Kyvos vs Malloy
Kyvos
kyvosinsights.comMalloy
malloydata.devSide by side
| Figure | Kyvos | Malloy |
|---|---|---|
| Price from | $0.41/mo | — |
| Free plan | — | — |
| Free trial | Yes | — |
| Open source | — | — |
| Web | Yes | Yes |
| Windows | Yes | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 3 | 0 |
| Spec score · Semantic Layer Software | 8.4 (#7) | 7.6 (#18) |
| Intended users | Kyvos describes its platform as serving enterprise data and analytics workloads across industries and teams. | Malloy says it is immediately understandable to SQL users and easier to use and learn than SQL. |
| Semantic modeling | Kyvos centralizes metrics, definitions, and business logic so they can be shared across AI and BI tools. | Malloy lets users define reusable calculations and business logic in a semantic data model. |
| Support | Kyvos Support states that help is available 24 hours a day, 7 days a week, and provides a phone number and request form. | Malloy directs users to its Slack community to share work, ask questions, and provide feedback, and to its GitHub project for bugs and ideas. |
Plans
Kyvos
- Kyvos on Cloud Marketplace$0.41 a month
- Kyvos Managed Service$0.61 a month
- Kyvos On Premise$48,000 a year
In their own words
Kyvos
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.
Malloy
Malloy is an open source language for describing data relationships and transformations. Users can define reusable calculations, table relationships and business logic in semantic models, then compile queries into SQL optimized for the connected database. The language supports nested datasets and automatically guards against common errors in sums, averages and counts. Supported databases include DuckDB, MotherDuck, BigQuery, Databricks, Snowflake, PostgreSQL, MySQL, Trino and Presto. DuckDB can read Parquet, CSV and JSON files without additional setup. Malloy offers a Visual Studio Code extension for modeling, querying, transformation and visualization, plus a browser notebook through github.dev that requires a GitHub sign-in. Its Python package loads models, compiles queries and runs statements with DuckDB and BigQuery. The CLI can run Malloy files, build persistent tables and automate transformations and pipelines. The project is free and open source, with web, editor extension, API and self-hosted options, among others. DuckDB connections can disable network access; sandboxed mode also limits file access to allowed directories.