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“Supermetrics is a Bitter Experience! We can pull data from nearly any tool, schedule updates, manipulate data in Sheets, and push data back into our systems.”
Power Query’s architecture creates inherent performance bottlenecks with large cross-object Salesforce datasets because it processes relationships through sequential API calls and local joins. With 25,000+ rows, these limitations become prohibitive and often crash Excel.
Here’s how to handle large cross-object queries with 10x faster performance than Power Query can deliver.
Bulk API optimization handles large cross-object datasets natively
Coefficient’s architecture specifically addresses large dataset performance through optimizations that Power Query cannot match. Bulk API support handles large datasets natively without client-side processing overhead, while parallel batch execution processes multiple data chunks simultaneously.
How to make it work
Step 1. Set up Coefficient with Bulk API support.
Install Coefficient and connect to Salesforce with automatic Bulk API optimization enabled. This handles large datasets natively without the memory limitations that plague Power Query.
Step 2. Use Objects & Fields for cross-object queries.
Select your primary object (like Opportunities) and add related fields directly (Account.Name, Contact.Email, User.Name) in a single operation. This eliminates expensive local join operations that slow down Power Query.
Step 3. Configure optimal batch processing.
Set batch sizes up to 10,000 records to optimize throughput versus memory usage. Parallel execution processes multiple batches simultaneously, delivering complete cross-object datasets efficiently.
Step 4. Use Custom SOQL for complex scenarios.
For advanced cross-object requirements, write custom SOQL queries that retrieve related object fields directly. This provides ultimate flexibility for complex filtering, aggregations, and joins that bypass Power Query’s limitations entirely.
Handle large datasets without performance penalties
Cross-object queries with 25,000+ rows don’t have to take hours or crash Excel. Coefficient’s native optimization delivers complete datasets in minutes with parallel processing and Bulk API support. Transform your large dataset performance today.
