diff --git a/src/main/java/cc/fascinated/platform/impl/ScoreSaberPlatform.java b/src/main/java/cc/fascinated/platform/impl/ScoreSaberPlatform.java
index 58fe085..d070ad2 100644
--- a/src/main/java/cc/fascinated/platform/impl/ScoreSaberPlatform.java
+++ b/src/main/java/cc/fascinated/platform/impl/ScoreSaberPlatform.java
@@ -195,22 +195,8 @@ public class ScoreSaberPlatform extends Platform {
                 this.getPlatform().getPlatformName()
         );
 
-        int finished = 0;
-
-        // Delete duplicated score ids
-        List<TrackedScore> duplicatedScores = scores.stream().filter(score -> {
-            long count = scores.stream().filter(s -> s.getScoreId().equals(score.getScoreId())).count();
-            return count > 1;
-        }).toList();
-        if (!duplicatedScores.isEmpty()) {
-            this.trackedScoreService.deleteScores(duplicatedScores.toArray(TrackedScore[]::new));
-            log.info("Deleted {} duplicated scores for platform '{}'",
-                    duplicatedScores.size(),
-                    this.getPlatform().getPlatformName()
-            );
-        }
-
         // Update the leaderboards
+        int finished = 0;
         for (String id : uniqueLeaderboardIds) {
             try {
                 ScoreSaberLeaderboardToken leaderboard = this.scoreSaberService.getLeaderboard(id, true); // Update the cached leaderboard
diff --git a/src/main/java/cc/fascinated/repository/couchdb/TrackedScoreRepository.java b/src/main/java/cc/fascinated/repository/couchdb/TrackedScoreRepository.java
index 8d1624f..26f7aac 100644
--- a/src/main/java/cc/fascinated/repository/couchdb/TrackedScoreRepository.java
+++ b/src/main/java/cc/fascinated/repository/couchdb/TrackedScoreRepository.java
@@ -13,6 +13,13 @@ import java.util.List;
  * @author Fascinated (fascinated7)
  */
 public interface TrackedScoreRepository extends CrudRepository<TrackedScore, String> {
+    /**
+     * Ensures that the deduplication of the scores is done.
+     */
+    @Modifying @Transactional
+    @Query(value = "ALTER TABLE score DEDUP ENABLE UPSERT KEYS(timestamp, score_id)", nativeQuery = true)
+    void ensureDeduplication();
+
     /**
      * Updates the pp of a score.
      *
diff --git a/src/main/java/cc/fascinated/services/TrackedScoreService.java b/src/main/java/cc/fascinated/services/TrackedScoreService.java
index c613b2d..3afca8f 100644
--- a/src/main/java/cc/fascinated/services/TrackedScoreService.java
+++ b/src/main/java/cc/fascinated/services/TrackedScoreService.java
@@ -31,6 +31,7 @@ public class TrackedScoreService {
     @Autowired
     public TrackedScoreService(@NonNull TrackedScoreRepository trackedScoreRepository) {
         this.trackedScoreRepository = trackedScoreRepository;
+        this.trackedScoreRepository.ensureDeduplication();
     }
 
     /**