I don't know how many ways to say this but

  • stop looking at model performance
  • it's almost all in the harness
  • decent harness can easily outclass top model

evidence item #71625: https://developer.nvidia.com/blog/create-a-langchain-deep-agents-harness-profile-for-nvidia-nemotron-3-ultra-to-improve-performance/