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Model

DeepSeek V4 Flash 0731

Intelligence rank
#8/238
79
Speed rank
#93/238
8m 14s
Fastest hardware: MacBook Pro M5 Max 128GB · 40-core GPU.

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Variations

Intelligence / Disk Size

Variations

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

best767879104GB97.6GB90.9GBDisk Size (lower →)Intelligence (higher →)UD-IQ2_M · 78% intelligence · 90.9GB disk sizeUD-IQ2_MUD-Q2_K_XL · 76% intelligence · 96.8GB disk sizeUD-Q2_K_XLUD-IQ3_XXS · 79% intelligence · 104GB disk sizeUD-IQ3_XXS
Intelligence Density

Intelligence ÷ Disk Size (GB).

  1. 0.86
    UD-IQ2_M
  2. 0.79
    UD-Q2_K_XL
  3. 0.76
    UD-IQ3_XXS
Hardware

Cost / task speed

Hardware cost / task speed
3 of 3 variations

Model variations

·
7678
Any intelligence
best8m 14s15m 52s30m 34s$6.8k$5.7k$4.7kHardware cost (lower →)Task time (faster →)UD-Q2_K_XL (76) · NVIDIA DGX Spark 128GB · llamacpp · $4.7k · 13m 41sSparkUD-Q2_K_XL (76) · Mac Studio M3 Ultra 96GB · 80-core GPU · llamacpp · $6.8k · 30m 34sM3 Ultra (80C)UD-Q2_K_XL (76) · MacBook Pro M5 Max 128GB · 40-core GPU · llamacpp · $6.7k · 8m 14sM5 Max (40C)UD-Q2_K_XL (76)UD-IQ2_M (78) · NVIDIA DGX Spark 128GB · llama_cpp · $4.7k · 9m 32sSparkUD-IQ2_M (78)UD-IQ3_XXS (79) · NVIDIA DGX Spark 128GB · llamacpp · $4.7k · 11m 03sSparkUD-IQ3_XXS (79)

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
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