SWEET proteins play an indispensable role as a sugar efflux transporter in plant development and stress responses. The
SWEET
genes have previously been characterized in several plants. Here, we present a comprehensive analysis of this gene family in the rubber tree,
Hevea brasiliensis
. There are 36 members of the SWEET gene family in this species, making it one of the largest families in plant genomes sequenced so far. Structure and phylogeny analyses of these genes in Hevea and in other species demonstrated broad evolutionary conservation. RNA‐seq analyses revealed that
SWEET2, 16,
and
17
might represent the main evolutionary direction of
SWEET
genes in plants. Our results in Hevea suggested the involvement of
HbSWEET1a
,
2e
,
2f
, and
3b
in phloem loading,
HbSWEET10a
and
16b
in laticifer sugar transport
,
and
HbSWEET9a
in nectary‐specific sugar transport. Parallel studies of RNA‐seq analyses extended to three other plant species (
Manihot esculenta
,
Populus trichocarpa
, and
Arabidopsis thaliana
) produced findings which implicated
MeSWEET10a, 3a,
and
15b
in
M. esculenta
storage root development, and the involvement of
PtSWEET16b
and
PtSWEET16d
in
P. trichocarpa
xylem development. RT‐qPCR results further revealed that
HbSWEET10a, 16b,
and
1a
play important roles in phloem sugar transport. The results from this study provide a foundation not only for further investigation into the functionality of the SWEET gene family in Hevea, especially in its sugar transport for latex production, but also for related studies of this gene family in the plant kingdom.