Cold frames only buy you a couple of degrees. They are best for more cold tolerant plants like lettuce, spinach, etc. Sensitive plants like tomatoes and peppers do best with just planting them a bit later, in my experience.
I had trouble with growing peppers from seed until I got a heat mat.