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Model

Qwen3.5 9B

Intelligence rank
#84/238
51
Speed rank
#15/238
36s
Fastest hardware: NVIDIA RTX PRO 6000 Blackwell 96GB.

Quick Start

Variations

Intelligence / Disk Size

Variations

Verified model-weight disk size. Higher intelligence and lower disk size are better.

best41444612.2GBDisk Size (lower →)Intelligence (higher →)fp8 · lovedheart/Qwen3.5-9B-FP8 · 46% intelligence · 12.2GB disk sizefp8 · lovedheart/Qwen3.5-9B-FP8fp8 · MTP · k=1 · 41% intelligence · 12.2GB disk sizefp8 · MTP · k=1
Intelligence Density

Intelligence ÷ Disk Size (GB).

  1. 3.80
    fp8 · lovedheart/Qwen3.5-9B-FP8
  2. 3.38
    fp8 · MTP · k=1
Hardware

Cost / task speed

Hardware cost / task speed
2 of 2 variations

Model variations

·
4146
Any intelligence
best36s2m 34s10m 55s$16.3k$7.2k$3.2kHardware cost (lower →)Task time (faster →)fp8 · MTP · k=1 (41) · NVIDIA DGX Spark 128GB · vllm · $4.7k · 3m 20sSparkfp8 · MTP · k=1 (41) · NVIDIA GeForce RTX 4090 24GB · vllm · $3.2k · 1m 11sRTX 4090fp8 · MTP · k=1 (41) · NVIDIA GeForce RTX 5090 32GB · vllm · $6.4k · 41sRTX 5090fp8 · MTP · k=1 (41) · NVIDIA RTX 6000 Ada 48GB · vllm · $8.2k · 1m 02sRTX6k Adafp8 · MTP · k=1 (41) · NVIDIA RTX PRO 6000 Blackwell 96GB · vllm · $16.3k · 36sRTXPro6kfp8 · MTP · k=1 (41)fp8 · lovedheart/Qwen3.5-9B-FP8 (46) · NVIDIA DGX Spark 128GB · vllm · $4.7k · 10m 55sSparkfp8 · lovedheart/Qwen3.5-9B-FP8 (46) · NVIDIA GeForce RTX 4090 24GB · vllm · $3.2k · 4m 18sRTX 4090fp8 · lovedheart/Qwen3.5-9B-FP8 (46) · NVIDIA GeForce RTX 5090 32GB · vllm · $6.4k · 1m 41sRTX 5090fp8 · lovedheart/Qwen3.5-9B-FP8 (46) · NVIDIA RTX 6000 Ada 48GB · vllm · $8.2k · 4m 02sRTX6k Adafp8 · lovedheart/Qwen3.5-9B-FP8 (46) · NVIDIA RTX PRO 6000 Blackwell 96GB · vllm · $16.3k · 1m 39sRTXPro6kfp8 · lovedheart/Qwen3.5-9B-FP8 (46)

Each 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.

Frontier →the ranked leaderboardAll models →every measured modelHardware →every measured device
local.aiIndependent local-AI benchmarksLive benchmark data
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