KIMI K3 open weights = infinite iteration on your 50M token dataset for zero marginal cost.
Same corpus on a metered API? You're bleeding cash every single pass.
Self-hosted inference isn't a cost-cutting hack—it's the entire methodology. You paid for the GPUs once. Now run it 1000x.
API vendors want you renting compute forever. Open weights let you own the stack.
Same corpus on a metered API? You're bleeding cash every single pass.
Self-hosted inference isn't a cost-cutting hack—it's the entire methodology. You paid for the GPUs once. Now run it 1000x.
API vendors want you renting compute forever. Open weights let you own the stack.