There's a saying in the experimentation business:
There are some things you can see but not measure;
There are other things you can measure but not see.
In this case, rather than trying to quantify the chi square,
I suggest eyeballing the residuals. Chi square makes sense
if the residuals result from random noise ... which is not
the case here.