diff --git a/src/search.cpp b/src/search.cpp
index 5b6a0485..02f40199 100644
--- a/src/search.cpp
+++ b/src/search.cpp
@@ -254,7 +254,7 @@ void MainThread::search() {
       && !Skill(Options["Skill Level"]).enabled()
       &&  rootMoves[0].pv[0] != MOVE_NONE)
   {
-      std::map<Move, int> votes;
+      std::map<Move, int64_t> votes;
       Value minScore = this->rootMoves[0].score;
 
       // Find out minimum score and reset votes for moves which can be voted
@@ -265,12 +265,13 @@ void MainThread::search() {
       }
 
       // Vote according to score and depth
+      auto square = [](int64_t x) { return x * x; };
       for (Thread* th : Threads)
-          votes[th->rootMoves[0].pv[0]] +=  int(th->rootMoves[0].score - minScore)
-                                          + int(th->completedDepth);
+          votes[th->rootMoves[0].pv[0]] += 200 + (square(th->rootMoves[0].score - minScore + 1)
+                                                  * int64_t(th->completedDepth));
 
       // Select best thread
-      int bestVote = votes[this->rootMoves[0].pv[0]];
+      int64_t bestVote = votes[this->rootMoves[0].pv[0]];
       for (Thread* th : Threads)
       {
           if (votes[th->rootMoves[0].pv[0]] > bestVote)