SQL

Natural language to SQL query generation evaluates text-to-query fidelity and schema reasoning. This task is particularly relevant for analytics chat assistants and simplified database interfaces where users need to query data using natural language. Models must understand both the intent behind the question and the structure of the underlying database schema.

Duration

Input Tokens

646

Output Tokens

120

Cost

$0.00

Context

Input

What are the 5 most expensive vehicles ever sold, showing the model and sale price.

Expected output

SELECT v.model, s.sale_price FROM sales s JOIN vehicles v ON s.vehicle_id = v.vehicle_id ORDER BY s.sale_price DESC LIMIT 5;

Model output

SELECT make AS brand, model, price FROM vehicles JOIN sales ON vehicles.vehicle_id = sales.vehicle_id ORDER BY price DESC LIMIT 5