Apache Beam vs SingleStore Helios
Apache Beam
beam.apache.orgSingleStore Helios
singlestore.comSide by side
| Figure | Apache Beam | SingleStore Helios |
|---|---|---|
| Price from | Free | $0.99/mo |
| Free plan | Yes | Yes |
| Free trial | — | Yes |
| Open source | Yes | — |
| Web | Yes | Yes |
| Windows | Yes | Yes |
| macOS | Yes | Yes |
| Linux | Yes | Yes |
| API | Yes | Yes |
| Self-hosted | Yes | Yes |
| Plans published | 2 | 6 |
| Spec score · Big Data Analytics Software | 9.1 (#1) | 8.8 (#7) |
| Company legal name | Crunchbase identifies the legal entity behind the project as The Apache Software Foundation, a nonprofit organization. | The company is identified as SingleStore, Inc. |
| Company size | LinkedIn lists the Apache Software Foundation company size as 5,001–10,000 employees. | LinkedIn lists SingleStore as a privately held company with 201–500 employees. |
| Founded | 2016 | 2011 |
| Rating on G2 | 4.1 out of 5 from 16 reviews | 4.5 out of 5 from 118 reviews. |
| Security | Apache release files include OpenPGP signatures and SHA-512 checksums so users can verify downloaded files. | SingleStore describes security across application security, cloud security, corporate IT security, and governance, risk, and compliance. |
| Self-hosting | Direct, Flink, Spark, Samza, Twister2 and other runners allow pipelines to run on user-managed infrastructure, while Dataflow is managed. | SingleStore can be deployed as a self-managed production environment or as a local Docker Dev Image. |
| Support | Beam users can get community support through the user mailing list, Stack Overflow, and the Beam Slack channel. | Paid Helios subscriptions include Standard support, with Silver and Platinum tiers offering faster response targets and expanded coverage. |
| What it does | Apache Beam is an open-source programming model for building batch and streaming data-processing pipelines. | SingleStore Helios is a managed distributed SQL database combining transactional, analytical, JSON, full-text, vector, time-series and geospatial workloads. |
Plans
SingleStore Helios
- SharedFree
- Standard$0.99 a month
- Enterprise$1.49 a month
- StandardPriced on request
- EnterprisePriced on request
- BYOC StandardPriced on request
In their own words
Apache Beam
Apache Beam is an open-source programming model for building data-processing pipelines across batch and streaming workloads. The same model can support both patterns in production, while runners provide different execution back ends, including Dataflow, Flink, Spark, and the Direct Runner. SDKs and quickstarts cover Java, Python, Go, and TypeScript. Pipeline building blocks include ParDo, GroupByKey, Flatten, and Combine, alongside windowing and triggering. Beam I/O connectors supply read and write transforms for external storage in batch or streaming pipelines, with catalog examples such as BigQuery, Snowflake, Apache Parquet, and Apache Iceberg. Beam Playground provides a way to try examples and transforms without a local installation. The software is free and open source; the listed plan is free, but execution costs depend on the runner and infrastructure selected. It targets data and software developers building pipelines on supported back ends. APIs may change before the first stable 1.x release, and semantic-versioning practice has exceptions.
SingleStore Helios
SingleStore Helios is a cloud database service available on AWS, Google Cloud, and Microsoft Azure. It handles transactional and analytical workloads in one database, with storage and compute scaled independently. Its data capabilities include relational records, JSON/BSON documents, vector and full-text search, time-series, geospatial, and key-value data. SingleStore Pipelines can ingest from sources such as Kafka, Amazon S3, and HDFS. For AI workloads, the service includes Jupyter notebooks, data integration services, and a compute service. Listed integrations include Datadog, Terraform, Apache Spark, AWS Glue, Azure Data Factory, dbt, and Fivetran. Helios is available through web and API platforms. The free Shared plan provides one workspace for evaluation, development, and non-production testing, with self-support. Standard is $0.99 a month for managed production workloads, with read replicas, database branching, 30-day monitoring, and support. Enterprise is $1.49 a month and adds online point-in-time recovery, Smart Disaster Recovery, audit logging, and customer-managed encryption keys. The listed availability commitments vary by configuration, reaching 99.99% across two availability zones on paid plans.