Yandex DataLens review
A low-cost cloud dashboard tool with broad connectors, SQL modeling, and a free plan.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
Yandex DataLens is a cloud business analytics and data visualization service from Yandex Cloud. It is designed for individual users and teams that need interactive charts, dashboards, reports, and analytical systems connected to databases, files, and services. The service supports public and private embedding, role-based access permissions, corporate SSO, Yandex ID authentication, and scheduled dashboard updates. Its free plan makes it a practical starting point for individual dashboard work, while the Cloud plan is aimed at teams.
Its connector coverage is a major part of the product’s appeal. DataLens supports ClickHouse, PostgreSQL, MySQL, YDB, YTsaurus CHYT, Greenplum, MS SQL Server, Oracle Database, StarRocks, Trino, Prometheus, Snowflake, files, Yandex Documents, and Google Sheets, along with additional Yandex services and connectors. SQL queries and dataset modeling add control for users who need more than visual reporting. Neuroanalyst provides automated data analysis and visualization assistance, while export options support reports and presentations. These capabilities make DataLens a good fit for organizations working across varied data sources and needing dashboards inside websites or applications.
The main trade-off is its delivery model. The listed platform is web, so DataLens is best suited to browser-based workflows rather than teams seeking dedicated desktop or mobile applications. The Free plan is for individual users; the Cloud plan is for teams, uses per-seat billing, and excludes VAT. Pricing also depends on the region and contracting entity. Choose DataLens when connector breadth, interactive dashboards, embedding, access controls, and a free entry tier matter most. Consider another option if your requirements center on a non-web deployment model or a simpler flat-fee structure.
Yandex DataLens pros and cons
- Where it wins
- Free plan supports individual users
- Connects to databases, files, and services
- Includes embedding, permissions, SQL modeling, and AI analysis
- Where it doesn't
- Listed platform is web only
- Cloud plan uses per-seat billing
- Cloud pricing excludes VAT and depends on region and contracting entity
Yandex DataLens fact sheet, pricing and score →
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