About BigQuery ML
Google Cloud in-database ML for training and deploying models with SQL in BigQuery.
Best Alternatives to BigQuery ML
3 AI Data Analysis tools · Updated Mar 2026
Looking for alternatives to BigQuery ML? We've compiled 3 tools that offer similar capabilities — each rated by relevance, pricing, and how well they fit common use cases.
Quick Comparison
| Tool | Pricing | Starting At | |
|---|---|---|---|
| Snowflake Cortex | paid | Free | Compare |
| Databricks AI | paid | $0.07/mo | Compare |
| MotherDuck | freemium | Free | Compare |
All Alternatives to BigQuery ML
Snowflake's in-warehouse AI with LLM functions and ML models via SQL.
Why consider this: Directly competes in the data analysis space with a different approach to the same core problems.
- In-warehouse AI
- LLM functions
- Sentiment analysis
Enterprise AI data platform unifying analytics, engineering, and machine learning.
Why consider this: Directly competes in the data analysis space with a different approach to the same core problems.
- AI SQL assistant
- Data pipelines
- ML model training
Serverless cloud analytics on DuckDB with hybrid local-cloud SQL queries.
Why consider this: Directly competes in the data analysis space with a different approach to the same core problems.
- DuckDB-powered
- Hybrid local-cloud
- Serverless SQL