Well it depends on the market, audience and product platform, you have chosen affiliate marketing, so in these, there are many BIG players in the market such as
1. Amazon
2. eBay
3. Flipkart
4. CJ
5. JVzoo
6. ClickBank
7. Maxbounty
8. Peerfly
source: www.quara.com