Just a guess but is it possible that your Peltiers are not matched, i.e. that the small Peltier generates more heat that the large Peltier can remove. The junction temperature will be quite high then and both Peltiers would be running very inefficiently.
Also I did a calculation of the sensor heat load a while ago. Let me find it, it may be of use for someone...
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