Kyvos vs MG-RAST

Kyvos is a semantic layer for enterprise AI and business intelligence that gives analytics tools shared metrics, definitions, and business logic. Kyvos says it delivers sub-second analytics across massive datasets and thousands of concurrent users. Listed BI connections include Tableau, Power BI, Excel, Strategy, and Looker; the data ecosystem includes Snowflake, Databricks, BigQuery, AWS, Redshift, Azure, Google Cloud, and Microsoft Fabric. Deployment options include cloud marketplaces, managed service, and on-premises environments, with a hybrid deployment model. Controls include role-based access and row- and column-level security. Kyvos also lists HIPAA and PCI support, high availability, and disaster recovery. Its security policy describes annual SOC 2 Type 2 audits and encryption at rest with AES 128-bit or better and in transit with TLS 1.2 or better. There is no free plan, but the trial includes $500 in Kyvos credits, described as approximately 820 core-hours. Cloud marketplace use costs $0.41 a month, billed per core hour; managed service costs $0.61 a month, also billed per core hour.

MG-RAST has no write-up on Specifiction yet; its figures are above.