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1010data vs Databricks SQL

1010data: Hosted columnar analytics platform with a spreadsheet-style interface, owned by SymphonyAI since 2023. Databricks SQL: Serverless SQL warehouses on the Databricks lakehouse, powered by the Photon C++ engine.

key differences

  • Databricks SQL is built for larger datasets (Multi-PB) than 1010data (≤ 1 PB).
  • Transactions: 1010data offers limited ACID; Databricks SQL offers full.
  • Only Databricks SQL has transactions, vector search, geospatial, json, change data capture.
  • Databricks SQL has a serverless option; 1010data does not.

choose 1010data for

  • +Retail and CPG point-of-sale and loyalty analytics
  • +Retailer-to-supplier data sharing and collaboration
  • +Fixed-income and market data analysis
  • +Ad-hoc exploration of very large tables by non-engineers

best at · OLAP, Warehouse, Tick data

choose databricks-sql for

  • +Lakehouse SQL and BI on Delta Lake
  • +Consolidating a separate warehouse into Databricks
  • +dbt transformations on the lakehouse
  • +Serving features and aggregates for ML

best at · Lakehouse, Warehouse, OLAP

1010dataHosted columnar analytics platform with a spreadsheet-style interface, owned by SymphonyAI since 2023.
Databricks SQLServerless SQL warehouses on the Databricks lakehouse, powered by the Photon C++ engine.
overview
Primary model
Columnar / OLAP
Columnar / OLAP
Also supports
Relational
Relational, Document, Vector, Spatial
Type
Managed service
Managed service
Status
Active
Active
Developer
1010data (SymphonyAI)
Databricks
First release
2000
2020
Latest version
–
–
License
ProprietaryProprietary
ProprietaryProprietary
Free tier
—
✓
popularity
WhichDB Score
0.0
20.8
Rank
#680
#147
GitHub stars
–
–
Stack Overflow questions
–
543
scale & guarantees
Comfortable data size
Large (≤ 1 PB)
Massive (Multi-PB)
Horizontal scaling
Native
Native
Multi-region
None
None
ACID
Limited
Full
Consistency
Strong
Strong
Schema
Strict
Flexible
Architecture
Distributed
Serverless, Distributed, Shared storage
deployment
Self-hosted
—
—
Vendor-managed cloud
✓
✓
Serverless
—
✓
Embedded
—
—
Edge
—
—
Clouds
–
AWS, Azure, Google Cloud
capabilities
Transactions
—
✓
Joins
✓
✓
Secondary indexes
—
—
Full-text search
—
—
Vector search
—
✓
Geospatial
—
✓
JSON
—
✓
Change data capture
—
✓
Triggers
—
—
Stored procedures
—
—
Materialized views
—
✓
TTL / expiry
—
—
Pub/Sub
—
—
Columnar storage
✓
✓
In-memory
—
—
Durable persistence
✓
✓
Compression
—
✓
Encryption at rest
—
✓
Role-based access
✓
✓
Time travel
—
✓
Branching
—
—
Online schema changes
—
✓
Streaming ingest
—
✓
Offline sync
—
—
Runs in WebAssembly
—
—
interfaces
Query languages
1010data Macro Language, SQL (via ODBC/JDBC drivers)
SQL (Databricks SQL / ANSI), Python
Client languages
Python, R, Java, .NET
Python, Java, JavaScript, Go, .NET
Best for
OLAP, Warehouse, Tick data
Lakehouse, Warehouse, OLAP
Add more to this comparisonNot sure either fits? Try smart match

1010data vs Databricks SQL: FAQ

What is the difference between 1010data and Databricks SQL?

1010data: Hosted columnar analytics platform with a spreadsheet-style interface, owned by SymphonyAI since 2023. Databricks SQL: Serverless SQL warehouses on the Databricks lakehouse, powered by the Photon C++ engine. Databricks SQL is built for larger datasets (Multi-PB) than 1010data (≤ 1 PB). Transactions: 1010data offers limited ACID; Databricks SQL offers full. Only Databricks SQL has transactions, vector search, geospatial, json, change data capture.

When should I choose 1010data over Databricks SQL?

Choose 1010data for retail and CPG point-of-sale and loyalty analytics; retailer-to-supplier data sharing and collaboration; and fixed-income and market data analysis. Choose Databricks SQL for lakehouse SQL and BI on Delta Lake; consolidating a separate warehouse into Databricks; and dbt transformations on the lakehouse.

Is 1010data or Databricks SQL more popular?

Databricks SQL ranks #147 on the WhichDB Score (20.8/100) and 1010data ranks #680 (0.0/100). Popularity is not fit: check the requirements that matter for your project.

Are 1010data and Databricks SQL open source?

No. 1010data is proprietary, closed-source software. No. Databricks SQL is proprietary, closed-source software.