Independent reference. No vendor sponsorship. British spelling.
datapipelinetool.com

Trust

Sources and method

This site does not invent rates. Every numeric claim is sourced to a primary URL with a pull date - visible inline as a small ↗ caret. Pricing changes are tracked at /changelog. Vendor pricing pages are re-verified monthly; market structure changes (mergers, acquisitions) are tracked as they happen.

How calculator math is validated

The TCO calculator multiplies a per-vendor $/M-MAR rate (derived from each vendor's published pricing page) by a sync-frequency multiplier and adds a warehouse-compute-tax percentage. The percentages come from Snowflake / BigQuery / Databricks documentation and from reproducible worked examples on small test workloads. When a vendor publishes only ranges, the calculator uses the published mid-point and marks the line as "est" in the output.

Worked example, because Airbyte changed its unit in 2026 and the old derivation no longer applies. Airbyte retired the $/GB meter and now prices in credits. Its own pricing calculator equates 40 credits to 6,640,000 API rows, which is 166,000 rows per credit, and the marginal Standard credit costs $5. One million rows is therefore 1,000,000 / 166,000 x $5 = $30.12, and the calculator carries $30 per million rows for Airbyte Cloud.

Where a vendor has stopped publishing a price, this site publishes no number in its place. Meltano and every Rivery tier above Base are quote-only as of 22 September 2026, so their vendor pages carry no mid-market estimate rather than an invented one.

Primary sources

SourceURLPulled
Fivetran pricinghttps://www.fivetran.com/pricing ↗2026-06-21
Airbyte pricinghttps://airbyte.com/pricing ↗2026-09-22
Stitch pricinghttps://www.stitchdata.com/pricing/ ↗2026-06-21
Hevo pricinghttps://www.hevodata.com/pricing/ ↗2026-06-21
Estuary pricinghttps://estuary.dev/pricing/ ↗2026-09-16
Matillion pricinghttps://www.matillion.com/pricing ↗2026-06-21
Rivery pricinghttps://rivery.io/pricing/ ↗2026-09-22
Portable pricinghttps://portable.io/pricing ↗2026-09-22
Dagster+ pricinghttps://dagster.io/pricing ↗2026-09-22
Dagster is joining Prefect (acquisition announcement, 13 Jul 2026)https://dagster.io/prefect ↗2026-09-22
Prefect acquires Dagster Labs (founder letter, 13 Jul 2026)https://www.prefect.io/prefect-acquires-dagster ↗2026-09-22
Prefect pricinghttps://www.prefect.io/pricing ↗2026-09-22
Prefect 3 transactional workflows docshttps://docs.prefect.io/v3/advanced/transactions ↗2026-09-22
Apache Airflow docshttps://airflow.apache.org/docs/ ↗2026-06-21
Amazon MWAA pricinghttps://aws.amazon.com/managed-workflows-for-apache-airflow/pricing/ ↗2026-06-21
Astronomer pricinghttps://www.astronomer.io/pricing/ ↗2026-06-21
Meltano pricing (no published prices)https://meltano.com/pricing ↗2026-09-22
Meltano about (Matatika ownership)https://meltano.com/about ↗2026-09-22
dbt Cloud pricinghttps://www.getdbt.com/pricing/ ↗2026-06-21
Census pricinghttps://www.getcensus.com/pricing ↗2026-06-21
Fivetran + dbt Labs mergerhttps://www.fivetran.com/press/fivetran-dbt-labs-merger ↗2026-06-21
Fivetran MAR explainerhttps://www.fivetran.com/blog/what-are-monthly-active-rows ↗2026-06-21
Snowflake compute cost docshttps://docs.snowflake.com/en/user-guide/cost-understanding-compute ↗2026-06-21
BigQuery pricinghttps://cloud.google.com/bigquery/pricing ↗2026-06-21
Databricks pricinghttps://www.databricks.com/product/pricing ↗2026-06-21
Model Context Protocolhttps://modelcontextprotocol.io/ ↗2026-06-21
FinOps FOCUS spechttps://focus.finops.org/ ↗2026-06-21
Apache Iceberg docshttps://iceberg.apache.org/docs/latest/ ↗2026-06-21

Editorial policy

  • › British spelling. The author is British.
  • › No em-dashes. Sentences are short and assertive.
  • › No marketing adjectives ("revolutionary", "game-changing", "powerful").
  • › No vendor sponsorship. No paid placement. No vendor reviews of the content.
  • › Corrections requested at oliver@digitalsignet.com.

Written by Oliver Wakefield-Smith, Founder of Digital Signet. Independent reference, no vendor sponsorship.

Sources logged at /sources. Pricing-change history at /changelog. Last reviewed 2026-09-22.