# HVR, Qubole vs Oracle GoldenGate Comparison | | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **Star Rating** | 4.2 out of 5 | 4.0 out of 5 | 3.9 out of 5 | | **Total Reviews** | 13 | 259 | 34 | | **Largest Market Segment** | Enterprise (76.9% of reviews) | Enterprise (51.1% of reviews) | Enterprise (80.0% of reviews) | | **Entry Level Price** | No pricing available | 30 day free trial | No pricing available | --- ## Ratings Comparison | Rating | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **Meets Requirements** | 8.0 (10 reviews) | 8.4 (211 reviews) | 8.9 (22 reviews) | | **Ease of Use** | 7.8 (9 reviews) | 7.8 (212 reviews) | 7.4 (22 reviews) | | **Ease of Setup** | 8.9 (6 reviews) | 7.6 (60 reviews) | 8.3 (13 reviews) | | **Ease of Admin** | 8.3 (6 reviews) | 7.6 (58 reviews) | 7.6 (15 reviews) | | **Quality of Support** | 8.1 (9 reviews) | 7.9 (177 reviews) | 7.9 (22 reviews) | | **Has the product been a good partner in doing business?** | 9.8 (7 reviews) | 8.1 (61 reviews) | 8.8 (14 reviews) | | **Product Direction (% positive)** | 8.7 (9 reviews) | 7.1 (208 reviews) | 6.1 (21 reviews) | --- ## Pricing ### HVR #### Entry-Level Pricing No pricing available #### Free Trial Yes ### Qubole #### Entry-Level Pricing Plan: Free Trial Price: 30 day free trial Description: Free access to Qubole for 30 days to build data pipelines, bring machine learning to production, and analyze any data type from any data source. Get started today: https://www.qubole.com/free-trial/ [Browse all 3 editions](https://www.g2.com/products/qubole/pricing) #### Free Trial Yes ### Oracle GoldenGate #### Entry-Level Pricing No pricing available #### Free Trial No information available --- ## Features Comparison By Category ### Data Mapping | Product | Score | Reviews | |---|---|---| | **HVR** | N/A | N/A | | **Qubole** | N/A | N/A | | **Oracle GoldenGate** | N/A | N/A | #### Functionality | Feature | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **Data visualisation** | Not enough data | Not enough data | Not enough data | | **Data transformation** | Not enough data | Not enough data | Not enough data | | **Data migration** | Not enough data | Not enough data | Not enough data | | **Process various formats** | Not enough data | Not enough data | Not enough data | | **No-code functionality** | Not enough data | Not enough data | Not enough data | | **Data manipulation** | Not enough data | Not enough data | Not enough data | | **Analytics** | Not enough data | Not enough data | Not enough data | | **Reporting** | Not enough data | Not enough data | Not enough data | ### Data Science and Machine Learning Platforms | Product | Score | Reviews | |---|---|---| | **HVR** | N/A | N/A | | **Qubole** | 8.2/10 | 7 | | **Oracle GoldenGate** | N/A | N/A | #### System | Feature | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **Data Ingestion & Wrangling** | Not enough data | 9.0 (7 reviews) | Not enough data | #### Model Development | Feature | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **Language Support** | Not enough data | 7.9 (7 reviews) | Not enough data | | **Drag and Drop** | Not enough data | 6.7 (5 reviews) | Not enough data | | **Pre-Built Algorithms** | Not enough data | 8.0 (5 reviews) | Not enough data | | **Model Training** | Not enough data | 8.1 (6 reviews) | Not enough data | #### Model Development | Feature | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **Feature Engineering** | Not enough data | 8.3 (5 reviews) | Not enough data | #### Machine/Deep Learning Services | Feature | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **Computer Vision** | Not enough data | Not enough data | Not enough data | | **Natural Language Processing** | Not enough data | Not enough data | Not enough data | | **Natural Language Generation** | Not enough data | Not enough data | Not enough data | | **Artificial Neural Networks** | Not enough data | Not enough data | Not enough data | #### Machine/Deep Learning Services | Feature | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **Natural Language Understanding** | Not enough data | Not enough data | Not enough data | | **Deep Learning** | Not enough data | 8.0 (5 reviews) | Not enough data | #### Deployment | Feature | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **Managed Service** | Not enough data | 9.0 (5 reviews) | Not enough data | | **Application** | Not enough data | 8.3 (6 reviews) | Not enough data | | **Scalability** | Not enough data | 8.8 (7 reviews) | Not enough data | #### Generative AI | Feature | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **AI Text Generation** | Not enough data | Not enough data | Not enough data | | **AI Text Summarization** | Not enough data | Not enough data | Not enough data | | **AI Text-to-Image** | Not enough data | Not enough data | Not enough data | #### Agentic AI - Data Science and Machine Learning Platforms | Feature | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **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 | | **Natural Language Interaction** | 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 Replication | Product | Score | Reviews | |---|---|---| | **HVR** | N/A | N/A | | **Qubole** | N/A | N/A | | **Oracle GoldenGate** | N/A | N/A | #### Management | Feature | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **Real-Time Analytics** | Not enough data | Not enough data | Not enough data | | **Solution Integration** | Not enough data | Not enough data | Not enough data | | **Infrastructure Compatibility** | Not enough data | Not enough data | Not enough data | | **Monitoring** | Not enough data | Not enough data | Not enough data | #### Solution Provision | Feature | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **System Failover** | Not enough data | Not enough data | Not enough data | | **Pay by Usage** | Not enough data | Not enough data | Not enough data | | **Service Provision** | Not enough data | Not enough data | Not enough data | ### Backup | Product | Score | Reviews | |---|---|---| | **HVR** | N/A | N/A | | **Qubole** | N/A | N/A | | **Oracle GoldenGate** | N/A | N/A | #### Management | Feature | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **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 | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **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 | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **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 | |---|---|---| | **HVR** | 9.2/10 | 5 | | **Qubole** | 8.4/10 | 111 | | **Oracle GoldenGate** | N/A | N/A | #### Database | Feature | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **Real-Time Data Collection** | 9.3 (5 reviews) | 8.0 (64 reviews) | Not enough data | | **Data Distribution** | 9.0 (5 reviews) | 8.4 (83 reviews) | Not enough data | | **Data Lake** | Not enough data | 8.3 (79 reviews) | Not enough data | #### Integrations | Feature | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **Hadoop Integration** | Not enough data | 8.6 (81 reviews) | Not enough data | | **Spark Integration** | Not enough data | 8.6 (87 reviews) | Not enough data | #### Platform | Feature | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **Machine Scaling** | Not enough data | 8.3 (72 reviews) | Not enough data | | **Data Preparation** | Not enough data | 8.3 (82 reviews) | Not enough data | | **Spark Integration** | Not enough data | 8.6 (87 reviews) | Not enough data | #### Processing | Feature | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **Cloud Processing** | Not enough data | 8.5 (85 reviews) | Not enough data | | **Workload Processing** | Not enough data | 8.3 (82 reviews) | Not enough data | ### Big Data Analytics | Product | Score | Reviews | |---|---|---| | **HVR** | N/A | N/A | | **Qubole** | 8.1/10 | 174 | | **Oracle GoldenGate** | N/A | N/A | #### Data Transformation | Feature | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **Real-Time Analytics** | Not enough data | 8.0 (119 reviews) ✓ Verified | Not enough data | | **Data Querying** | Not enough data | 8.8 (10 reviews) ✓ Verified | Not enough data | #### Connectivity | Feature | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **Hadoop Integration** | Not enough data | 8.8 (107 reviews) ✓ Verified | Not enough data | | **Spark Integration** | Not enough data | 8.6 (123 reviews) ✓ Verified | Not enough data | | **Multi-Source Analysis** | Not enough data | 8.3 (108 reviews) ✓ Verified | Not enough data | | **Data Lake** | Not enough data | 8.5 (113 reviews) ✓ Verified | Not enough data | #### Operations | Feature | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **Data Visualization** | Not enough data | 7.0 (104 reviews) ✓ Verified | Not enough data | | **Data Workflow** | Not enough data | 7.8 (116 reviews) ✓ Verified | Not enough data | | **Governed Discovery** | Not enough data | 7.2 (75 reviews) ✓ Verified | Not enough data | | **Embedded Analytics** | Not enough data | 7.8 (69 reviews) ✓ Verified | Not enough data | | **Notebooks** | Not enough data | 8.8 (11 reviews) ✓ Verified | Not enough data | ### Big Data | Product | Score | Reviews | |---|---|---| | **HVR** | N/A | N/A | | **Qubole** | N/A | N/A | | **Oracle GoldenGate** | N/A | N/A | #### Building Reports | Feature | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **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 | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **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 HVR (5):** [Data Replication Software](https://www.g2.com/categories/data-replication), [Data Mapping Software](https://www.g2.com/categories/data-mapping), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms), [Stream Analytics Software](https://www.g2.com/categories/stream-analytics), [Big Data Processing And Distribution Systems](https://www.g2.com/categories/big-data-processing-and-distribution) **Unique to Qubole (4):** [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), [Big Data Integration Platforms](https://www.g2.com/categories/big-data-integration-platforms) **Unique to Oracle GoldenGate (2):** [On-Premise Data Integration Software](https://www.g2.com/categories/on-premise-data-integration), [Data Replication Software](https://www.g2.com/categories/data-replication) --- ## Reviewer Demographics ### By Company Size | Segment | HVR | Qubole | Oracle GoldenGate | |---|---|---|---| | **Small-Business** | 7.7% | 5.5% | 10.0% | | **Mid-Market** | 15.4% | 43.5% | 10.0% | | **Enterprise** | 76.9% | 51.1% | 80.0% | ### By Industry #### HVR - **Information Technology and Services:** 15.4% - **Hospital & Health Care:** 15.4% - **Computer Software:** 15.4% - **Semiconductors:** 7.7% - **Retail:** 7.7% - **Logistics and Supply Chain:** 7.7% - **Financial Services:** 7.7% - **Construction:** 7.7% - **Banking:** 7.7% - **Airlines/Aviation:** 7.7% #### Qubole - **Computer Software:** 19.4% - **Information Technology and Services:** 14.3% - **Marketing and Advertising:** 12.2% - **Internet:** 6.8% - **Leisure, Travel & Tourism:** 4.2% - **Transportation/Trucking/Railroad:** 3.8% - **Entertainment:** 3.4% - **Financial Services:** 3.0% - **Retail:** 2.5% - **Information Services:** 2.1% - **Other:** 28.3% #### Oracle GoldenGate - **Financial Services:** 20.0% - **Information Technology and Services:** 10.0% - **Marketing and Advertising:** 6.7% - **Computer Software:** 6.7% - **Internet:** 6.7% - **Health, Wellness and Fitness:** 6.7% - **Accounting:** 3.3% - **Airlines/Aviation:** 3.3% - **Chemicals:** 3.3% - **Computer Networking:** 3.3% - **Other:** 30.0% --- ## Alternatives ### Alternatives to HVR - [Qlik Replicate](https://www.g2.com/products/qlik-replicate/reviews) — 4.3/5 stars (110 reviews) - [Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 reviews) - [Google Cloud 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[Snowflake](https://www.g2.com/products/snowflake/reviews) — 4.6/5 stars (754 reviews) - [Cloudera Data Platform](https://www.g2.com/products/cloudera-cloudera-data-platform/reviews) — 4.1/5 stars (136 reviews) - [Alteryx](https://www.g2.com/products/alteryx/reviews) — 4.6/5 stars (810 reviews) - [MATLAB](https://www.g2.com/products/matlab/reviews) — 4.5/5 stars (770 reviews) - [Posit](https://www.g2.com/products/posit-posit/reviews) — 4.5/5 stars (570 reviews) - [Teradata Vantage](https://www.g2.com/products/teradata-teradata-vantage/reviews) — 4.3/5 stars (375 reviews) - [Splunk Enterprise](https://www.g2.com/products/splunk-enterprise/reviews) — 4.3/5 stars (433 reviews) - [Altair AI Studio](https://www.g2.com/products/rapidminer-studio/reviews) — 4.6/5 stars (516 reviews) ### Alternatives to Oracle GoldenGate - [Qlik Replicate](https://www.g2.com/products/qlik-replicate/reviews) — 4.3/5 stars (110 reviews) - [SharePlex](https://www.g2.com/products/shareplex/reviews) — 4.3/5 stars (23 reviews) - [AWS Database Migration Service](https://www.g2.com/products/aws-database-migration-service/reviews) — 4.1/5 stars (50 reviews) - [Microsoft SQL Server](https://www.g2.com/products/microsoft-sql-server/reviews) — 4.4/5 stars (2280 reviews) - [Fivetran](https://www.g2.com/products/fivetran/reviews) — 4.3/5 stars (795 reviews) - [Veeam Data Platform](https://www.g2.com/products/veeam-data-platform/reviews) — 4.6/5 stars (717 reviews) - [NAKIVO Backup & Replication](https://www.g2.com/products/nakivo-backup-replication/reviews) — 4.7/5 stars (353 reviews) - [Cleo Integration Cloud](https://www.g2.com/products/cleo-integration-cloud/reviews) — 4.4/5 stars (558 reviews) - [SnapLogic Intelligent Integration Platform (IIP)](https://www.g2.com/products/snaplogic-intelligent-integration-platform-iip/reviews) — 4.4/5 stars (398 reviews) - [Workato](https://www.g2.com/products/workato/reviews) — 4.7/5 stars (755 reviews) --- ## Top Discussions ### HVR No discussions available for this product. ### Qubole - Title: [How do i integrate more charts or graphs in Qubole Notebooks in SQL for quick visualization](https://www.g2.com/discussions/14372-how-do-i-integrate-more-charts-or-graphs-in-qubole-notebooks-in-sql-for-quick-visualization) — 2 comments, 1 upvote > **Top comment:** "There are some basic charts available when using SQL + Notebooks. If you are open to using python you can also take advantage of other packages:..." - Title: [1.What is the best way to pass external spark packages in Qubole Notebooks?;](https://www.g2.com/discussions/14281-1-what-is-the-best-way-to-pass-external-spark-packages-in-qubole-notebooks) — 2 comments, 1 upvote > **Top comment:** "There may be a few options depending on whether you are looking for java or python: Package Management..." - Title: [How to get logs from Qubole if I run traditional jar instead of Python](https://www.g2.com/discussions/32355-how-to-get-logs-from-qubole-if-i-run-traditional-jar-instead-of-python) — 1 comment, 1 upvote > **Top comment:** "Hi Lalit, I'll probably need more information before giving a good answer. If you are submitting jobs from our API can you see if this..." - Title: [if you include bit more like Charts and graphical presentation for the financial it be more helpfull](https://www.g2.com/discussions/14602-if-you-include-bit-more-like-charts-and-graphical-presentation-for-the-financial-it-be-more-helpfull) — 1 comment, 1 upvote > **Top comment:** "Qubole includes a comprehensive financial governance solution for monitoring big data workload spend, with pre-built and customizable reports and..." - Title: [How do I integrate elastic search with use of qubole in Tableau.](https://www.g2.com/discussions/14506-how-do-i-integrate-elastic-search-with-use-of-qubole-in-tableau) — 1 comment, 1 upvote > **Top comment:** "Hi Manjul, Difficult to answer without more details. Reach out to your Customer Success Manager or the Qubole administrators within your organization -..." ### Oracle GoldenGate No discussions available for this product. --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/hvr-vs-qubole-vs-oracle-goldengate)