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

158

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;