Tableau Prep builds flows. Running one on a schedule is handled by Tableau Server or Tableau Cloud rather than by Prep itself, so scheduled flows depend on that wider Tableau deployment and the licensing it carries. Refyner builds and schedules in one tool on your own Snowflake, and the output lands in the warehouse rather than in an extract.
A capable visual flow builder, well integrated with the rest of Tableau. Scheduling comes from Tableau Server or Cloud rather than Prep alone, and the output is shaped for Tableau rather than for your warehouse.
Build and schedule in a single tool that runs as pushdown on your own Snowflake. The output is a table in your warehouse, so it feeds Tableau, Power BI, Excel or anything else – and the analyst who built it also scheduled it.
| Refyner | Tableau Prep | |
|---|---|---|
| Production models built in | Yes | Build it yourself |
| Built & run by analysts | Yes | Yes |
| Build and schedule in one place | Yes | Via Tableau Server / Cloud |
| Runs on your Snowflake | Pushdown | Extract / Hyper engine |
| Independent of a BI vendor stack | Yes | Tied to Tableau / Salesforce |
| Supported, with an SLA | Included tier | Salesforce support |
Comparison is directional and reflects everyday pipeline work on Snowflake for a small data team.
A dataflow goes into production the moment you set a schedule. There is no wider platform deployment to license and administer alongside it.
Running a flow on a schedule in Tableau involves Creator licensing plus the Server or Cloud platform it runs on. In Refyner it is one subscription.
Pushdown on Snowflake keeps data in one place and feeds whatever you report in – not just Tableau – with no Hyper extracts to manage.
If your whole stack lives in Tableau, you already run Server or Cloud, and your prep exists to shape extracts for Tableau dashboards, Prep is a well-integrated fit and Conductor is already paid for. Refyner is the better choice when Snowflake is your warehouse, you want building and scheduling in one tool, and you would rather the output landed in the warehouse than in a Hyper extract.
No. Refyner is BI-tool agnostic. Dataflows run as pushdown on your own Snowflake and the outputs feed Tableau, Power BI, Excel or anything else – there are no Hyper extracts to manage and no Tableau licence required to schedule a refresh.
No. Scheduling is part of Refyner. You set a schedule on a dataflow and it runs on your Snowflake with run history and failure alerts, with no wider platform to license and administer.
If your whole analytics stack lives in Tableau, you already run Tableau Server or Cloud, and your prep exists to feed Tableau dashboards, Prep is a natural fit – one vendor, familiar tooling, flows that publish straight into the environment you already run.
Build the flow you would otherwise build in Tableau Prep, and schedule it without a platform behind it.
Refyner