I'd say you'd need a shore hardness up around 60, maybe even 70. You can color them with Tempera black paint powder. That's what I did when I was making slot car tires (I used Shore 30 and that was even too soft for slicks).
IIRC Smooth-On has a "starter" kit. You get a pound of the stuff, so you can make plenty of mistakes.