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Elasticsearch vs Hydrolix

Elasticsearch: Lucene-based distributed search and analytics engine for text, vectors, logs and metrics. Hydrolix: Streaming data lake for log-scale event data, with ClickHouse-based SQL over object storage.

key differences

  • Elasticsearch is primarily a search engine database; Hydrolix is columnar / OLAP.
  • Licensing: Elasticsearch is open source (copyleft) (AGPL-3.0, SSPL 1.0 or Elastic License 2.0 (your choice)); Hydrolix is proprietary (Proprietary).
  • Transactions: Elasticsearch offers limited ACID; Hydrolix offers none.
  • Only Elasticsearch has full-text search, vector search, geospatial, online schema changes.
  • Only Hydrolix has ttl / expiry, columnar storage.
  • Elasticsearch has a serverless option; Hydrolix does not.

choose elasticsearch for

  • +E-commerce and site search with faceting
  • +Log, metrics and SIEM analytics
  • +Hybrid keyword plus semantic retrieval for RAG
  • +Geospatial search and aggregations

best at · Search, Vector search, RAG

choose hydrolix for

  • +CDN and edge log analytics
  • +Security and bot detection data
  • +Video streaming quality telemetry
  • +Long-term retention of SIEM-scale logs

best at · Observability, Real-time analytics, Time-series

overview
Primary model
Search Engine
Columnar / OLAP
Also supports
Document, Vector, Spatial, Time-Series
Time-Series
Type
Database engine
Database engine
Status
Active
Active
Developer
Elastic N.V.
Hydrolix
First release
2010
2020
Latest version
9.5.5 (Oct 6, 2026)
6.4.14 (Oct 23, 2026)
License
Open source (copyleft)AGPL-3.0, SSPL 1.0 or Elastic License 2.0 (your choice)
ProprietaryProprietary
Free tier
✓
—
popularity
WhichDB Score
75.1
0.2
Rank
#6
#667
GitHub stars
78.4K
–
Stack Overflow questions
58.2K
–
scale & guarantees
Comfortable data size
Massive (Multi-PB)
Massive (Multi-PB)
Horizontal scaling
Native
Native
Multi-region
Read replicas
None
ACID
Limited
None
Consistency
Eventual
Eventual
Schema
Flexible
Strict
Architecture
Distributed, Client server
Distributed, Shared storage
deployment
Self-hosted
✓
✓
Vendor-managed cloud
✓
✓
Serverless
✓
—
Embedded
—
—
Edge
—
—
Clouds
AWS, Google Cloud, Azure
AWS, Google Cloud, Azure, Akamai
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
Query DSL, ES|QL, SQL, EQL
SQL (ClickHouse dialect)
Client languages
Java, Python, JavaScript, Go, .NET, Ruby, PHP, Rust
Java, Python
Best for
Search, Vector search, RAG, Observability
Observability, Real-time analytics, Time-series, OLAP

Elasticsearch vs Hydrolix: FAQ

What is the difference between Elasticsearch and Hydrolix?

Elasticsearch: Lucene-based distributed search and analytics engine for text, vectors, logs and metrics. Hydrolix: Streaming data lake for log-scale event data, with ClickHouse-based SQL over object storage. Elasticsearch is primarily a search engine database; Hydrolix is columnar / OLAP. Licensing: Elasticsearch is open source (copyleft) (AGPL-3.0, SSPL 1.0 or Elastic License 2.0 (your choice)); Hydrolix is proprietary (Proprietary). Transactions: Elasticsearch offers limited ACID; Hydrolix offers none.

When should I choose Elasticsearch over Hydrolix?

Choose Elasticsearch for E-commerce and site search with faceting; log, metrics and SIEM analytics; and hybrid keyword plus semantic retrieval for RAG. Choose Hydrolix for CDN and edge log analytics; security and bot detection data; and video streaming quality telemetry.

Is Elasticsearch or Hydrolix more popular?

Elasticsearch ranks #6 on the WhichDB Score (75.1/100) and Hydrolix ranks #667 (0.2/100). Popularity is not fit: check the requirements that matter for your project.

Are Elasticsearch and Hydrolix open source?

Yes. Elasticsearch is open source. License: AGPL-3.0, SSPL 1.0 or Elastic License 2.0 (your choice). No. Hydrolix is proprietary, closed-source software.