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YDB

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What YDB is

YDB is a distributed SQL database for OLTP, OLAP and streaming workloads. It supports global ACID transactions and strong consistency, while automatically sharding and rebalancing data; compute and storage can scale independently. For analytics, YDB provides columnar tables and a distributed vectorized query engine. YDB Topics supports Kafka API 3.4.0, exactly-once delivery and automatic partitioning. A native vector index supports approximate nearest-neighbor queries, with documented uses in semantic search, recommendations and RAG pipelines. YDB can run on premises, on virtual machines with Ansible, or in cloud environments with Kubernetes. Listed integrations include DBeaver, DataGrip, Grafana, Apache Airflow, Apache Spark, Kafka API, dbt, SQLAlchemy and LangChain. The Open-Source plan is free under Apache 2.0 and is community-supported. Managed YDB Serverless is also listed as free, billed by usage, with a monthly free package that includes the first 1,000,000 operations and first 1 GB/month of storage free. The dbt-YDB connector is marked Preview and does not support all dbt features.

Who it suits

YDB suits teams building transaction, analytics or streaming workloads that need self-managed or cloud deployment. Its enterprise edition is described for business-critical applications requiring enhanced security, compliance and SLA-backed support.

What it does well

  • Supports global ACID transactions and strong consistency.
  • Compute and storage scale independently.
  • Offers native vector indexing for approximate nearest-neighbor queries.
  • Open-source plan is Apache 2.0.

What to know first

  • dbt-YDB connector is marked Preview.
  • The connector does not support all dbt features.

Plans

PlanBilled and limitsPrice
Open-SourceApache 2.0 · community-supported · self-host anywhereFree
Managed YDB ServerlessUsage-based; billed for queries and stored data, with a monthly free package · First 1,000,000 operations and first 1 GB/month of storage freeFree
Managed YDB DedicatedHourly for dedicated resources, regardless of actual use · Compute and storage resources specified by customerOn request
EnterpriseEnhanced security and compliance · 24×7 SLA-backed commercial supportOn request

As ydb.tech lists them, read 4 Oct 2026. The maker's own page has the final word.

Verdict

YDB spans transactional, analytical and streaming use cases, with both self-hosted and cloud deployment options. Teams relying on dbt should account for the connector's Preview status and incomplete feature support.

Facts from YDB's own pages

AI and vector search
YDB provides a native vector index for approximate nearest-neighbor queries and documents use in semantic search, recommendations, and RAG pipelines. · ydb.tech, 4 Oct 2026
Analytics
YDB provides columnar tables and a distributed vectorized query engine for analytical workloads. · ydb.tech, 4 Oct 2026
Compliance
YDB states that its security features help meet requirements including PCI-DSS, SOC 2, and ISO 27001. · ydb.tech, 4 Oct 2026
Deployment
YDB can be deployed on premises and on virtual machines with Ansible, or in cloud environments with Kubernetes. · ydb.tech, 4 Oct 2026
Integrations
The integrations documentation lists DBeaver, DataGrip, Grafana, Apache Airflow, Apache Spark, Kafka API, dbt, SQLAlchemy, and LangChain among supported integrations. · ydb.tech, 4 Oct 2026
Intended users
YDB describes its enterprise edition as intended for business-critical applications, with enhanced security, compliance, and SLA-backed commercial support. · ydb.tech, 4 Oct 2026
Notable limitation
The dbt-YDB connector is marked Preview and does not currently support all dbt features. · ydb.tech, 4 Oct 2026
Observability and backups
YDB integrates with observability software using Prometheus and OpenTelemetry protocols, and backups can use S3-compatible object stores or a filesystem. · ydb.tech, 4 Oct 2026
Product
YDB is a distributed SQL database for OLTP, OLAP, and streaming workloads. · ydb.tech, 4 Oct 2026
Scaling
YDB automatically shards and rebalances data, and compute and storage can scale independently. · ydb.tech, 4 Oct 2026
Security
YDB supports internal users and external users from directory services such as LDAP and IAM, along with user and group access rights. · ydb.tech, 4 Oct 2026
Streaming
YDB Topics supports the Kafka API 3.4.0, exactly-once delivery, and automatic partitioning. · ydb.tech, 4 Oct 2026
Support
Commercial support offers a Basic 8×5 ticket service and an Advanced 24×7 service through tickets, chat, and videoconferencing. · ydb.tech, 4 Oct 2026
Transactions
YDB supports global ACID transactions and strong consistency. · ydb.tech, 4 Oct 2026

Where YDB stands on Freedom251

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