diff --git a/projects/backend/src/service/score.service.ts b/projects/backend/src/service/score.service.ts
index 0565419..82de6d8 100644
--- a/projects/backend/src/service/score.service.ts
+++ b/projects/backend/src/service/score.service.ts
@@ -24,12 +24,12 @@ import { Config } from "@ssr/common/config";
 import { SSRCache } from "@ssr/common/cache";
 import { fetchWithCache } from "../common/cache.util";
 import { PlayerDocument, PlayerModel } from "@ssr/common/model/player";
-import { BeatLeaderScoreToken } from "@ssr/common/types/token/beatleader/beatleader-score-token";
+import { BeatLeaderScoreToken } from "@ssr/common/types/token/beatleader/score/score";
 import {
   AdditionalScoreData,
   AdditionalScoreDataModel,
 } from "@ssr/common/model/additional-score-data/additional-score-data";
-import { BeatLeaderScoreImprovementToken } from "@ssr/common/types/token/beatleader/beatleader-score-improvement-token";
+import { BeatLeaderScoreImprovementToken } from "@ssr/common/types/token/beatleader/score/score-improvement";
 
 const playerScoresCache = new SSRCache({
   ttl: 1000 * 60, // 1 minute
diff --git a/projects/common/src/service/impl/beatleader.ts b/projects/common/src/service/impl/beatleader.ts
new file mode 100644
index 0000000..62cd828
--- /dev/null
+++ b/projects/common/src/service/impl/beatleader.ts
@@ -0,0 +1,35 @@
+import Service from "../service";
+import { BeatSaverMapToken } from "../../types/token/beatsaver/map";
+import { ScoreStatsToken } from "../../types/token/beatleader/score-stats/score-stats";
+
+const LOOKUP_MAP_STATS_BY_SCORE_ID_ENDPOINT = `https://cdn.scorestats.beatleader.xyz/:scoreId.json`;
+
+class BeatLeaderService extends Service {
+  constructor() {
+    super("BeatLeader");
+  }
+
+  /**
+   * Looks up the score stats for a score
+   *
+   * @param scoreId the score id to get
+   * @returns the score stats, or undefined if nothing was found
+   */
+  async lookupScoreStats(scoreId: number): Promise<ScoreStatsToken | undefined> {
+    const before = performance.now();
+    this.log(`Looking score stats for "${scoreId}"...`);
+
+    const response = await this.fetch<ScoreStatsToken>(
+      LOOKUP_MAP_STATS_BY_SCORE_ID_ENDPOINT.replace(":scoreId", scoreId)
+    );
+    // Score stats not found
+    if (response == undefined) {
+      return undefined;
+    }
+
+    this.log(`Found score stats for score "${scoreId}" in ${(performance.now() - before).toFixed(0)}ms`);
+    return response;
+  }
+}
+
+export const beatLeaderService = new BeatLeaderService();
diff --git a/projects/common/src/types/token/beatleader/beatleader-difficulty-token.ts b/projects/common/src/types/token/beatleader/difficulty.ts
similarity index 79%
rename from projects/common/src/types/token/beatleader/beatleader-difficulty-token.ts
rename to projects/common/src/types/token/beatleader/difficulty.ts
index ab21362..4ededf7 100644
--- a/projects/common/src/types/token/beatleader/beatleader-difficulty-token.ts
+++ b/projects/common/src/types/token/beatleader/difficulty.ts
@@ -1,5 +1,5 @@
-import { BeatLeaderModifierToken } from "./beatleader-modifiers-token";
-import { BeatLeaderModifierRatingToken } from "./beatleader-modifier-rating-token";
+import { BeatLeaderModifierToken } from "./modifier/modifiers";
+import { BeatLeaderModifierRatingToken } from "./modifier/modifier-rating";
 
 export type BeatLeaderDifficultyToken = {
   id: number;
diff --git a/projects/common/src/types/token/beatleader/beatleader-leaderboard-token.ts b/projects/common/src/types/token/beatleader/leaderboard.ts
similarity index 70%
rename from projects/common/src/types/token/beatleader/beatleader-leaderboard-token.ts
rename to projects/common/src/types/token/beatleader/leaderboard.ts
index 6cd979a..a2fce89 100644
--- a/projects/common/src/types/token/beatleader/beatleader-leaderboard-token.ts
+++ b/projects/common/src/types/token/beatleader/leaderboard.ts
@@ -1,5 +1,5 @@
-import { BeatLeaderSongToken } from "./beatleader-song-token";
-import { BeatLeaderDifficultyToken } from "./beatleader-difficulty-token";
+import { BeatLeaderSongToken } from "./score/song";
+import { BeatLeaderDifficultyToken } from "./difficulty";
 
 export type BeatLeaderLeaderboardToken = {
   id: string;
diff --git a/projects/common/src/types/token/beatleader/beatleader-modifier-rating-token.ts b/projects/common/src/types/token/beatleader/modifier/modifier-rating.ts
similarity index 100%
rename from projects/common/src/types/token/beatleader/beatleader-modifier-rating-token.ts
rename to projects/common/src/types/token/beatleader/modifier/modifier-rating.ts
diff --git a/projects/common/src/types/token/beatleader/beatleader-modifiers-token.ts b/projects/common/src/types/token/beatleader/modifier/modifiers.ts
similarity index 100%
rename from projects/common/src/types/token/beatleader/beatleader-modifiers-token.ts
rename to projects/common/src/types/token/beatleader/modifier/modifiers.ts
diff --git a/projects/common/src/types/token/beatleader/beatleader-player-token.ts b/projects/common/src/types/token/beatleader/player.ts
similarity index 100%
rename from projects/common/src/types/token/beatleader/beatleader-player-token.ts
rename to projects/common/src/types/token/beatleader/player.ts
diff --git a/projects/common/src/types/token/beatleader/score-stats/accuracy-tracker.ts b/projects/common/src/types/token/beatleader/score-stats/accuracy-tracker.ts
new file mode 100644
index 0000000..8e0f739
--- /dev/null
+++ b/projects/common/src/types/token/beatleader/score-stats/accuracy-tracker.ts
@@ -0,0 +1,66 @@
+export type ScoreStatsAccuracyTrackerToken = {
+  /**
+   * The accuracy of the right hand.
+   */
+  accRight: number;
+
+  /**
+   * The accuracy of the left hand.
+   */
+  accLeft: number;
+
+  /**
+   * The left hand pre-swing.
+   */
+  leftPreswing: number;
+
+  /**
+   * The right hand pre-swing.
+   */
+  rightPreswing: number;
+
+  /**
+   * The average pre-swing.
+   */
+  averagePreswing: number;
+
+  /**
+   * The left hand post-swing.
+   */
+  leftPostswing: number;
+
+  /**
+   * The right hand post-swing.
+   */
+  rightPostswing: number;
+
+  /**
+   * The left hand time dependence.
+   */
+  leftTimeDependence: number;
+
+  /**
+   * The right hand time dependence.
+   */
+  rightTimeDependence: number;
+
+  /**
+   * The left hand average cut.
+   */
+  leftAverageCut: number[];
+
+  /**
+   * The right hand average cut.
+   */
+  rightAverageCut: number[];
+
+  /**
+   * The grid accuracy.
+   */
+  gridAcc: number[];
+
+  /**
+   * The full combo accuracy.
+   */
+  fcAcc: number;
+};
diff --git a/projects/common/src/types/token/beatleader/score-stats/head-position.ts b/projects/common/src/types/token/beatleader/score-stats/head-position.ts
new file mode 100644
index 0000000..8339629
--- /dev/null
+++ b/projects/common/src/types/token/beatleader/score-stats/head-position.ts
@@ -0,0 +1,16 @@
+export type ScoreStatsHeadPositionToken = {
+  /**
+   * The X position of the head
+   */
+  x: number;
+
+  /**
+   * The Y position of the head
+   */
+  y: number;
+
+  /**
+   * The Z position of the head
+   */
+  z: number;
+};
diff --git a/projects/common/src/types/token/beatleader/score-stats/hit-tracker.ts b/projects/common/src/types/token/beatleader/score-stats/hit-tracker.ts
new file mode 100644
index 0000000..1dca2a8
--- /dev/null
+++ b/projects/common/src/types/token/beatleader/score-stats/hit-tracker.ts
@@ -0,0 +1,51 @@
+export type ScoreStatsHitTrackerToken = {
+  /**
+   * The maximum combo achieved.
+   */
+  maxCombo: number;
+
+  /**
+   * The highest amount of 115 notes hit in a row.
+   */
+  maxStreak: number;
+
+  /**
+   * The left hand timing.
+   */
+  leftTiming: number;
+
+  /**
+   * The right hand timing.
+   */
+  rightTiming: number;
+
+  /**
+   * The left hand misses.
+   */
+  leftMiss: number;
+
+  /**
+   * The right hand misses.
+   */
+  rightMiss: number;
+
+  /**
+   * The left hand bad cuts.
+   */
+  leftBadCuts: number;
+
+  /**
+   * The right hand bad cuts.
+   */
+  rightBadCuts: number;
+
+  /**
+   * The left hand bombs.
+   */
+  leftBombs: number;
+
+  /**
+   * The right hand bombs.
+   */
+  rightBombs: number;
+};
diff --git a/projects/common/src/types/token/beatleader/score-stats/score-graph-tracker.ts b/projects/common/src/types/token/beatleader/score-stats/score-graph-tracker.ts
new file mode 100644
index 0000000..34311c3
--- /dev/null
+++ b/projects/common/src/types/token/beatleader/score-stats/score-graph-tracker.ts
@@ -0,0 +1,6 @@
+export type ScoreStatsGraphTrackerToken = {
+  /**
+   * The accuracy graph data.
+   */
+  graph: number[];
+};
diff --git a/projects/common/src/types/token/beatleader/score-stats/score-stats.ts b/projects/common/src/types/token/beatleader/score-stats/score-stats.ts
new file mode 100644
index 0000000..85aac80
--- /dev/null
+++ b/projects/common/src/types/token/beatleader/score-stats/score-stats.ts
@@ -0,0 +1,26 @@
+import { ScoreStatsHitTrackerToken } from "./hit-tracker";
+import { ScoreStatsAccuracyTrackerToken } from "./accuracy-tracker";
+import { ScoreStatsWinTrackerToken } from "./win-tracker";
+import { ScoreStatsGraphTrackerToken } from "./score-graph-tracker";
+
+export type ScoreStatsToken = {
+  /**
+   * The hit tracker stats.
+   */
+  hitTracker: ScoreStatsHitTrackerToken;
+
+  /**
+   * The accuracy tracker stats.
+   */
+  accuracyTracker: ScoreStatsAccuracyTrackerToken;
+
+  /**
+   * The win tracker stats.
+   */
+  winTracker: ScoreStatsWinTrackerToken;
+
+  /**
+   * The score graph tracker stats.
+   */
+  scoreGraphTracker: ScoreStatsGraphTrackerToken;
+};
diff --git a/projects/common/src/types/token/beatleader/score-stats/win-tracker.ts b/projects/common/src/types/token/beatleader/score-stats/win-tracker.ts
new file mode 100644
index 0000000..b8114c0
--- /dev/null
+++ b/projects/common/src/types/token/beatleader/score-stats/win-tracker.ts
@@ -0,0 +1,48 @@
+import { ScoreStatsHeadPositionToken } from "./head-position";
+
+export type ScoreStatsWinTrackerToken = {
+  /**
+   * Whether the score was won. (not failed)
+   */
+  won: boolean;
+
+  /**
+   * The time the score ended.
+   */
+  endTime: number;
+
+  /**
+   * The total amount of pauses.
+   */
+  nbOfPause: number;
+
+  /**
+   * The total amount of pause time.
+   */
+  totalPauseDuration: number;
+
+  /**
+   * The jump distance the score was played on.
+   */
+  jumpDistance: number;
+
+  /**
+   * The average height of the player.
+   */
+  averageHeight: number;
+
+  /**
+   * The average head position of the player.
+   */
+  averageHeadPosition: ScoreStatsHeadPositionToken;
+
+  /**
+   * The total score.
+   */
+  totalScore: number;
+
+  /**
+   * The maximum score for this song.
+   */
+  maxScore: number;
+};
diff --git a/projects/common/src/types/token/beatleader/beatleader-score-improvement-token.ts b/projects/common/src/types/token/beatleader/score/score-improvement.ts
similarity index 100%
rename from projects/common/src/types/token/beatleader/beatleader-score-improvement-token.ts
rename to projects/common/src/types/token/beatleader/score/score-improvement.ts
diff --git a/projects/common/src/types/token/beatleader/beatleader-score-offsets-token.ts b/projects/common/src/types/token/beatleader/score/score-offsets.ts
similarity index 100%
rename from projects/common/src/types/token/beatleader/beatleader-score-offsets-token.ts
rename to projects/common/src/types/token/beatleader/score/score-offsets.ts
diff --git a/projects/common/src/types/token/beatleader/beatleader-score-token.ts b/projects/common/src/types/token/beatleader/score/score.ts
similarity index 77%
rename from projects/common/src/types/token/beatleader/beatleader-score-token.ts
rename to projects/common/src/types/token/beatleader/score/score.ts
index cf0bf0b..3500c9a 100644
--- a/projects/common/src/types/token/beatleader/beatleader-score-token.ts
+++ b/projects/common/src/types/token/beatleader/score/score.ts
@@ -1,7 +1,7 @@
-import { BeatLeaderLeaderboardToken } from "./beatleader-leaderboard-token";
-import { BeatLeaderScoreImprovementToken } from "./beatleader-score-improvement-token";
-import { BeatLeaderScoreOffsetsToken } from "./beatleader-score-offsets-token";
-import { BeatLeaderPlayerToken } from "./beatleader-player-token";
+import { BeatLeaderLeaderboardToken } from "../leaderboard";
+import { BeatLeaderScoreImprovementToken } from "./score-improvement";
+import { BeatLeaderScoreOffsetsToken } from "./score-offsets";
+import { BeatLeaderPlayerToken } from "../player";
 
 export type BeatLeaderScoreToken = {
   myScore: null; // ??
diff --git a/projects/common/src/types/token/beatleader/beatleader-song-token.ts b/projects/common/src/types/token/beatleader/score/song.ts
similarity index 100%
rename from projects/common/src/types/token/beatleader/beatleader-song-token.ts
rename to projects/common/src/types/token/beatleader/score/song.ts
diff --git a/projects/common/src/websocket/beatleader-websocket.ts b/projects/common/src/websocket/beatleader-websocket.ts
index 208042e..25eecbe 100644
--- a/projects/common/src/websocket/beatleader-websocket.ts
+++ b/projects/common/src/websocket/beatleader-websocket.ts
@@ -1,5 +1,5 @@
 import { connectWebSocket, WebsocketCallbacks } from "./websocket";
-import { BeatLeaderScoreToken } from "../types/token/beatleader/beatleader-score-token";
+import { BeatLeaderScoreToken } from "../types/token/beatleader/score/score";
 
 type BeatLeaderWebsocket = {
   /**
diff --git a/projects/website/src/components/leaderboard/leaderboard-pp-chart.tsx b/projects/website/src/components/leaderboard/chart/leaderboard-pp-chart.tsx
similarity index 100%
rename from projects/website/src/components/leaderboard/leaderboard-pp-chart.tsx
rename to projects/website/src/components/leaderboard/chart/leaderboard-pp-chart.tsx
index c303947..bc4000f 100644
--- a/projects/website/src/components/leaderboard/leaderboard-pp-chart.tsx
+++ b/projects/website/src/components/leaderboard/chart/leaderboard-pp-chart.tsx
@@ -2,11 +2,11 @@
 
 import React, { useState } from "react";
 import GenericChart, { DatasetConfig } from "@/components/chart/generic-chart";
-import ScoreSaberLeaderboard from "@ssr/common/leaderboard/impl/scoresaber-leaderboard";
-import { scoresaberService } from "@ssr/common/service/impl/scoresaber";
 import Card from "@/components/card";
 import { DualRangeSlider } from "@/components/ui/dual-range-slider";
 import { useDebounce } from "@uidotdev/usehooks";
+import { scoresaberService } from "@ssr/common/service/impl/scoresaber";
+import ScoreSaberLeaderboard from "@ssr/common/leaderboard/impl/scoresaber-leaderboard";
 
 type Props = {
   /**
diff --git a/projects/website/src/components/leaderboard/chart/player-score-accuracy-chart.tsx b/projects/website/src/components/leaderboard/chart/player-score-accuracy-chart.tsx
new file mode 100644
index 0000000..96c1def
--- /dev/null
+++ b/projects/website/src/components/leaderboard/chart/player-score-accuracy-chart.tsx
@@ -0,0 +1,48 @@
+"use client";
+
+import ScoreSaberScore from "@ssr/common/score/impl/scoresaber-score";
+import { ScoreStatsToken } from "@ssr/common/types/token/beatleader/score-stats/score-stats";
+import { formatTime } from "@ssr/common/utils/time-utils";
+import GenericChart, { DatasetConfig } from "@/components/chart/generic-chart";
+
+type Props = {
+  /**
+   * The score stats to use in the chart
+   */
+  scoreStats: ScoreStatsToken;
+};
+
+export default function PlayerScoreAccuracyChart({ scoreStats }: Props) {
+  const graph = scoreStats.scoreGraphTracker.graph;
+
+  const histories: Record<string, (number | null)[]> = {};
+  const labels: string[] = [];
+
+  for (let seconds = 0; seconds < graph.length; seconds++) {
+    labels.push(formatTime(seconds));
+
+    const history = histories["accuracy"];
+    if (!history) {
+      histories["accuracy"] = [];
+    }
+    histories["accuracy"].push(graph[seconds] * 100);
+  }
+
+  const datasetConfig: DatasetConfig[] = [
+    {
+      title: "Accuracy",
+      field: "accuracy",
+      color: "#3EC1D3",
+      axisId: "y",
+      axisConfig: {
+        reverse: false,
+        display: true,
+        displayName: "Accuracy",
+        position: "left",
+      },
+      labelFormatter: (value: number) => `${value.toFixed(2)}%`,
+    },
+  ];
+
+  return <GenericChart labels={labels} datasetConfig={datasetConfig} histories={histories} />;
+}
diff --git a/projects/website/src/components/leaderboard/leaderboard-data.tsx b/projects/website/src/components/leaderboard/leaderboard-data.tsx
index 1b04552..16ea3a7 100644
--- a/projects/website/src/components/leaderboard/leaderboard-data.tsx
+++ b/projects/website/src/components/leaderboard/leaderboard-data.tsx
@@ -9,7 +9,7 @@ import { useQuery } from "@tanstack/react-query";
 import { useEffect, useState } from "react";
 import { fetchLeaderboard } from "@ssr/common/utils/leaderboard.util";
 import LeaderboardScoresResponse from "@ssr/common/response/leaderboard-scores-response";
-import LeaderboardPpChart from "@/components/leaderboard/leaderboard-pp-chart";
+import LeaderboardPpChart from "@/components/leaderboard/chart/leaderboard-pp-chart";
 import Card from "@/components/card";
 
 type LeaderboardDataProps = {
diff --git a/projects/website/src/components/leaderboard/leaderboard-scores.tsx b/projects/website/src/components/leaderboard/leaderboard-scores.tsx
index 3ce6fd4..ddab1ed 100644
--- a/projects/website/src/components/leaderboard/leaderboard-scores.tsx
+++ b/projects/website/src/components/leaderboard/leaderboard-scores.tsx
@@ -62,8 +62,7 @@ export default function LeaderboardScores({
         selectedLeaderboardId + "",
         currentPage
       ),
-    staleTime: 30 * 1000,
-    enabled: (shouldFetch && isLeaderboardPage) || !isLeaderboardPage,
+    enabled: shouldFetch,
   });
 
   /**
diff --git a/projects/website/src/components/score/score.tsx b/projects/website/src/components/score/score.tsx
index 3015cb2..51d4bd7 100644
--- a/projects/website/src/components/score/score.tsx
+++ b/projects/website/src/components/score/score.tsx
@@ -15,6 +15,12 @@ import { BeatSaverMap } from "@ssr/common/model/beatsaver/map";
 import { useIsMobile } from "@/hooks/use-is-mobile";
 import Card from "@/components/card";
 import { MapStats } from "@/components/score/map-stats";
+import PlayerScoreAccuracyChart from "@/components/leaderboard/chart/player-score-accuracy-chart";
+import { useQuery } from "@tanstack/react-query";
+import { fetchLeaderboardScores } from "@ssr/common/utils/score-utils";
+import LeaderboardScoresResponse from "@ssr/common/response/leaderboard-scores-response";
+import { ScoreStatsToken } from "@ssr/common/types/token/beatleader/score-stats/score-stats";
+import { beatLeaderService } from "@ssr/common/service/impl/beatleader";
 
 type Props = {
   /**
@@ -40,10 +46,67 @@ type Props = {
   };
 };
 
+type LeaderboardDropdownData = {
+  /**
+   * The initial scores.
+   */
+  scores?: LeaderboardScoresResponse<ScoreSaberScore, ScoreSaberLeaderboard>;
+
+  /**
+   * The score stats for this score,
+   */
+  scoreStats?: ScoreStatsToken;
+};
+
 export default function Score({ leaderboard, beatSaverMap, score, settings }: Props) {
+  const scoresPage = getPageFromRank(score.rank, 12);
+
   const isMobile = useIsMobile();
   const [baseScore, setBaseScore] = useState<number>(score.score);
   const [isLeaderboardExpanded, setIsLeaderboardExpanded] = useState(false);
+  const [loading, setLoading] = useState(false);
+  const [leaderboardDropdownData, setLeaderboardDropdownData] = useState<LeaderboardDropdownData | undefined>();
+
+  const { data, isError, isLoading } = useQuery<LeaderboardDropdownData>({
+    queryKey: ["leaderboardDropdownData", leaderboard.id, score.id, isLeaderboardExpanded],
+    queryFn: async () => {
+      const scores = await fetchLeaderboardScores<ScoreSaberScore, ScoreSaberLeaderboard>(
+        "scoresaber",
+        leaderboard.id + "",
+        scoresPage
+      );
+      const scoreStats = score.additionalData
+        ? await beatLeaderService.lookupScoreStats(score.additionalData.scoreId)
+        : undefined;
+
+      return {
+        scores: scores,
+        scoreStats: scoreStats,
+      };
+    },
+    staleTime: 30 * 1000,
+    enabled: loading,
+  });
+
+  useEffect(() => {
+    if (data) {
+      setLeaderboardDropdownData({
+        ...data,
+        scores: data.scores,
+        scoreStats: data.scoreStats,
+      });
+      setLoading(false);
+    }
+  }, [data]);
+
+  const handleLeaderboardOpen = (isExpanded: boolean) => {
+    if (!isExpanded) {
+      setLeaderboardDropdownData(undefined);
+    }
+
+    setLoading(true);
+    setIsLeaderboardExpanded(isExpanded);
+  };
 
   /**
    * Set the base score
@@ -59,6 +122,7 @@ export default function Score({ leaderboard, beatSaverMap, score, settings }: Pr
    */
   useEffect(() => {
     setIsLeaderboardExpanded(false);
+    setLeaderboardDropdownData(undefined);
   }, [score]);
 
   const accuracy = (baseScore / leaderboard.maxScore) * 100;
@@ -81,7 +145,9 @@ export default function Score({ leaderboard, beatSaverMap, score, settings }: Pr
             beatSaverMap={beatSaverMap}
             score={score}
             alwaysSingleLine={isMobile}
-            setIsLeaderboardExpanded={setIsLeaderboardExpanded}
+            setIsLeaderboardExpanded={(isExpanded: boolean) => {
+              handleLeaderboardOpen(isExpanded);
+            }}
             updateScore={score => {
               setBaseScore(score.score);
             }}
@@ -98,7 +164,7 @@ export default function Score({ leaderboard, beatSaverMap, score, settings }: Pr
       </div>
 
       {/* Leaderboard */}
-      {isLeaderboardExpanded && (
+      {isLeaderboardExpanded && leaderboardDropdownData && !loading && (
         <motion.div
           initial={{ opacity: 0, y: -50 }}
           exit={{ opacity: 0, y: -50 }}
@@ -108,8 +174,15 @@ export default function Score({ leaderboard, beatSaverMap, score, settings }: Pr
           <Card className="flex gap-4 w-full relative border border-input">
             <MapStats leaderboard={leaderboard} beatSaver={beatSaverMap} />
 
+            {leaderboardDropdownData.scoreStats && (
+              <div className="flex gap-2">
+                <PlayerScoreAccuracyChart scoreStats={leaderboardDropdownData.scoreStats} />
+              </div>
+            )}
+
             <LeaderboardScores
-              initialPage={getPageFromRank(score.rank, 12)}
+              initialPage={scoresPage}
+              initialScores={leaderboardDropdownData.scores}
               leaderboard={leaderboard}
               disableUrlChanging
             />