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Model
InternScience

Agents A1

Intelligence rank
#65/238
57
Speed rank
#22/238
52s
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.

best43505737.7GB29.4GB21.2GBDisk Size (lower →)Intelligence (higher →)q4km · 57% intelligence · 21.2GB disk sizeq4kmfp8 · 55% intelligence · 37.7GB disk sizefp88bit · 43% intelligence · 37.7GB disk size8bit
Intelligence Density

Intelligence ÷ Disk Size (GB).

  1. 2.70
    q4km
  2. 1.45
    fp8
  3. 1.14
    8bit
Hardware

Cost / task speed

Hardware cost / task speed
3 of 3 variations

Model variations

·
4257
Any intelligence
best52s2m 40s8m 15s$16.3k$6.6k$2.7kHardware cost (lower →)Task time (faster →)q4km (57) · NVIDIA DGX Spark 128GB · llama_cpp · $4.7k · 3m 19sSparkq4km (57) · Mac Studio M3 Ultra 96GB · 80-core GPU · llama_cpp · $6.8k · 2m 45sM3 Ultra (80C)q4km (57) · Mac Studio M3 Ultra 96GB · 60-core GPU · llamacpp · $5.3k · 3m 02sM3 Ultra (60C)q4km (57) · MacBook Pro M4 Max 128GB · 40-core GPU · llama_cpp · $5.6k · 3m 17sM4 Max (40C)q4km (57) · Mac mini M4 Pro 48GB · 20-core GPU · llama_cpp · $2.7k · 5m 14sM4 Pro (20C)q4km (57) · MacBook Pro M5 Max 128GB · 40-core GPU · llama_cpp · $6.7k · 2m 28sM5 Max (40C)q4km (57) · MacBook Pro M5 Pro 64GB · 20-core GPU · llama_cpp · $3.7k · 4m 10sM5 Pro (20C)q4km (57) · NVIDIA RTX 6000 Ada 48GB · llamacpp · $8.2k · 1m 17sRTX6k Adaq4km (57) · NVIDIA RTX PRO 6000 Blackwell 96GB · llamacpp · $16.3k · 52sRTXPro6kq4km (57)fp8 (55) · NVIDIA DGX Spark 128GB · vllm · $4.7k · 5m 40sSparkfp8 (55) · NVIDIA RTX 6000 Ada 48GB · vllm · $8.2k · 1m 39sRTX6k Adafp8 (55) · NVIDIA RTX PRO 6000 Blackwell 96GB · vllm · $16.3k · 1m 06sRTXPro6kfp8 (55)8bit (43) · Mac Studio M3 Ultra 96GB · 80-core GPU · vllm · $6.8k · 5mM3 Ultra (80C)8bit (43) · Mac Studio M3 Ultra 96GB · 60-core GPU · vllm · $5.3k · 5m 10sM3 Ultra (60C)8bit (43) · MacBook Pro M4 Max 128GB · 40-core GPU · vllm · $5.6k · 5m 14sM4 Max (40C)8bit (43) · Mac mini M4 Pro 48GB · 20-core GPU · vllm · $2.7k · 8m 15sM4 Pro (20C)8bit (43) · MacBook Pro M5 Max 128GB · 40-core GPU · vllm · $6.7k · 4m 07sM5 Max (40C)8bit (43) · MacBook Pro M5 Pro 64GB · 20-core GPU · vllm · $3.7k · 6m 23sM5 Pro (20C)8bit (43)

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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