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Databend Cloud | Analytics, Search, and AI in One Warehouse
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Products
Databend Security Design
Databend Cloud
vs.
Snowflake
Comparisons between Databend Cloud and Snowflake
Products

SQL Analytics

Full-Text & JSON Search

Vector Search for AI

Vectorized Execution
Columnar Storage
High Concurrency
SELECT    route_name, weather, COUNT(*) AS total_events, AVG(duration_ms) AS avg_duration
FROM      videos JOIN frame_events USING (video_id)
WHERE     created_at >= '2024-01-01'
GROUP BY  route_name, weather ORDER BY total_events DESC
LIMIT     100;

Architecture Overview

Client
SQL
JDBC
AI SDKs
Integrations
Meta Service
Raft KV
Metadata
Transactions
Security & Gov
Unified Engine
PARSER PLANNER OPTIMIZER VECTOR EXECUTION ELASTIC
Analytics
JoinsAggsStreamingTransforms
Search
Full-textFiltersSemantic
Vector DB
ImagesVideoRAG
Geospatial
DistancePolygonsH3
Data Storage
Data Models
Structured Semi Vectors Unstructured
Columnar Format
Blocks Segments Snapshots (Index Cache)
Storage
S3AzureGCSOSSR2MinIOHDFSHF

Instant On. Always Ready.

< 500ms
Provisioning

Stateless architecture, zero cold start

> 50%
Cost Savings

Benchmarked vs Snowflake Standard

99.95%
Uptime SLA

HA services with cross-region failover

Security Built In

Access Control

Fine-grained permissions

  • RBAC + DAC
  • Masking Policy
  • Network Policy

Encryption

End-to-end protection

  • TLS 1.2 everywhere
  • Storage encryption
  • AWS PrivateLink

Compliance

Industry certifications

  • SOC 2 Type II
  • GDPR compliant
  • Regular audits

Observability

Full visibility into operations

  • Query audit logs
  • Real-time monitoring
  • Anomaly detection

Connect Your Way

Python
Java
Node.js
Go
Rust
1from databend_driver import BlockingDatabendClient
2
3dsn = "databend://cloudapp:******@tenant--gw.aws-us-east-2.default.databend.com/?warehouse=compute_wh"
4cur = BlockingDatabendClient(dsn).cursor()
5cur.execute("SELECT version()")
6print(cur.fetchone()[0])

Works with What You Use

50+ integrations across your entire data stack.

Try Databend

Recommended

Databend Cloud

Fully managed, serverless

  • < 500ms cold start
  • Pay-as-you-use, $200 free credits
  • SOC 2 Type II, GDPR compliant
  • Includes all Enterprise features
Start Free

Databend Enterprise

Self-hosted with enterprise support

  • Deploy on your infrastructure
  • Full control over your data
  • Dedicated support & SLA
  • Advanced security features
Install Locally
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