I tried both of them for agentic coding and didn’t feel like K3 was adding so much benefit to justify its almost 10x price (on the modem provider I’m on).

In fact, I barely see a difference between the results at all. The models being tied smells correct to me.

I didn’t try 3.1 yet, though.