A core collection is a subset of a large germplasm collection that con
tains accessions chosen to represent the genetic variability of the ge
rmplasm collection. The purpose of the core collection is to improve m
anagement and use of a germplasm collection. Core collections are usua
lly assembled by grouping accessions and selecting from within these g
roups. The objective of this study was to compare 11 methods of assemb
ling a core collection of the U.S. National collection of annual Medic
ago species. These methods differed in their use of passport and evalu
ation data as well as their selection strategy. Another objective was
to compare core collections with sample sizes of 5%, 10% and 17% of th
e germplasm collection. Core collections assembled with evaluation dat
a and cluster analysis better represented the germplasm collection tha
n core collections assembled based solely on passport data and random
selection of accessions. The Relative Diversity and the logarithm meth
ods generated better core collections than the proportional method. Th
e 5% and 10% sample size core collection were judged insufficient to r
epresent the germplasm collection.