Apache Samza vs Tinybird Cloud
Apache Samza
samza.apache.org
Tinybird Cloud
tinybird.coSide by side
| Figure | Apache Samza | Tinybird Cloud |
|---|---|---|
| Price from | Free | $49/mo |
| Free plan | Yes | Yes |
| Free trial | — | — |
| Open source | — | — |
| Web | — | Yes |
| Linux | Yes | — |
| API | Yes | Yes |
| Self-hosted | Yes | — |
| Plans published | 1 | 4 |
| Spec score · Streaming Analytics Software | 7.8 (#11) | 7.5 (#18) |
| Spec score · Stream Analytics Software | 7.9 (#14) | 7.5 (#19) |
| Integrations | Built-in integrations include Apache Kafka, AWS Kinesis, Azure Event Hubs, Elasticsearch, and Apache Hadoop, and custom sources can also be integrated. | Tinybird lists Kafka, Confluent, Redpanda, S3, GCS, PostgreSQL, MySQL, and Apache Iceberg among its supported ingestion methods and integrations. |
| Security | The background documentation says Samza works with YARN, which supports Hadoop’s security model, and uses Linux cgroups for resource isolation. | Tinybird states that all connections require TLS 1.2 or later, database services support client certificate verification, and critical internal traffic uses mutual TLS. |
| Support | The project directs users to a user mailing list subscribed to by Samza users, contributors, and committers. | The pricing page lists community support for Free, standard support for Developer, and standard or Premier support for SaaS and Enterprise. |
Plans
Tinybird Cloud
- FreeFree
- Developer$49 a month
- EnterprisePriced on request
- SaaSPriced on request
In their own words
Apache Samza
Apache Samza is a free, open-source distributed framework for applications that process data from multiple sources in real time. It supports stateless and stateful workloads, using a scalable, fault-tolerant state store for retained application state. Developers can use the high-level Streams API, lower-level Task API, Samza SQL or an Apache Beam API; Beam support for Python and Go is described as work in progress. Java and Scala applications can embed Samza as a lightweight client library. Built-in integrations include Apache Kafka, AWS Kinesis, Azure Event Hubs, Elasticsearch and Apache Hadoop, with custom sources also supported. Samza runs on YARN, Kubernetes or as a standalone library across public-cloud, containerized and bare-metal environments. Host affinity and incremental checkpointing help recover tasks and their state after failures. Processing is at least once. The project supports SQL processing and event-time windows, and its documentation describes applications with several terabytes of state and thousands of cores. Samza is self-hosted on Linux and distributed as source artifacts and through Maven; there is no binary release at this time.
Tinybird Cloud
Tinybird Cloud is a managed real-time data platform for building analytics features and serving data through APIs. It runs managed ClickHouse with automatic version upgrades, autoscaling, and vertically scalable clusters; Enterprise also lists horizontal scaling and cluster management. Data can arrive over HTTP, Kafka, S3, GCS, or local files, with buffering, compaction, schema detection, and retries. SQL queries can become secure APIs, and the native ClickHouse HTTP interface is supported. Listed integrations include Confluent, Redpanda, PostgreSQL, MySQL, and Apache Iceberg. Developers can use the Tinybird CLI, TypeScript SDK, or Python SDK, with local development, branches, and CI/CD integration. The Free plan includes 0.25 vCPUs, one thread per request, 1,000 requests per day, 10GB storage, and community support. The Developer plan costs $49 a month and includes 0.5 vCPUs and 25GB storage. Tinybird lists paid pricing from $25/mo; SaaS and Enterprise pricing is custom. It states GDPR, SOC 2 Type 2, and HIPAA compliance, TLS 1.2-or-later connections, encryption at rest, and daily backups with two-day retention.