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BigQuery ML AI Rankings

How BigQuery ML by Google ranks across AI models

Cloud Data Warehouses

Google: Gemini 2.5 Pro Preview 06-05

“Build models with SQL.”
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Anthropic: Claude Sonnet 4.5

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Amazon Redshift

by Amazon

Avg Rank: #2.03 models

Google BigQuery

by Google

Avg Rank: #2.33 models

Snowflake

Avg Rank: #3.01 model

Microsoft Fabric

by Microsoft

Avg Rank: #4.01 model

Microsoft Azure Synapse Analytics

by Microsoft

Avg Rank: #4.25 models

Databricks SQL

by Databricks

Avg Rank: #4.84 models

Data Science Platforms

anthropic/claude-opus-4.5

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MLflow

by Databricks

Avg Rank: #1.06 models

Delta Lake

by Databricks

Avg Rank: #1.04 models

TensorFlow

by Google

Avg Rank: #1.02 models

Databricks Lakehouse Platform

by Databricks

Avg Rank: #1.01 model

Mosaic AI

by Databricks

Avg Rank: #1.01 model

SageMaker Autopilot

by Amazon

Avg Rank: #2.02 models