Model
Qwen3.5 9B Base
Intelligence rank
#84/238
51Speed rank
#11/238
34sFastest hardware: NVIDIA RTX PRO 6000 Blackwell 96GB.
Quick Start
Variations
Intelligence / Disk Size
Verified model-weight disk size. Higher intelligence and lower disk size are better.
Intelligence ÷ Disk Size (GB).
- 8.99Q4_K_M · unsloth/Qwen3.5-9B-GGUF
- 6.944bit · mlx-community/Qwen3.5-9B-MLX-4bit
- 2.93awq-4bit · MTP · k=3
- 1.58Default · MTP · k=1
Hardware
Cost / task speed
Hardware cost / task speed
Model variations
·2651
Any intelligenceEach coloured line is that variation’s cost / task-speed Pareto frontier. Global is the frontier across every qualifying variation; every point is still one original measured configuration.