diff --git a/src/evaluate.cpp b/src/evaluate.cpp
index d533eed8..35764b71 100644
--- a/src/evaluate.cpp
+++ b/src/evaluate.cpp
@@ -706,9 +706,9 @@ namespace {
     // ...count safe + (behind & safe) with a single popcount
     int bonus = popcount((Us == WHITE ? safe << 32 : safe >> 32) | (behind & safe));
     bonus = std::min(16, bonus);
-    int weight = pos.count<ALL_PIECES>(Us);
+    int weight = pos.count<ALL_PIECES>(Us) - 2 * ei.pi->open_files();
 
-    return make_score(bonus * weight * weight / 22, 0);
+    return make_score(bonus * weight * weight / 18, 0);
   }
 
 
diff --git a/src/pawns.cpp b/src/pawns.cpp
index 72496fcc..b83b780a 100644
--- a/src/pawns.cpp
+++ b/src/pawns.cpp
@@ -215,6 +215,7 @@ Entry* probe(const Position& pos) {
   e->key = key;
   e->score = evaluate<WHITE>(pos, e) - evaluate<BLACK>(pos, e);
   e->asymmetry = popcount(e->semiopenFiles[WHITE] ^ e->semiopenFiles[BLACK]);
+  e->openFiles = popcount(e->semiopenFiles[WHITE] & e->semiopenFiles[BLACK]);
   return e;
 }
 
diff --git a/src/pawns.h b/src/pawns.h
index 24843e30..e26ae67e 100644
--- a/src/pawns.h
+++ b/src/pawns.h
@@ -38,6 +38,7 @@ struct Entry {
   Bitboard passed_pawns(Color c) const { return passedPawns[c]; }
   Bitboard pawn_attacks_span(Color c) const { return pawnAttacksSpan[c]; }
   int pawn_asymmetry() const { return asymmetry; }
+  int open_files() const { return openFiles; }
 
   int semiopen_file(Color c, File f) const {
     return semiopenFiles[c] & (1 << f);
@@ -74,6 +75,7 @@ struct Entry {
   int semiopenFiles[COLOR_NB];
   int pawnsOnSquares[COLOR_NB][COLOR_NB]; // [color][light/dark squares]
   int asymmetry;
+  int openFiles;
 };
 
 typedef HashTable<Entry, 16384> Table;