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Typesense vs ZincSearch

Typesense: In-memory, typo-tolerant search engine in C++ with vector, hybrid and conversational search. ZincSearch: Lightweight single-binary full-text search engine in Go with Elasticsearch-compatible ingest.

key differences

  • Licensing: Typesense is open source (copyleft) (GNU GPL v3); ZincSearch is open source (permissive) (Apache License 2.0).
  • Transactions: Typesense offers limited ACID; ZincSearch offers none.
  • Only Typesense has joins, secondary indexes, vector search, geospatial, in-memory.

choose typesense for

  • +E-commerce and marketplace search
  • +Docs and website search
  • +Geo search for listings
  • +Replacing Algolia to cut per-request costs

best at · Search, Vector search, RAG

choose zincsearch for

  • +Small application search
  • +Lightweight replacement for a single Elasticsearch node
  • +Developer and test environments

best at · Search

TypesenseIn-memory, typo-tolerant search engine in C++ with vector, hybrid and conversational search.
ZincSearchLightweight single-binary full-text search engine in Go with Elasticsearch-compatible ingest.
overview
Primary model
Search Engine
Search Engine
Also supports
Document, Vector
Document
Type
Database engine
Database engine
Status
Active
Active
Developer
Typesense, Inc.
ZincSearch community (originally Zinc Labs, now OpenObserve)
First release
2017
2021
Latest version
30.2 (Apr 19, 2026)
0.4.11 (Sep 12, 2026)
License
Open source (copyleft)GNU GPL v3
Open source (permissive)Apache License 2.0
Free tier
✓
✓
popularity
WhichDB Score
28.8
5.1
Rank
#95
#390
GitHub stars
27.1K
17.9K
Stack Overflow questions
70
–
scale & guarantees
Comfortable data size
Small (≤ 100 GB)
Small (≤ 100 GB)
Horizontal scaling
None
None
Multi-region
Read replicas
None
ACID
Limited
None
Consistency
Strong
Eventual
Schema
Flexible
Schemaless
Architecture
Primary replica, In memory, Client server
Single node, 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
Typesense search API (JSON)
Elasticsearch-style Query DSL (subset)
Client languages
JavaScript, Python, PHP, Ruby, Go, Java, Dart, Swift
Go, Python, JavaScript
Best for
Search, Vector search, RAG, Geo
Search
Add more to this comparisonNot sure either fits? Try smart match

Typesense vs ZincSearch: FAQ

What is the difference between Typesense and ZincSearch?

Typesense: In-memory, typo-tolerant search engine in C++ with vector, hybrid and conversational search. ZincSearch: Lightweight single-binary full-text search engine in Go with Elasticsearch-compatible ingest. Licensing: Typesense is open source (copyleft) (GNU GPL v3); ZincSearch is open source (permissive) (Apache License 2.0). Transactions: Typesense offers limited ACID; ZincSearch offers none. Only Typesense has joins, secondary indexes, vector search, geospatial, in-memory.

When should I choose Typesense over ZincSearch?

Choose Typesense for E-commerce and marketplace search; docs and website search; and geo search for listings. Choose ZincSearch for small application search; lightweight replacement for a single Elasticsearch node; and developer and test environments.

Is Typesense or ZincSearch more popular?

Typesense ranks #95 on the WhichDB Score (28.8/100) and ZincSearch ranks #390 (5.1/100). Popularity is not fit: check the requirements that matter for your project.

Are Typesense and ZincSearch open source?

Yes. Typesense is open source. License: GNU GPL v3. Yes. ZincSearch is open source. License: Apache License 2.0.