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.

100
Duration
5s
Input Tokens
573
Output Tokens
703
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 v.model, s.sale_price FROM vehicles v JOIN sales s ON v.vehicle_id = s.vehicle_id ORDER BY s.sale_price DESC LIMIT 5;