Number of trades or Trade size, which gives higher profit?

Most traders do not like to have the funds on an exchange do nothing, after all, if having funds do nothing, then better to keep them in cold storage. So we tasked our data people with answering the question of which is better; more trades or larger trade size.

3 bots were set up, each with the same amount of BTC available to the bot. The smaller the number of pairs, the higher the BTC trade value. We ran this live for 20 days.
Keiko 20 was trading 20 BTC pairs, Keiko 40 was trading 40 BTC pairs, Keiko 80 was trading 80 BTC pairs.

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