BigQuery ML vs Cockroach Labs

What each one covers

Drawn from each product's published feature list. An absence here means we hold no record of it - not that the product lacks it.

What people use each for

The jobs each tool is most often brought in to do.

Where each one falls short

Documented limitations, not opinions. Every one is a constraint you would hit in normal use.

Pricing, plan by plan

Which should you pick?

Questions people ask

Is BigQuery ML or Cockroach Labs better?

Neither clearly leads. BigQuery ML starts at Free and Cockroach Labs at Free, and user ratings are close enough to be indistinguishable. Choose on capability and platform support.

Which is cheaper, BigQuery ML or Cockroach Labs?

BigQuery ML starts at Free and Cockroach Labs at Free.

Does BigQuery ML or Cockroach Labs run on more platforms?

BigQuery ML runs on Web. Cockroach Labs runs on AWS, GCP, Azure.

Can I use BigQuery ML for free?

Both have a free tier, so you can try either at no cost before committing.

What is BigQuery ML best used for?

BigQuery ML is most often used for training models in sql without exporting data, linear and logistic regression on warehouse data, k-means clustering and matrix factorisation for recommendations, time series forecasting with arima_plus. Of those, training models in sql without exporting data and linear and logistic regression on warehouse data are not what Cockroach Labs is typically brought in for.

What can BigQuery ML do that Cockroach Labs cannot?

BigQuery ML covers SQL-based ML, AutoML Tables, Model export, Prediction functions. Cockroach Labs covers Distributed SQL, Automatic Sharding, Multi-region Replication, Geo-partitioning.