Row count of a LEFT JOIN

customers has 3 rows (ids 1, 2, 3). orders has 3 rows: two for customer 1 and one for customer 2. How many rows does this query return?

SELECT COUNT(*)
FROM customers c
LEFT JOIN orders o ON o.customer_id = c.id;