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Model

Gemma 4 26B A4B

Intelligence rank
#68/216
63
Speed rank
#19/216
1m
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.

best58585918.8GB18.0GB17.2GBDisk Size (lower →)Intelligence (higher →)awq-4bit · 58% intelligence · 17.2GB disk sizeawq-4bitnvfp4 · 59% intelligence · 18.8GB disk sizenvfp4
Intelligence Density

Intelligence ÷ Disk Size (GB).

  1. 3.38
    awq-4bit
  2. 3.13
    nvfp4
Hardware

Cost / task speed

Hardware cost / task speed
3 of 3 variations

Model variations

·
5862
Any intelligence
best1m2m 26s5m 54s$13.0k$7.0k$3.7kHardware cost (lower →)Task time (faster →)fp8 (63) · NVIDIA DGX Spark 128GB · vllm · $4.7k · 4m 26sSparkfp8 (63) · NVIDIA RTX 6000 Ada 48GB · vllm · $9.0k · 1m 21sRTX6k Adafp8 (63) · NVIDIA RTX PRO 6000 Blackwell 96GB · vllm · $13.0k · 1mRTXPro6kfp8 (63)nvfp4 (59) · NVIDIA DGX Spark 128GB · vllm · $4.7k · 5m 54sSparknvfp4 (59) · NVIDIA GeForce RTX 5090 32GB · vllm · $3.7k · 1m 07sRTX 5090nvfp4 (59) · NVIDIA RTX 6000 Ada 48GB · vllm · $9.0k · 1m 26sRTX6k Adanvfp4 (59)awq-4bit (58) · NVIDIA DGX Spark 128GB · vllm · $4.7k · 5m 50sSparkawq-4bit (58) · NVIDIA GeForce RTX 5090 32GB · vllm · $3.7k · 1m 18sRTX 5090awq-4bit (58) · NVIDIA RTX 6000 Ada 48GB · vllm · $9.0k · 1m 40sRTX6k Adaawq-4bit (58) · NVIDIA RTX PRO 6000 Blackwell 96GB · vllm · $13.0k · 1m 12sRTXPro6kawq-4bit (58)

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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