (9 reviews) | Not enough data | Not enough data | | **Access and Security** | 9.4 (9 reviews) | Not enough data | Not enough data | | **Real time Monitoring** | 9.0 (10 reviews) | Not enough data | Not enough data | #### Security | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Data Protection** | 9.0 (8 reviews) | Not enough data | Not enough data | #### Agentic AI - Cloud Migration | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | Not enough data | | **Multi-step Planning** | Not enough data | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | Not enough data | ### Data Science and Machine Learning Platforms | Product | Score | Reviews | |---|---|---| | **AWS Database Migration Service** | N/A | N/A | | **Databricks** | 8.6/10 | 221 | | **Fivetran** | N/A | N/A | #### System | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Data Ingestion & Wrangling** | Not enough data | 8.9 (182 reviews) | Not enough data | #### Model Development | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Language Support** | Not enough data | 8.8 (187 reviews) | Not enough data | | **Drag and Drop** | Not enough data | 8.0 (190 reviews) | Not enough data | | **Pre-Built Algorithms** | Not enough data | 8.3 (188 reviews) | Not enough data | | **Model Training** | Not enough data | 8.7 (193 reviews) | Not enough data | #### Model Development | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Feature Engineering** | Not enough data | 8.5 (174 reviews) | Not enough data | #### Machine/Deep Learning Services | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Computer Vision** | Not enough data | 8.2 (176 reviews) | Not enough data | | **Natural Language Processing** | Not enough data | 8.5 (182 reviews) | Not enough data | | **Natural Language Generation** | Not enough data | 8.3 (174 reviews) | Not enough data | | **Artificial Neural Networks** | Not enough data | 8.2 (174 reviews) | Not enough data | #### Machine/Deep Learning Services | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Natural Language Understanding** | Not enough data | 8.4 (160 reviews) | Not enough data | | **Deep Learning** | Not enough data | 8.4 (162 reviews) | Not enough data | #### Deployment | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Managed Service** | Not enough data | 8.5 (181 reviews) | Not enough data | | **Application** | Not enough data | 8.7 (182 reviews) | Not enough data | | **Scalability** | Not enough data | 9.0 (190 reviews) | Not enough data | #### Generative AI | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **AI Text Generation** | Not enough data | 8.3 (88 reviews) | Not enough data | | **AI Text Summarization** | Not enough data | 8.4 (89 reviews) | Not enough data | | **AI Text-to-Image** | Not enough data | 7.6 (88 reviews) | Not enough data | #### Agentic AI - Data Science and Machine Learning Platforms | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | 9.3 (10 reviews) | Not enough data | | **Multi-step Planning** | Not enough data | 8.7 (9 reviews) | Not enough data | | **Cross-system Integration** | Not enough data | 8.5 (10 reviews) | Not enough data | | **Adaptive Learning** | Not enough data | 8.9 (9 reviews) | Not enough data | | **Natural Language Interaction** | Not enough data | 9.3 (12 reviews) | Not enough data | | **Proactive Assistance** | Not enough data | 8.8 (8 reviews) | Not enough data | | **Decision Making** | Not enough data | 9.4 (9 reviews) | Not enough data | ### Data Replication | Product | Score | Reviews | |---|---|---| | **AWS Database Migration Service** | 9.4/10 | 8 | | **Databricks** | N/A | N/A | | **Fivetran** | 7.9/10 | 95 | #### Management | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Real-Time Analytics** | 9.0 (7 reviews) | Not enough data | 7.2 (66 reviews) | | **Solution Integration** | 9.7 (5 reviews) | Not enough data | 8.2 (59 reviews) | | **Infrastructure Compatibility** | 9.4 (6 reviews) | Not enough data | 8.5 (77 reviews) | | **Monitoring** | 9.3 (5 reviews) | Not enough data | 8.0 (82 reviews) | #### Solution Provision | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **System Failover** | Not enough data | Not enough data | 7.3 (55 reviews) | | **Pay by Usage** | 9.7 (5 reviews) | Not enough data | 8.3 (71 reviews) | | **Service Provision** | Not enough data | Not enough data | 7.6 (54 reviews) | ### Data Warehouse | Product | Score | Reviews | |---|---|---| | **AWS Database Migration Service** | N/A | N/A | | **Databricks** | 8.8/10 | 208 | | **Fivetran** | N/A | N/A | #### Data Management | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Data Integration** | Not enough data | 9.1 (189 reviews) ✓ Verified | Not enough data | | **Data Compression** | Not enough data | 8.9 (182 reviews) ✓ Verified | Not enough data | | **Data Quality** | Not enough data | 8.9 (183 reviews) ✓ Verified | Not enough data | | **Built-In Data Analytics** | Not enough data | 8.8 (181 reviews) ✓ Verified | Not enough data | | **In-Database Machine Learning** | Not enough data | 8.7 (169 reviews) ✓ Verified | Not enough data | | **Data Lake Analytics** | Not enough data | 9.1 (173 reviews) ✓ Verified | Not enough data | #### Integration | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **AI/ ML Integration** | Not enough data | 8.8 (172 reviews) ✓ Verified | Not enough data | | **BI Tool Integration** | Not enough data | 8.8 (169 reviews) ✓ Verified | Not enough data | | **Data lake Integration** | Not enough data | 9.1 (177 reviews) ✓ Verified | Not enough data | #### Deployment | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **On-Premise** | Not enough data | 7.9 (157 reviews) ✓ Verified | Not enough data | | **Cloud** | Not enough data | 9.2 (180 reviews) ✓ Verified | Not enough data | #### Performance | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Scalability** | Not enough data | 9.2 (182 reviews) ✓ Verified | Not enough data | #### Security | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Data Governance** | Not enough data | 8.9 (174 reviews) ✓ Verified | Not enough data | | **Data Security** | Not enough data | 8.9 (170 reviews) ✓ Verified | Not enough data | #### Generative AI | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **AI Text Generation** | Not enough data | 8.5 (78 reviews) | Not enough data | | **AI Text Summarization** | Not enough data | 8.4 (77 reviews) | Not enough data | ### Database Management Systems (DBMS) | Product | Score | Reviews | |---|---|---| | **AWS Database Migration Service** | N/A | N/A | | **Databricks** | N/A | N/A | | **Fivetran** | N/A | N/A | #### Management | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Data dictionary** | Not enough data | Not enough data | Not enough data | | **Data Replication** | Not enough data | Not enough data | Not enough data | | **Query Language** | Not enough data | Not enough data | Not enough data | | **Data Modeling** | Not enough data | Not enough data | Not enough data | | **Performance Analysis** | Not enough data | Not enough data | Not enough data | #### Maintenance | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Data Migration** | Not enough data | Not enough data | Not enough data | | **Backup and Recovery** | Not enough data | Not enough data | Not enough data | | **Multi-User Environment** | Not enough data | Not enough data | Not enough data | #### Security | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Data Encryption** | Not enough data | Not enough data | Not enough data | | **User Access Control** | Not enough data | Not enough data | Not enough data | ### DataOps Platforms | Product | Score | Reviews | |---|---|---| | **AWS Database Migration Service** | N/A | N/A | | **Databricks** | 9.0/10 | 83 | | **Fivetran** | N/A | N/A | #### Data Management | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Data Integration** | Not enough data | 9.0 (71 reviews) | Not enough data | | **Metadata** | Not enough data | 8.8 (74 reviews) | Not enough data | | **Self-service** | Not enough data | 8.9 (73 reviews) | Not enough data | | **Automated workflows** | Not enough data | 9.2 (72 reviews) | Not enough data | #### Agentic AI - DataOps Platforms | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Autonomous Task Execution** | Not enough data | 9.3 (12 reviews) | Not enough data | | **Multi-step Planning** | Not enough data | 9.2 (10 reviews) | Not enough data | | **Cross-system Integration** | Not enough data | 9.2 (12 reviews) | Not enough data | | **Adaptive Learning** | Not enough data | 9.2 (11 reviews) | Not enough data | | **Decision Making** | Not enough data | 9.5 (11 reviews) | Not enough data | #### Analytics | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Analytics capabilities** | Not enough data | 8.9 (71 reviews) | Not enough data | | **Dasboard visualizations** | Not enough data | 8.6 (70 reviews) | Not enough data | #### Monitoring and Management | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Data Observability** | Not enough data | 8.7 (70 reviews) | Not enough data | | **Testing capabilities** | Not enough data | 8.7 (71 reviews) | Not enough data | #### Cloud Deployment | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Hybrid cloud support** | Not enough data | 9.0 (66 reviews) | Not enough data | | **Cloud migration capabilities** | Not enough data | 9.1 (67 reviews) | Not enough data | #### Generative AI | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **AI Text Generation** | Not enough data | 9.0 (39 reviews) | Not enough data | | **AI Text Summarization** | Not enough data | 9.0 (39 reviews) | Not enough data | ### Generative AI Infrastructure | Product | Score | Reviews | |---|---|---| | **AWS Database Migration Service** | N/A | N/A | | **Databricks** | N/A | N/A | | **Fivetran** | N/A | N/A | #### Scalability and Performance - Generative AI Infrastructure | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **AI High Availability** | Not enough data | Not enough data | Not enough data | | **AI Model Training Scalability** | Not enough data | Not enough data | Not enough data | | **AI Inference Speed** | Not enough data | Not enough data | Not enough data | #### Cost and Efficiency - Generative AI Infrastructure | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **AI Cost per API Call** | Not enough data | Not enough data | Not enough data | | **AI Resource Allocation Flexibility** | Not enough data | Not enough data | Not enough data | | **AI Energy Efficiency** | Not enough data | Not enough data | Not enough data | #### Integration and Extensibility - Generative AI Infrastructure | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **AI Multi-cloud Support** | Not enough data | Not enough data | Not enough data | | **AI Data Pipeline Integration** | Not enough data | Not enough data | Not enough data | | **AI API Support and Flexibility** | Not enough data | Not enough data | Not enough data | #### Security and Compliance - Generative AI Infrastructure | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **AI GDPR and Regulatory Compliance** | Not enough data | Not enough data | Not enough data | | **AI Role-based Access Control** | Not enough data | Not enough data | Not enough data | | **AI Data Encryption** | Not enough data | Not enough data | Not enough data | #### Usability and Support - Generative AI Infrastructure | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **AI Documentation Quality** | Not enough data | Not enough data | Not enough data | | **AI Community Activity** | Not enough data | Not enough data | Not enough data | ### AI Agent Builders | Product | Score | Reviews | |---|---|---| | **AWS Database Migration Service** | N/A | N/A | | **Databricks** | N/A | N/A | | **Fivetran** | N/A | N/A | #### Customization - AI Agent Builders | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Natural Language Configuration** | Not enough data | Not enough data | Not enough data | | **Tone Customization** | Not enough data | Not enough data | Not enough data | | **Security Guardrails** | Not enough data | Not enough data | Not enough data | #### Functionality - AI Agent Builders | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Omni-channel Support** | Not enough data | Not enough data | Not enough data | | **Agent Branding** | Not enough data | Not enough data | Not enough data | | **Proactive Response Capabilities** | Not enough data | Not enough data | Not enough data | | **Seamless Human Escalation** | Not enough data | Not enough data | Not enough data | #### Data and Analytics - AI Agent Builders | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Analytics & Reporting** | Not enough data | Not enough data | Not enough data | | **Contextual Awareness** | Not enough data | Not enough data | Not enough data | | **Data Privacy Compliance** | Not enough data | Not enough data | Not enough data | #### Integration - AI Agent Builders | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Workflow Automation** | Not enough data | Not enough data | Not enough data | | **API Usage** | Not enough data | Not enough data | Not enough data | | **Platform Interoperability** | Not enough data | Not enough data | Not enough data | | **CRM Data Integration** | Not enough data | Not enough data | Not enough data | ### AI Gateways | Product | Score | Reviews | |---|---|---| | **AWS Database Migration Service** | N/A | N/A | | **Databricks** | N/A | N/A | | **Fivetran** | N/A | N/A | #### Traffic Management & Performance - AI Gateways | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Token-Aware Rate Limiting** | Not enough data | Not enough data | Not enough data | | **Semantic Caching** | Not enough data | Not enough data | Not enough data | | **Multi-Model Routing & Fallbacks** | Not enough data | Not enough data | Not enough data | #### Governance & Observability - AI Gateways | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Data Privacy** | Not enough data | Not enough data | Not enough data | | **Cost Tracking** | Not enough data | Not enough data | Not enough data | | **Centralized API Key Security** | Not enough data | Not enough data | Not enough data | ### Backup | Product | Score | Reviews | |---|---|---| | **AWS Database Migration Service** | N/A | N/A | | **Databricks** | N/A | N/A | | **Fivetran** | N/A | N/A | #### Management | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Disaster Recovery** | Not enough data | Not enough data | Not enough data | | **Remote Backup** | Not enough data | Not enough data | Not enough data | | **Storage Formats** | Not enough data | Not enough data | Not enough data | | **Scheduled Backups** | Not enough data | Not enough data | Not enough data | | **On-Demand Restoration** | Not enough data | Not enough data | Not enough data | #### Reporting | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Activity Monitoring** | Not enough data | Not enough data | Not enough data | | **Documentation** | Not enough data | Not enough data | Not enough data | | **Alerts/Notifications** | Not enough data | Not enough data | Not enough data | #### Security | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Data Encryption** | Not enough data | Not enough data | Not enough data | | **Security and Compliance** | Not enough data | Not enough data | Not enough data | | **Deduplication ** | Not enough data | Not enough data | Not enough data | ### Big Data Processing and Distribution | Product | Score | Reviews | |---|---|---| | **AWS Database Migration Service** | N/A | N/A | | **Databricks** | 8.9/10 | 331 | | **Fivetran** | N/A | N/A | #### Database | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Real-Time Data Collection** | Not enough data | 8.7 (238 reviews) | Not enough data | | **Data Distribution** | Not enough data | 8.9 (246 reviews) | Not enough data | | **Data Lake** | Not enough data | 9.3 (268 reviews) | Not enough data | #### Integrations | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Hadoop Integration** | Not enough data | 8.3 (219 reviews) | Not enough data | | **Spark Integration** | Not enough data | 9.1 (272 reviews) | Not enough data | #### Platform | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Machine Scaling** | Not enough data | 9.0 (268 reviews) | Not enough data | | **Data Preparation** | Not enough data | 8.9 (255 reviews) | Not enough data | | **Spark Integration** | Not enough data | 9.1 (272 reviews) | Not enough data | #### Processing | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Cloud Processing** | Not enough data | 9.1 (252 reviews) | Not enough data | | **Workload Processing** | Not enough data | 9.0 (260 reviews) | Not enough data | ### Big Data Analytics | Product | Score | Reviews | |---|---|---| | **AWS Database Migration Service** | N/A | N/A | | **Databricks** | 8.9/10 | 264 | | **Fivetran** | N/A | N/A | #### Data Transformation | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Real-Time Analytics** | Not enough data | 8.9 (229 reviews) | Not enough data | | **Data Querying** | Not enough data | 9.1 (238 reviews) | Not enough data | #### Connectivity | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Hadoop Integration** | Not enough data | 8.7 (208 reviews) | Not enough data | | **Spark Integration** | Not enough data | 9.2 (233 reviews) | Not enough data | | **Multi-Source Analysis** | Not enough data | 9.0 (223 reviews) | Not enough data | | **Data Lake** | Not enough data | 9.2 (232 reviews) | Not enough data | #### Operations | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Data Visualization** | Not enough data | 8.4 (230 reviews) | Not enough data | | **Data Workflow** | Not enough data | 8.8 (229 reviews) | Not enough data | | **Governed Discovery** | Not enough data | 8.7 (216 reviews) | Not enough data | | **Embedded Analytics** | Not enough data | 8.6 (213 reviews) | Not enough data | | **Notebooks** | Not enough data | 9.3 (234 reviews) | Not enough data | ### Big Data | Product | Score | Reviews | |---|---|---| | **AWS Database Migration Service** | N/A | N/A | | **Databricks** | 8.5/10 | 197 | | **Fivetran** | N/A | N/A | #### Building Reports | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Data Transformation** | Not enough data | 9.1 (166 reviews) | Not enough data | | **Data Modeling** | Not enough data | 8.7 (157 reviews) | Not enough data | | **WYSIWYG Report Design** | Not enough data | 7.7 (128 reviews) | Not enough data | | **Integration APIs** | Not enough data | 8.5 (157 reviews) | Not enough data | #### Platform | Feature | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **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 **Shared Categories (1):** [ETL Tools](https://www.g2.com/categories/etl-tools) **Unique to AWS Database Migration Service (2):** [Cloud Migration Software](https://www.g2.com/categories/cloud-migration), [Data Replication Software](https://www.g2.com/categories/data-replication) **Unique to Databricks (12):** [DataOps Platforms](https://www.g2.com/categories/dataops-platforms), [MLOps Platforms](https://www.g2.com/categories/mlops-platforms), [Data Governance Tools](https://www.g2.com/categories/data-governance-tools), [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 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), [Data Warehouse Solutions](https://www.g2.com/categories/data-warehouse), [Database Management Systems (DBMS)](https://www.g2.com/categories/database-management-systems-dbms), [Generative AI Infrastructure Software](https://www.g2.com/categories/generative-ai-infrastructure), [ AI Agent Builders Software](https://www.g2.com/categories/ai-agent-builders), [AI Gateways Software](https://www.g2.com/categories/ai-gateways) **Unique to Fivetran (2):** [Data Replication Software](https://www.g2.com/categories/data-replication), [Data Extraction Tools](https://www.g2.com/categories/data-extraction-tools) --- ## Reviewer Demographics ### By Company Size | Segment | AWS Database Migration Service | Databricks | Fivetran | |---|---|---|---| | **Small-Business** | 25.5% | 15.8% | 27.4% | | **Mid-Market** | 31.9% | 40.5% | 59.1% | | **Enterprise** | 42.6% | 43.6% | 13.5% | ### By Industry #### AWS Database Migration Service - **Information Technology and Services:** 21.3% - **Computer Software:** 17.0% - **Telecommunications:** 14.9% - **Financial Services:** 10.6% - **Health, Wellness and Fitness:** 4.3% - **Alternative Medicine:** 2.1% - **Biotechnology:** 2.1% - **Construction:** 2.1% - **Consumer Goods:** 2.1% - **E-Learning:** 2.1% - **Other:** 21.3% #### Databricks - **Information Technology and Services:** 15.9% - **Financial Services:** 10.3% - **Computer Software:** 8.7% - **Consulting:** 3.9% - **Hospital & Health Care:** 3.9% - **Retail:** 3.4% - **Marketing and Advertising:** 3.2% - **Insurance:** 3.1% - **Telecommunications:** 2.8% - **Manufacturing:** 2.7% - **Other:** 42.2% #### Fivetran - **Computer Software:** 21.9% - **Information Technology and Services:** 17.4% - **Financial Services:** 8.6% - **Retail:** 5.1% - **Marketing and Advertising:** 3.6% - **Consumer Goods:** 2.3% - **Insurance:** 2.3% - **Education Management:** 2.1% - **Internet:** 2.1% - **Health, Wellness and Fitness:** 1.9% - **Other:** 32.7% --- ## Alternatives ### Alternatives to AWS Database Migration Service - [Qlik Replicate](https://www.g2.com/products/qlik-replicate/reviews) — 4.3/5 stars (110 reviews) - [Azure Data Factory](https://www.g2.com/products/azure-data-factory/reviews) — 4.6/5 stars (100 reviews) - [Oracle GoldenGate](https://www.g2.com/products/oracle-goldengate/reviews) — 3.9/5 stars (34 reviews) - [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (576 reviews) - [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (755 reviews) - [Veeam Data Platform](https://www.g2.com/products/veeam-data-platform/reviews) — 4.6/5 stars (717 reviews) - [Agentforce 360 Platform (formerly Salesforce Platform)](https://www.g2.com/products/agentforce-360-platform-formerly-salesforce-platform/reviews) — 4.5/5 stars (4000 reviews) - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1234 reviews) - [Celigo](https://www.g2.com/products/celigo/reviews) — 4.6/5 stars (1052 reviews) - [Domo](https://www.g2.com/products/domo/reviews) — 4.3/5 stars (1005 reviews) ### Alternatives to Databricks - [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (751 reviews) - [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (373 reviews) - [Google Cloud BigQuery](https://www.g2.com/products/google-cloud-bigquery/reviews) — 4.5/5 stars (1234 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (809 reviews) - [Gemini Enterprise Agent Platform](https://www.g2.com/products/gemini-enterprise-agent-platform/reviews) — 4.3/5 stars (657 reviews) - [Qubole](https://www.g2.com/products/qubole/reviews) — 4.0/5 stars (259 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (798 reviews) - [dbt](https://www.g2.com/products/dbt/reviews) — 4.7/5 stars (206 reviews) - [SAP HANA Cloud](https://www.g2.com/products/sap-hana-cloud-2025-10-01/reviews) — 4.3/5 stars (621 reviews) ### Alternatives to Fivetran - [Skyvia](https://www.g2.com/products/skyvia/reviews) — 4.8/5 stars (321 reviews) - [Hevo Data](https://www.g2.com/products/hevo-data/reviews) — 4.4/5 stars (276 reviews) - [Boomi Data Integration](https://www.g2.com/products/boomi-data-integration/reviews) — 4.7/5 stars (121 reviews) - [Qlik Replicate](https://www.g2.com/products/qlik-replicate/reviews) — 4.3/5 stars (110 reviews) - [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (755 reviews) - [Adverity](https://www.g2.com/products/adverity/reviews) — 4.4/5 stars (268 reviews) - [Integrate.io](https://www.g2.com/products/integrate-io/reviews) — 4.3/5 stars (212 reviews) - [AWS Glue](https://www.g2.com/products/aws-glue/reviews) — 4.3/5 stars (202 reviews) - [Supermetrics](https://www.g2.com/products/supermetrics/reviews) — 4.4/5 stars (823 reviews) - [Dataddo](https://www.g2.com/products/dataddo/reviews) — 4.7/5 stars (185 reviews) --- ## Top Discussions ### AWS Database Migration Service No discussions available for this product. ### Databricks - Title: [What is Lakehouse in Databricks?](https://www.g2.com/discussions/what-is-lakehouse-in-databricks) — 4 comments, 2 upvotes > **Top comment:** "Lakehouse architecture is the merging of the data warehouse and data lake concepts into a single platform, with built-in support for lineage maintenance and ML." - Title: [What are the features of Databricks?](https://www.g2.com/discussions/what-are-the-features-of-databricks) — 4 comments, 2 upvotes > **Top comment:** "Delta Lake Lakehosue platform Schema evolution Data quarantine & Data Quality Data Integration & Transformations" - Title: [What does Databricks software do?](https://www.g2.com/discussions/what-does-databricks-software-do) — 3 comments > **Top comment:** "It will work like Hadoop, databricks provide the services like big data. Databricks also work like in advanced level it's have capability to process large..." - Title: [What is Databricks unified analytics platform?](https://www.g2.com/discussions/what-is-databricks-unified-analytics-platform) — 3 comments > **Top comment:** "Databricks' Unified Data Analytics Platform helps organizations accelerate innovation by unifying data science with engineering and business. With Databricks..." ### Fivetran - Title: [Is Fivetran an ETL tool?](https://www.g2.com/discussions/is-fivetran-an-etl-tool) — 2 comments > **Top comment:** "Fivetran is actually an "ELT" tool. It Extracts, Loads, and then Transforms, keeping a copy of both the source data as well as the transformed data." - Title: [What is Fivetran used for?](https://www.g2.com/discussions/fivetran-what-is-fivetran-used-for) — 1 comment > **Top comment:** "Data extraction from operational systems for us in reporting and analytical environments" - Title: [How much does Fivetran cost?](https://www.g2.com/discussions/how-much-does-fivetran-cost) — 1 comment > **Top comment:** "Fivetran charges according to a concept called MAR, Monthly Active Rows. 1 MAR is good for 1000 unique rows. If a row is updated more than once in a given..." - Title: [How else are you using Census?](https://www.g2.com/discussions/how-else-are-you-using-census) — 1 comment, 2 upvotes *(includes official response)* > **Top comment:** "Hey Nikolas, Would love other Census users to chime in, but there are lots of use cases our customers use us for :) In fact, we recently revamped our..." - Title: [How to sync data from Snowflake to Salesforce.](https://www.g2.com/discussions/how-to-sync-data-from-snowflake-to-salesforce) — 1 comment, 2 upvotes *(includes official response)* > **Top comment:** "Hey Shannel, Thanks for the question. Syncing data from Snowflake to Salesforce is really simple with Census. Here is a video showing the end to end..." --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/aws-database-migration-service-vs-databricks-vs-fivetran)