Free and open first
Best Distributed Systems in 2026
- 30 apps
- Research read 7 Oct 2026
- How the order is worked out
- 1
Aerospike Database
by Aerospike DatabaseFree plan Open source APILinuxMac+3Aerospike Database offers multiple data models, storage choices, and replication modes in one engine. Check edition support and licensing notes for connectors and security features when assessing fit.
- 2
Apache Cassandra
by Apache CassandraFree plan Open source APILinuxMac+3Cassandra offers a distributed, self-managed database with multiple deployment options and tunable consistency.
- 3
Apache Ignite
Free plan Open source APILinuxMac+2Choose Apache Ignite if you need a free, open-source distributed database with SQL, partition-spanning transactions, and an in-memory primary tier.
- 4
Apache RocketMQ
Free plan Open source APILinuxMac+2Apache RocketMQ offers a broad set of messaging patterns and deployment options as self-hosted open-source middleware.
- 5
Kuma
Free plan Open source APILinuxMac+2Kuma offers traffic management, security, and observability features across several deployment environments. Note that it is self-hosted and the GUI is read-only in the Kubernetes quickstart.
- 6
RabbitMQ
Free plan Open source APILinuxMac+3RabbitMQ combines multiple messaging patterns and protocols with configurable delivery guarantees and deployment options.
- 7
TiDB Cloud
by TiDB CloudFree plan Open source APILinuxSelf-hosted+1TiDB Cloud pairs managed database hosting with a free Starter quota and support for transactional and analytical workloads.
- 8
Apache Flink
Free plan APILinuxSelf-hostedApache Flink offers stream and batch processing APIs with operational capabilities for self-hosted deployments.
- 9
Apache Pulsar
Free plan APILinuxMac+2Apache Pulsar combines messaging, streaming, connectors and serverless processing in a self-hosted platform.
- 10
etcd
Free plan APILinuxMac+2etcd provides self-hosted distributed storage with watches, expiry and failure tolerance, and is central to Kubernetes.
- 11
Apache Kafka
Free plan APISelf-hostedChoose Apache Kafka if you need a free, open-source stream-processing system that supports stateful processing and event-time windows and can be self-hosted.
- 12
Honeycomb
Free plan AndroidAPIiPhone+2Honeycomb combines telemetry ingestion with investigation tools for tracing and related data. Free has stated monthly data allowances; larger deployments can consider Pro or custom Enterprise plans.
- 13
Jaeger
Free plan APILinuxMac+3Jaeger provides distributed tracing, service graphs, and trace-derived performance metrics as a self-hosted open-source project.
- 14
Apache Doris
Free plan APILinuxSelf-hostedChoose Apache Doris if you need an open-source analytical database for real-time analytics, lakehouse querying, or AI workloads, with SQL, search, and detailed access controls.
- 15
CockroachDB Cloud
by CockroachDB CloudFree plan APILinuxWebCockroachDB Cloud combines managed operations with distributed SQL and deployments across regions and cloud providers.
- 16
Cilium
Free plan LinuxSelf-hostedCilium brings networking, policy, security, and observability features together for Linux workload environments. Check kernel and scale requirements before choosing an installation path.
- 17
Istio
Free plan LinuxMacSelf-hostedIstio combines traffic management, security, and observability for distributed workloads, with sidecar and ambient deployment choices.
- 18
Redpanda
Free plan APILinuxMac+3Choose Redpanda if your team needs replayable event streams through a Kafka-compatible API and wants managed or self-managed deployment choices.
- 19
FoundationDB
Free plan APILinuxMac+2Choose FoundationDB if you need an open-source distributed key-value database with cross-machine ACID transactions and fault handling.
- 20
NATS
Free plan APILinuxSelf-hostedChoose NATS if you need open-source messaging for distributed services and want pub/sub, request/reply, and persistent streaming in one system.
- 21
Temporal
Free plan APILinuxMac+3Temporal focuses on durable execution for long-running and failure-prone workflows, with both self-hosted and cloud deployment options.
- 22
Linkerd
Free plan LinuxSelf-hostedLinkerd offers traffic management, observability, and security for Kubernetes without requiring code changes.
- 23
OpenZipkin
Free plan Self-hostedWebOpenZipkin provides trace search, summaries, and a service dependency diagram for self-hosted latency investigation.
- 24
YDB
Free plan APILinuxSelf-hostedYDB spans transactional, analytical and streaming use cases, with both self-hosted and cloud deployment options.
- 25
Apache ServiceComb
Free plan LinuxWindows
#1Places #1, #2, #3, #4, #5 on this list can be bought by the makers of the software on it. See the price