That is my experience with pellets as well, the softwood seemed to make more heat.Despite hardwood being better to burn for heat, softwood pellets actually produce a bit more heat due to the higher resin content that burns hotter.
In the wood stove we would use mostly Oak or Almond.
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Jeff