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Model

Qwen Qwen 3.8 27B

Intelligence rank
#7/238
81
Speed rank
#83/238
4m 44s
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.

best80808130.9GBDisk Size (lower →)Intelligence (higher →)fp8 · MTP · k=4 · Reasoning · Medium · 81% intelligence · 30.9GB disk sizefp8 · MTP · k=4 · Reasoning · Mediumfp8 · MTP · k=4 · Reasoning · XHigh · 80% intelligence · 30.9GB disk sizefp8 · MTP · k=4 · Reasoning · XHighfp8 · MTP · k=4 · Reasoning · Low · 80% intelligence · 30.9GB disk sizefp8 · MTP · k=4 · Reasoning · Low
Intelligence Density

Intelligence ÷ Disk Size (GB).

  1. 2.61
    fp8 · MTP · k=4 · Reasoning · Medium
  2. 2.60
    fp8 · MTP · k=4 · Reasoning · XHigh
  3. 2.60
    fp8 · MTP · k=4 · Reasoning · Low
Hardware

Cost / task speed

Hardware cost / task speed
3 of 3 variations

Model variations

·
best4m 44s12m 19s32m 05s$16.3k$8.7k$4.7kHardware cost (lower →)Task time (faster →)fp8 · MTP · k=4 · Reasoning · Medium (81) · NVIDIA DGX Spark 128GB · vllm · $4.7k · 23m 09sSparkfp8 · MTP · k=4 · Reasoning · Medium (81) · NVIDIA RTX 6000 Ada 48GB · vllm · $8.2k · 7m 39sRTX6k Adafp8 · MTP · k=4 · Reasoning · Medium (81) · NVIDIA RTX PRO 6000 Blackwell 96GB · vllm · $16.3k · 4m 44sRTXPro6kfp8 · MTP · k=4 · Reasoning · Medium (81)fp8 · MTP · k=4 · Reasoning · Low (80) · NVIDIA DGX Spark 128GB · vllm · $4.7k · 24m 58sSparkfp8 · MTP · k=4 · Reasoning · Low (80) · NVIDIA RTX 6000 Ada 48GB · vllm · $8.2k · 8m 30sRTX6k Adafp8 · MTP · k=4 · Reasoning · Low (80) · NVIDIA RTX PRO 6000 Blackwell 96GB · vllm · $16.3k · 5m 14sRTXPro6kfp8 · MTP · k=4 · Reasoning · Low (80)fp8 · MTP · k=4 · Reasoning · XHigh (80) · NVIDIA DGX Spark 128GB · vllm · $4.7k · 32m 05sSparkfp8 · MTP · k=4 · Reasoning · XHigh (80) · NVIDIA RTX 6000 Ada 48GB · vllm · $8.2k · 10m 41sRTX6k Adafp8 · MTP · k=4 · Reasoning · XHigh (80) · NVIDIA RTX PRO 6000 Blackwell 96GB · vllm · $16.3k · 6m 33sRTXPro6kfp8 · MTP · k=4 · Reasoning · XHigh (80)

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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