Bauplan vs Carbon Data Layer
Bauplan
bauplanlabs.com
Carbon Data Layer
carbonplatform.aiSide by side
| Figure | Bauplan | Carbon Data Layer |
|---|---|---|
| Price from | $700/mo | — |
| Free plan | Yes | — |
| Free trial | Yes | — |
| Open source | — | — |
| Web | Yes | — |
| API | Yes | — |
| Plans published | 3 | 2 |
| Spec score · Data Version Control Tools | 8.4 (#10) | 7.8 (#19) |
| Integrations | Listed integrations include Airflow, Prefect, Dagster, Temporal, DBOS, Jupyter, Marimo, Streamlit, Snowflake, BigQuery, Metabase, Superset, Fivetran, and Airbyte. | The maker describes analysis and applications as reading the same datasets; it does not name third-party Data Layer integrations on the opened page. |
| Intended users | Bauplan describes the product as an execution layer for developers and AI agents building, validating, and shipping data pipelines on production data. | Carbon describes its platform for research and engineering labs, including biotech, electronics and hardware R&D, academic research, and materials and energy labs. |
| Security | Bauplan states that it is SOC 2 Type II compliant and offers single-tenant deployment, PrivateLink, and bring-your-own-cloud options. | Carbon says deployments can run on-premise inside the customer’s boundary with segmented networks and limited egress. |
Plans
Carbon Data Layer
- CarbonPriced on request
- Custom pricingPriced on request
In their own words
Bauplan
Bauplan is a data lakehouse for running Python and SQL pipelines directly on Apache Iceberg tables in a user's object storage, without managing servers or clusters. It uses serverless execution for Python pipelines and supports Python, SQL, and mixed workloads on the same tables. Data branches, isolated runs, atomic publishes, and rollback are intended to safeguard changes to production data. Bauplan also describes workflows where AI agents build pipelines, explore data, and manage a lakehouse through its MCP Server and Skills. Integrations listed include Airflow, Prefect, Dagster, Temporal, DBOS, Jupyter, Marimo, Streamlit, Snowflake, BigQuery, Metabase, Superset, Fivetran, and Airbyte. Bauplan says customer data stays in the customer's S3 bucket and offers PrivateLink or bring-your-own-cloud options. Its free Sandbox uses a shared environment where all data is public, which the company recommends for toy projects and demos rather than company data. Dedicated costs $700 a month after the first 14 days free and includes a dedicated private instance, data in the customer's S3, 10GB memory, and unlimited queries, users, and agents. Enterprise pricing is custom. Bauplan states that it is SOC 2 Type II compliant.
Carbon Data Layer
Carbon Data Layer has no write-up on Specifiction yet; its figures are above.