If you use these cards together, you would think Q8 would be faster tps because it uses less VRAM. Well the reality is: Prompt TPS is nearly identical between the two (e.g. Q4@45k: 237.7 vs 237.6), so KV type doesn't affect prefill. The divergence is purely in generation, where every token requires