I don't think a small amount of honey added to the batter would make it invalid. If it still tastes like bread, it would be valid. Oroweat has made a kind of bread that has a small amount of honey in it called Honey Wheat Berry Bread, and I think that would be valid since it's called bread and is considered bread by anyone.
Definitely gravely illicit, though!! 
.......
Oh, wait, now I get it. You mean it was invalid due to defective Holy Orders on the part of the minister and also the new mass being invalid due to the form being recited as a historical event rather than taking place here and now, and because of the missing "mysterium fidei". Silly me! 
I'd be interested to know, more as a thought exercise than anything else, how much of something other than wheaten flour would have to be used, to render the Sacred Species invalid. Assuming a pound of dough (or whatever you call it when eucharistic hosts are being made), a half-teaspoon of honey? Salt? Oil? A quarter-teaspoon? An eighth-teaspoon? And what of doubtful validity versus certain invalidity?
At that point, it starts being a
sorites exercise, viz. "how many grains of sand does it take to make a heap of sand?".
Keep in mind that when a drop or two of water are added to the chalice, the wine does not cease to be wine.