好多 (hǎo duō) is a colloquial numeral meaning 'many, a lot of' — it's the everyday spoken word for large quantities. 许多 (xǔ duō) is more formal and written; 多 (duō) as a quantifier is less common in this sense and often appears in questions or after numbers ('how many', 'ten-odd').