Let's go step by step at first:
Difference Between Pfam And Prosite ?
A: Pfam Based Functional Annotaion
ProDom:
http://prodom.prabi.fr/prodom/current/documentation/help.php
I would read corresponding refernces from this paper:
Why do Sequence Signatures Predict Enzyme Mechanism? Homology versus Chemistry
https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4696837/
I enumerated them below:
Finn RD, Bateman A, Clements J, et al. Pfam: the protein families database. Nucleic Acids Res. 2014;42:D222–30. [PMC free article] [PubMed]
http://nar.oxfordjournals.org/content/early/2013/11/26/nar.gkt1223.full.pdf+html
"ABSTRACT
Pfam, available via servers in the UK (http://pfam.
sanger.ac.uk/) and the USA (http://pfam.janelia.
org/), is a widely used database of protein families,
containing 14 831 manually curated entries in the
current release, version 27.0. Since the last update
article 2 years ago, we have generated 1182 new
families and maintained sequence coverage of the
UniProt Knowledgebase (UniProtKB) at nearly 80%,
despite a 50% increase in the size of the underlying
sequence
database.
Since
our
2012
article
describing Pfam, we have also undertaken a com-
prehensive review of the features that are provided
by Pfam over and above the basic family data.
For each feature, we determined the relevance,
computational burden, usage statistics and the
functionality of the feature in a website context. As
a consequence of this review, we have removed
some features, enhanced others and developed
new ones to meet the changing demands of compu-
tational biology. Here, we describe the changes to
Pfam content. Notably, we now provide family align-
ments based on four different representative
proteome sequence data sets and a new interactive
DNA search interface. We also discuss the mapping
between Pfam and known 3D structures."
Bru C, Courcelle E, Carrere S, Beausse Y, Dalmar S, Kahn D. The ProDom database of protein domain families: more emphasis on 3D. Nucleic Acids Res. 2005;33:D212–5. [PMC free article] [PubMed]
https://www.ncbi.nlm.nih.gov/pubmed/15608179
"Abstract
ProDom is a comprehensive database of protein domain families generated from the global comparison of all available protein sequences. Recent improvements include the use of three-dimensional (3D) information from the SCOP database; a completely redesigned web interface (http://www.toulouse.inra.fr/prodom.html); visualization of ProDom domains on 3D structures; coupling of ProDom analysis with the Geno3D homology modelling server; Bayesian inference of evolutionary scenarios for ProDom families. In addition, we have developed ProDom-SG, a ProDom-based server dedicated to the selection of candidate proteins for structural genomics."
Sigrist CJA, de Castro E, Cerutti L, et al. New and continuing developments at PROSITE. Nucleic Acids Res. 2013;41:D344–7. [PMC free article] [PubMed]
http://nar.oxfordjournals.org/content/early/2012/11/16/nar.gks1067.full.pdf+html
"ABSTRACT
PROSITE (http://prosite.expasy.org/) consists of
documentation entries describing protein domains,
families and functional sites, as well as associated
patterns and profiles to identify them. It is comple
mented by ProRule a collection of rules, which in
creases the discriminatory power of these profiles
and patterns by providing additional information
about functionally and/or structurally critical amino
acids. PROSITE signatures, together with ProRule,
are used for the annotation of domains and features
of UniProtKB/Swiss-Prot entries. Here, we describe
recent developments that allow users to perform
whole-proteome annotation as well as a number of
filtering options that can be combined to perform
powerful targeted searches for biological discovery.
The latest version of PROSITE (release 20.85, of 30
August 2012) contains 1308 patterns, 1039 profiles
and 1041 ProRules."
Abstracts allow to make some conclusions.
ProDom is relatively old.
Pfam is manually curated.
Prosite use its own rules in addition.
I would use PFam if you need to choose a single database.
Read these three articles if you need some additional details.
As a conclusion see the very bottom of the page below (there are all the program-links together):
http://pfam.xfam.org/help#tabview=tab3