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AsterixDB vs Trino

AsterixDB: Apache parallel database for semi-structured JSON data with SQL++, LSM storage and spatial/text indexes. Trino: Fast distributed SQL query engine for federated analytics across lakes and databases.

key differences

  • AsterixDB is primarily a document database; Trino is relational.
  • Trino is built for larger datasets (Multi-PB) than AsterixDB (≤ 1 PB).
  • Only AsterixDB has secondary indexes, full-text search, durable persistence, compression, streaming ingest.
  • Only Trino has materialized views, role-based access, time travel.

choose asterixdb for

  • +Analytics over large semi-structured JSON datasets
  • +Spatial and text queries over social media or sensor feeds
  • +Database systems research and teaching (SQL++, LSM, parallel execution)
  • +Querying data lakes on HDFS or object storage alongside managed data

best at · OLAP, Search, Geo

choose trino for

  • +Open lakehouse SQL on Iceberg/Delta
  • +Federated analytics across databases
  • +Interactive BI on object storage
  • +Data mesh query layer

best at · OLAP, Lakehouse, Warehouse

AsterixDBApache parallel database for semi-structured JSON data with SQL++, LSM storage and spatial/text indexes.
TrinoFast distributed SQL query engine for federated analytics across lakes and databases.
overview
Primary model
Document
Relational
Also supports
Spatial
Columnar / OLAP
Type
Database engine
Database engine
Status
Active
Active
Developer
Apache Software Foundation (originally UC Irvine and UC Riverside)
Trino Software Foundation
First release
2013
2019
Latest version
0.9.9 (Mar 2024)
484 (Oct 16, 2026)
License
Open source (permissive)Apache License 2.0
Open source (permissive)Apache License 2.0
Free tier
✓
✓
popularity
WhichDB Score
1.7
49.9
Rank
#519
#27
GitHub stars
318
13.4K
Stack Overflow questions
–
893
scale & guarantees
Comfortable data size
Large (≤ 1 PB)
Massive (Multi-PB)
Horizontal scaling
Native
Native
Multi-region
None
None
ACID
Limited
Limited
Consistency
Strong
Strong
Schema
Flexible
Strict
Architecture
Distributed, Client server
Distributed, Client server
deployment
Self-hosted
✓
✓
Vendor-managed cloud
—
—
Serverless
—
—
Embedded
—
—
Edge
—
—
Clouds
–
–
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
SQL++, AQL (legacy)
SQL (ANSI)
Client languages
Java
Java, Python, Go, JavaScript, Rust, C#
Best for
OLAP, Search, Geo, Streaming
OLAP, Lakehouse, Warehouse
Add more to this comparisonNot sure either fits? Try smart match

AsterixDB vs Trino: FAQ

What is the difference between AsterixDB and Trino?

AsterixDB: Apache parallel database for semi-structured JSON data with SQL++, LSM storage and spatial/text indexes. Trino: Fast distributed SQL query engine for federated analytics across lakes and databases. AsterixDB is primarily a document database; Trino is relational. Trino is built for larger datasets (Multi-PB) than AsterixDB (≤ 1 PB). Only AsterixDB has secondary indexes, full-text search, durable persistence, compression, streaming ingest.

When should I choose AsterixDB over Trino?

Choose AsterixDB for analytics over large semi-structured JSON datasets; spatial and text queries over social media or sensor feeds; and database systems research and teaching (SQL++, LSM, parallel execution). Choose Trino for open lakehouse SQL on Iceberg/Delta, federated analytics across databases and interactive BI on object storage.

Is AsterixDB or Trino more popular?

Trino ranks #27 on the WhichDB Score (49.9/100) and AsterixDB ranks #519 (1.7/100). Popularity is not fit: check the requirements that matter for your project.

Are AsterixDB and Trino open source?

Yes. AsterixDB is open source. License: Apache License 2.0. Yes. Trino is open source. License: Apache License 2.0.