
kryo
Java binary serialization and cloning: fast, efficient, automatic
The Lens
By Erik Loyd, SaaS CEO and former COO/CFO of an AWS Premier Partner.
Updated Oct 2026
Kryo turns Java objects into compact bytes and back, much faster and smaller than Java's built-in serialization. You rarely see it, but it's inside tools you do: Spark uses it for shuffled and cached data, Hive for query plans, Flink as a fallback serializer. It's free under the BSD 3-clause license.
Setup is a Maven dependency. The work is configuration. By default every class you write must be registered up front. A Kryo instance is not thread safe, so each thread needs its own or you use a pool. The default FieldSerializer stores no schema, so adding or removing a field breaks bytes you already saved; use TaggedFieldSerializer or CompatibleFieldSerializer for anything long-lived. The format assumes Java on both ends. For cross-language or long-term storage, Protobuf or Avro are the safer picks.
There's no paid tier. Solo, small teams, larger teams: free.
The catch: Kryo's own README says it is not designed to make deserializing untrusted data safe. Turn off required registration and a crafted payload can create any class on your classpath. That's how Spring Statemachine shipped a CVE rated 8.8 in June 2026. Keep registration on, and set setMaxArraySize (new in 5.7.0) when reading streams.
Free vs Self-Hosted vs Paid
fully freeFree: Everything. BSD 3-clause license, published on Maven Central as com.esotericsoftware:kryo (or the dependency-free com.esotericsoftware.kryo:kryo5 jar for use inside other libraries). Development is sponsored by the Gecko fund.
Self-hosted: Nothing to host. It's a Java 8+ library you add as a dependency. The effort is configuration: registering classes, one Kryo instance per thread (or a pool), and picking a serializer that tolerates class changes if you store data long-term.
Paid: There is no paid tier, support plan or hosted service.
Free under BSD 3-clause with no paid tier. The cost is engineering time on registration, thread safety and schema changes.
What to do by team size
- Solo
- free; a Maven dependency
- Small team
- free; keep class registration on
- Medium team
- free; standardize a Kryo pool and a compatible serializer for stored data
- Large team
- free; never deserialize untrusted input, and audit any framework that turns registration off
Get tools like this every Wednesday
One featured tool, three on the radar. No fluff.
A low score is not a verdict on quality. Young and niche tools start low by design. How we calculate scores
Trust Signals
About
- Owner
- Esoteric Software (Organization)
- Stars
- 6,547
- Forks
- 847
Explore Further
More tools in the directory
Stirling-PDF
#1 PDF Application on GitHub that lets you edit PDFs on any device anywhere
94.7k ★RxJava
RxJava – Reactive Extensions for the JVM – a library for composing asynchronous and event-based programs using observable sequences for the Java VM.
48.2k ★airbyte
The leading data integration platform for ETL / ELT data pipelines from APIs, databases & files to data warehouses, data lakes & data lakehouses. Both self-hosted and Cloud-hosted.
22.3k ★