http://plants.thompson-morgan.com/uk/product/4192/1 claims they have two 'new' geranium (pelargonium) varieties with blue flowers, one is a peltatum and the other a hortorum. I think it is a trick of the lens or good computer editing.
PS they only ship to the UK.
Here are some of the old common reds...
Blue Pelargoniums??