Our partners at
@CosineAI train their own coding model on real production code, for languages like Fortran and Verilog that generic models fumble.
On cost per successful task, their Lumen Outpost model beats GPT-5.5 by more than 3x. The whole pipeline runs on Fireworks Training.
Build your own frontier: