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

990

Output Tokens

419

Cost

$0.00

Context

Input

List the top 5 most expensive services performed, showing vehicle make, model, and cost

Expected output

SELECT v.make, v.model, sr.cost FROM service_records sr JOIN vehicles v ON sr.vehicle_id = v.vehicle_id ORDER BY sr.cost DESC LIMIT 5;

Model output

SELECT T1.make, T1.model, T2.cost FROM vehicles AS T1 INNER JOIN service_records AS T2 ON T1.vehicle_id = T2.vehicle_id ORDER BY T2.cost DESC LIMIT 5