# Soda vs VMware Tanzu CloudHealth Comparison | | Soda | VMware Tanzu CloudHealth | |---|---|---| | **Star Rating** | 4.4 out of 5 | 4.1 out of 5 | | **Total Reviews** | 55 | 11 | | **Largest Market Segment** | Mid-Market (43.6% of reviews) | Mid-Market (54.5% of reviews) | | **Entry Level Price** | $0.00 3 Production Datasets Per Month | No pricing available | --- ## Top Pros & Cons ### Soda Pros: - Data Quality (2 reviews) - Customer Support (1 reviews) Cons: - Limited Functionality (2 reviews) - Access Control (1 reviews) ### VMware Tanzu CloudHealth **Not enough data** --- ## Ratings Comparison | Rating | Soda | VMware Tanzu CloudHealth | |---|---|---| | **Meets Requirements** | 8.7 (49 reviews) | 8.3 (7 reviews) | | **Ease of Use** | 8.5 (50 reviews) | 8.3 (7 reviews) | | **Ease of Setup** | 8.4 (29 reviews) | Not enough data | | **Ease of Admin** | 8.6 (22 reviews) | Not enough data | | **Quality of Support** | 8.7 (49 reviews) | 9.0 (5 reviews) | | **Has the product been a good partner in doing business?** | 8.9 (22 reviews) | Not enough data | | **Product Direction (% positive)** | 9.0 (49 reviews) | 8.3 (7 reviews) | --- ## Pricing ### Soda #### Entry-Level Pricing Plan: Free Price: $0.00 3 Production Datasets Per Month Description: Great for small projects Key Features: - Pipeline testing - Metrics observability - Alerting & ticketing integrations [Browse all 3 editions](https://www.g2.com/products/soda/pricing) #### Free Trial Yes ### VMware Tanzu CloudHealth #### Entry-Level Pricing No pricing available #### Free Trial Yes --- ## Features Comparison By Category ### Cloud Cost Management | Product | Score | Reviews | |---|---|---| | **Soda** | N/A | N/A | | **VMware Tanzu CloudHealth** | 8.9/10 | 6 | #### Operations | Feature | Soda | VMware Tanzu CloudHealth | |---|---|---| | **Scheduling** | Not enough data | Not enough data | | **Automation** | Not enough data | Not enough data | | **Multi-Cloud Management** | Not enough data | Not enough data | | **Usage Monitoring** | Not enough data | 9.2 (6 reviews) | #### Cost Optimization | Feature | Soda | VMware Tanzu CloudHealth | |---|---|---| | **Spend Forecasting and Optimization ** | Not enough data | 9.2 (6 reviews) | | **Recommendations ** | Not enough data | 7.8 (6 reviews) | | **Spend Tracking ** | Not enough data | 9.2 (6 reviews) | #### Administration | Feature | Soda | VMware Tanzu CloudHealth | |---|---|---| | **Reporting** | Not enough data | 8.9 (6 reviews) | | **Dashboards and Visualizations ** | Not enough data | 9.2 (6 reviews) | | **Compliance** | Not enough data | Not enough data | #### Agentic AI - Cloud Cost Management | Feature | Soda | VMware Tanzu CloudHealth | |---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | | **Proactive Assistance** | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | ### Cloud Management Platforms | Product | Score | Reviews | |---|---|---| | **Soda** | N/A | N/A | | **VMware Tanzu CloudHealth** | N/A | N/A | #### Functionality | Feature | Soda | VMware Tanzu CloudHealth | |---|---|---| | **Cloud Consolidation** | Not enough data | Not enough data | | **Cloud Orchestration** | Not enough data | Not enough data | | **Cloud Optimization** | Not enough data | Not enough data | #### Management | Feature | Soda | VMware Tanzu CloudHealth | |---|---|---| | **Cloud Cost Analytics** | Not enough data | Not enough data | | **Cloud Security** | Not enough data | Not enough data | | **Cloud Resource Management** | Not enough data | Not enough data | | **Cloud Backup and Recovery** | Not enough data | Not enough data | #### Agentic AI - Cloud Management Platforms | Feature | Soda | VMware Tanzu CloudHealth | |---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | ### Data Observability | Product | Score | Reviews | |---|---|---| | **Soda** | 8.2/10 | 24 | | **VMware Tanzu CloudHealth** | N/A | N/A | #### Functionality | Feature | Soda | VMware Tanzu CloudHealth | |---|---|---| | **Real-time Analytics** | 8.0 (22 reviews) | Not enough data | | **Data quality monitoring** | 9.2 (24 reviews) | Not enough data | | **Automation** | 8.1 (24 reviews) | Not enough data | | **End to End visiblity** | 8.8 (24 reviews) | Not enough data | #### Management | Feature | Soda | VMware Tanzu CloudHealth | |---|---|---| | **Anomaly identification** | 8.6 (24 reviews) | Not enough data | | **Single pane view** | 8.3 (20 reviews) | Not enough data | | **Real-time alerts** | 8.6 (23 reviews) | Not enough data | | **Data lineage** | 7.5 (21 reviews) | Not enough data | | **Integrations** | 8.5 (24 reviews) | Not enough data | #### Generative AI | Feature | Soda | VMware Tanzu CloudHealth | |---|---|---| | **AI Text Generation** | 6.1 (14 reviews) | Not enough data | #### Agentic AI - Data Observability | Feature | Soda | VMware Tanzu CloudHealth | |---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | | **Multi-step Planning** | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | | **Natural Language Interaction** | Not enough data | Not enough data | | **Proactive Assistance** | Not enough data | Not enough data | ### Enterprise IT Management | Product | Score | Reviews | |---|---|---| | **Soda** | N/A | N/A | | **VMware Tanzu CloudHealth** | N/A | N/A | #### Analysis | Feature | Soda | VMware Tanzu CloudHealth | |---|---|---| | **Threat Detection** | Not enough data | Not enough data | #### Platform | Feature | Soda | VMware Tanzu CloudHealth | |---|---|---| | **Unified Communications Platform** | Not enough data | Not enough data | | **Remote Access** | Not enough data | Not enough data | | **ITIL Policy Compliance** | Not enough data | Not enough data | | **Asset Tracking** | Not enough data | Not enough data | | **IT Knowledge Management** | Not enough data | Not enough data | #### Security | Feature | Soda | VMware Tanzu CloudHealth | |---|---|---| | **Endpoint Protection** | Not enough data | Not enough data | | **Patch Management** | Not enough data | Not enough data | | **Disaster Recovery** | Not enough data | Not enough data | | **Service Management** | Not enough data | Not enough data | | **Workflow Management** | Not enough data | Not enough data | #### Agentic AI - Enterprise IT Management | Feature | Soda | VMware Tanzu CloudHealth | |---|---|---| | **Autonomous Task Execution** | Not enough data | Not enough data | | **Multi-step Planning** | Not enough data | Not enough data | | **Cross-system Integration** | Not enough data | Not enough data | | **Adaptive Learning** | Not enough data | Not enough data | | **Natural Language Interaction** | Not enough data | Not enough data | | **Proactive Assistance** | Not enough data | Not enough data | | **Decision Making** | Not enough data | Not enough data | ### Data Quality | Product | Score | Reviews | |---|---|---| | **Soda** | 7.8/10 | 44 | | **VMware Tanzu CloudHealth** | N/A | N/A | #### Functionality | Feature | Soda | VMware Tanzu CloudHealth | |---|---|---| | **Identification** | 8.7 (42 reviews) | Not enough data | | **Correction** | Feature Not Available | Not enough data | | **Normalization** | 8.0 (41 reviews) | Not enough data | | **Preventative Cleaning** | Feature Not Available | Not enough data | | **Data Matching** | 7.9 (43 reviews) | Not enough data | #### Management | Feature | Soda | VMware Tanzu CloudHealth | |---|---|---| | **Reporting** | 7.7 (33 reviews) | Not enough data | | **Automation** | Feature Not Available | Not enough data | | **Quality Audits** | 8.5 (42 reviews) | Not enough data | | **Dashboard** | 7.7 (42 reviews) | Not enough data | | **Governance** | 8.2 (38 reviews) | Not enough data | #### Generative AI | Feature | Soda | VMware Tanzu CloudHealth | |---|---|---| | **AI Text Generation** | 5.9 (25 reviews) | Not enough data | | **AI Text Summarization** | 6.3 (25 reviews) | Not enough data | --- ## Categories **Unique to Soda (2):** [Data Quality Tools](https://www.g2.com/categories/data-quality), [Data Observability Software](https://www.g2.com/categories/data-observability) **Unique to VMware Tanzu CloudHealth (3):** [Cloud Cost Management Tools](https://www.g2.com/categories/cloud-cost-management), [Enterprise IT Management Software](https://www.g2.com/categories/enterprise-it-management), [Cloud Management Platforms](https://www.g2.com/categories/cloud-management-platforms) --- ## Reviewer Demographics ### By Company Size | Segment | Soda | VMware Tanzu CloudHealth | |---|---|---| | **Small-Business** | 16.4% | 27.3% | | **Mid-Market** | 43.6% | 54.5% | | **Enterprise** | 40.0% | 18.2% | ### By Industry #### Soda - **Information Technology and Services:** 21.8% - **Computer Software:** 18.2% - **Consulting:** 16.4% - **Financial Services:** 9.1% - **Retail:** 3.6% - **Online Media:** 3.6% - **Consumer Goods:** 3.6% - **Entertainment:** 3.6% - **Automotive:** 1.8% - **Broadcast Media:** 1.8% - **Other:** 16.4% #### VMware Tanzu CloudHealth - **Research:** 18.2% - **Education Management:** 18.2% - **Computer & Network Security:** 18.2% - **Insurance:** 9.1% - **Information Technology and Services:** 9.1% - **Health, Wellness and Fitness:** 9.1% - **Computer Software:** 9.1% - **Computer Games:** 9.1% --- ## Alternatives ### Alternatives to Soda - [Monte Carlo](https://www.g2.com/products/monte-carlo/reviews) — 4.3/5 stars (535 reviews) - [Great Expectations](https://www.g2.com/products/great-expectations/reviews) — 4.5/5 stars (11 reviews) - [Anomalo](https://www.g2.com/products/anomalo/reviews) — 4.4/5 stars (44 reviews) - [dbt](https://www.g2.com/products/dbt/reviews) — 4.7/5 stars (209 reviews) - [Demandbase One](https://www.g2.com/products/demandbase-one/reviews) — 4.4/5 stars (1988 reviews) - [SAS Viya](https://www.g2.com/products/sas-sas-viya/reviews) — 4.3/5 stars (817 reviews) - [GTM Studio - Powered by ZoomInfo](https://www.g2.com/products/gtm-studio-powered-by-zoominfo/reviews) — 4.5/5 stars (3512 reviews) - [Planhat](https://www.g2.com/products/planhat/reviews) — 4.5/5 stars (954 reviews) - [HubSpot Data Hub](https://www.g2.com/products/hubspot-data-hub/reviews) — 4.5/5 stars (578 reviews) - [DemandTools](https://www.g2.com/products/demandtools/reviews) — 0.0/5 stars (1 reviews) ### Alternatives to VMware Tanzu CloudHealth - [IBM Turbonomic](https://www.g2.com/products/ibm-turbonomic/reviews) — 4.4/5 stars (310 reviews) - [CloudCheckr CMx](https://www.g2.com/products/cloudcheckr-cmx/reviews) — 4.0/5 stars (12 reviews) - [IBM Cloudability](https://www.g2.com/products/ibm-cloudability/reviews) — 4.2/5 stars (202 reviews) - [Flexera One](https://www.g2.com/products/flexera-one/reviews) — 4.3/5 stars (152 reviews) - [Spot Cloud Analyzer](https://www.g2.com/products/spot-cloud-analyzer/reviews) — 4.4/5 stars (32 reviews) - [Amazon CloudWatch](https://www.g2.com/products/amazon-cloudwatch/reviews) — 4.3/5 stars (403 reviews) - [AWS Cost Explorer](https://www.g2.com/products/aws-cost-explorer/reviews) — 4.4/5 stars (14 reviews) - [Zesty](https://www.g2.com/products/zesty-zesty/reviews) — 4.8/5 stars (80 reviews) - [Freshservice](https://www.g2.com/products/freshservice/reviews) — 4.6/5 stars (1345 reviews) - [Datadog](https://www.g2.com/products/datadog/reviews) — 4.4/5 stars (726 reviews) --- ## Top Discussions ### Soda No discussions available for this product. ### VMware Tanzu CloudHealth - Title: [What is CloudHealth AWS?](https://www.g2.com/discussions/what-is-cloudhealth-aws) — 1 comment *(includes official response)* > **Top comment:** "Comment deleted by user." - Title: [What does CloudHealth do?](https://www.g2.com/discussions/what-does-cloudhealth-do) — 1 comment *(includes official response)* > **Top comment:** "The CloudHealth by VMware Suite is a multi-cloud management and security solution that enables enterprises to simplify cloud financial management, streamline..." --- **Source:** [G2.com](https://www.g2.com) | [Comparison Page](https://www.g2.com/compare/soda-vs-vmware-tanzu-cloudhealth)