Ask HN: Which is better for SEO?

I have an e-commerce website. However, it looks like other websites are ranking higher on my products than I am on my own.

My current product page URL structure looks like this: http://example.com/myproducts/1234567/toys/lego-star-wars.html

Would I rank higher in Google if I amended my URL to be like this: http://example.com/toys/lego-star-wars.html

Thanks. It's really annoying that other websites are just scraping my products and ranking higher than me and then coming over to charge me for leads.