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Energy

$$$4.7K
128GB
149/h
$$from$3.2K
128GB
197/h
$$$$6.7K
128GB
241/h
$$$3.7K
64GB
147/h
$$$$6.8K
96GB
221/h
$$$2.7K
48GB
120/h
$$$3.4K
24GB
395/h
$$$4.8K
32GB
633/h
$$$$8.2K
48GB
390/h
$$$$$15.5K
96GB
601/h

Intelligence for every joule

Configurations without published end-to-end task energy are not plotted.

Hardware efficiency frontier

local.aiIndependent local-AI benchmarksLive benchmark data
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Comparing 2 machines•

DGX Spark128GBMacBook Pro M5 Max128GB40-cores
Any budget
$2.7k$15.5k+
Comparison summary:
Highest intelligence
DGX Spark81%
Lowest task energy
MacBook Pro M5 Max · 40-core142J
Best efficiency
MacBook Pro M5 Max · 40-coreLFM2.5 8B A1B · Q8_0
2 machines · 28 frontier points

Intelligence versus energy

How to read: Up is more capable; right uses less energy. Each coloured line keeps only the best measured intelligence at each energy level, labelled with its machine. Showing median task energy.