Preheat your oven to 350°F (180°C) and line 2 large cookie sheets with parchment paper.
Add the vegan butter, cane sugar, brown sugar, peanut butter, plant milk, and vanilla to a large mixing bowl. Beat them together for 2-3 minutes or until the mixture looks airy and fluffy.
Gently stir in the flour and baking soda until it's mostly combined. Then, fold in the chocolate chips.
Scoop out cookie dough portions that are about 2 tablespoons in size. Roll them into balls, place them about 2 inches apart from each other, and slightly press them down.
Bake them for 8-9 minutes. They may seem underdone at first, but will continue to cook and set when they are out of the oven. Let them cool down for 15 minutes and enjoy!