2 sparks + 1 ~12gb GPU is kinda the ideal for local AI for me
You can run a large (~120b) model like Deepseek v4 which has good accuracy and is still pretty fast (I don't feel like I'm waiting for it all the time)
2 sparks also get enough context and can run multiple queries (eg agents)