diff --git a/app/header.tsx b/app/header.tsx
index 8bbb8d3..885221d 100644
--- a/app/header.tsx
+++ b/app/header.tsx
@@ -39,6 +39,9 @@ export default function Header() {
         <Link href="/play">
           <Button variant="ghost">Play</Button>
         </Link>
+        <Link href="/leaderboard">
+          <Button variant="ghost">Leaderboard</Button>
+        </Link>
       </nav>
 
       <div className="flex items-center space-x-4">
diff --git a/app/leaderboard/page.tsx b/app/leaderboard/page.tsx
new file mode 100644
index 0000000..5ca9dbc
--- /dev/null
+++ b/app/leaderboard/page.tsx
@@ -0,0 +1,147 @@
+"use client";
+
+import { api } from "@/convex/_generated/api";
+import { useQuery } from "convex/react";
+import { Tabs, TabsContent, TabsList, TabsTrigger } from "@/components/ui/tabs";
+import {
+  Table,
+  TableBody,
+  TableCaption,
+  TableCell,
+  TableHead,
+  TableHeader,
+  TableRow,
+} from "@/components/ui/table";
+
+// Define the types for the data
+interface Ranking {
+  _id: string;
+  modelId: string;
+  level?: string;
+  wins: number;
+  losses: number;
+}
+
+interface Stats {
+  wins: number;
+  losses: number;
+  total: number;
+  ratio: number;
+}
+
+const LeaderBoard = () => {
+  const globalRanking = useQuery(api.leaderboard.getGlobalRankings) as
+    | Ranking[]
+    | undefined;
+  const levelRanking = useQuery(api.leaderboard.getLevelRankings) as
+    | Ranking[]
+    | undefined;
+
+  // Transform the levelRanking data into a pivot table structure
+  const pivotLevelData = (levelRanking: Ranking[] | undefined) => {
+    const levels: Record<string, Record<string, Stats>> = {};
+
+    levelRanking?.forEach((item) => {
+      if (!levels[item.level!]) {
+        levels[item.level!] = {};
+      }
+
+      levels[item.level!][item.modelId] = {
+        wins: item.wins,
+        losses: item.losses,
+        total: item.wins + item.losses,
+        ratio: item.wins / (item.wins + item.losses),
+      };
+    });
+
+    return levels;
+  };
+
+  const pivotedLevelData = pivotLevelData(levelRanking);
+
+  // Get all unique model IDs to dynamically create columns
+  const allModels = Array.from(
+    new Set(levelRanking?.map((item) => item.modelId)),
+  );
+
+  return (
+    <div className="py-12">
+      <div className="text-center text-3xl font-semibold mb-6">Leaderboard</div>
+
+      <Tabs defaultValue="global" className="">
+        <TabsList>
+          <TabsTrigger value="global">Global Rankings</TabsTrigger>
+          <TabsTrigger value="level">Map based Rankings</TabsTrigger>
+        </TabsList>
+        <TabsContent value="global" className="p-4">
+          {/* Global Rankings Table */}
+          <Table>
+            <TableCaption>The global model realtime tally.</TableCaption>
+            <TableHeader>
+              <TableRow>
+                <TableHead className="w-[200px]">Model ID</TableHead>
+                <TableHead>Number of Wins</TableHead>
+                <TableHead>Number of Losses</TableHead>
+                <TableHead>Total Games</TableHead>
+                <TableHead className="text-right">Ratio</TableHead>
+              </TableRow>
+            </TableHeader>
+            <TableBody>
+              {globalRanking?.map((item) => (
+                <TableRow key={item._id}>
+                  <TableCell>{item.modelId}</TableCell>
+                  <TableCell>{item.wins}</TableCell>
+                  <TableCell>{item.losses}</TableCell>
+                  <TableCell>{item.wins + item.losses}</TableCell>
+                  <TableCell className="text-right">
+                    {(item.wins / (item.wins + item.losses)).toFixed(2)}
+                  </TableCell>
+                </TableRow>
+              ))}
+            </TableBody>
+          </Table>
+        </TabsContent>
+        <TabsContent value="level" className="p-4">
+          {/* Map-based Rankings Pivoted Table */}
+          <Table>
+            <TableCaption>The models map-based tally per level.</TableCaption>
+            <TableHeader>
+              <TableRow>
+                <TableHead>Level</TableHead>
+                {/* Dynamically render column headers for each model */}
+                {allModels.map((modelId) => (
+                  <TableHead key={modelId}>{modelId}</TableHead>
+                ))}
+              </TableRow>
+            </TableHeader>
+            <TableBody>
+              {/* Render rows for each level */}
+              {Object.entries(pivotedLevelData).map(([level, models]) => (
+                <TableRow key={level}>
+                  <TableCell>{level}</TableCell>
+                  {/* Render stats for each model in the columns */}
+                  {allModels.map((modelId) => {
+                    const stats = models[modelId] || {
+                      wins: 0,
+                      losses: 0,
+                      total: 0,
+                      ratio: 0,
+                    };
+                    return (
+                      <TableCell key={modelId}>
+                        Wins: {stats.wins}, Losses: {stats.losses}, Games:{" "}
+                        {stats.total}, Ratio: {stats.ratio.toFixed(2)}
+                      </TableCell>
+                    );
+                  })}
+                </TableRow>
+              ))}
+            </TableBody>
+          </Table>
+        </TabsContent>
+      </Tabs>
+    </div>
+  );
+};
+
+export default LeaderBoard;
diff --git a/components/ui/table.tsx b/components/ui/table.tsx
new file mode 100644
index 0000000..c0df655
--- /dev/null
+++ b/components/ui/table.tsx
@@ -0,0 +1,120 @@
+import * as React from "react"
+
+import { cn } from "@/lib/utils"
+
+const Table = React.forwardRef<
+  HTMLTableElement,
+  React.HTMLAttributes<HTMLTableElement>
+>(({ className, ...props }, ref) => (
+  <div className="relative w-full overflow-auto">
+    <table
+      ref={ref}
+      className={cn("w-full caption-bottom text-sm", className)}
+      {...props}
+    />
+  </div>
+))
+Table.displayName = "Table"
+
+const TableHeader = React.forwardRef<
+  HTMLTableSectionElement,
+  React.HTMLAttributes<HTMLTableSectionElement>
+>(({ className, ...props }, ref) => (
+  <thead ref={ref} className={cn("[&_tr]:border-b", className)} {...props} />
+))
+TableHeader.displayName = "TableHeader"
+
+const TableBody = React.forwardRef<
+  HTMLTableSectionElement,
+  React.HTMLAttributes<HTMLTableSectionElement>
+>(({ className, ...props }, ref) => (
+  <tbody
+    ref={ref}
+    className={cn("[&_tr:last-child]:border-0", className)}
+    {...props}
+  />
+))
+TableBody.displayName = "TableBody"
+
+const TableFooter = React.forwardRef<
+  HTMLTableSectionElement,
+  React.HTMLAttributes<HTMLTableSectionElement>
+>(({ className, ...props }, ref) => (
+  <tfoot
+    ref={ref}
+    className={cn(
+      "border-t bg-muted/50 font-medium [&>tr]:last:border-b-0",
+      className
+    )}
+    {...props}
+  />
+))
+TableFooter.displayName = "TableFooter"
+
+const TableRow = React.forwardRef<
+  HTMLTableRowElement,
+  React.HTMLAttributes<HTMLTableRowElement>
+>(({ className, ...props }, ref) => (
+  <tr
+    ref={ref}
+    className={cn(
+      "border-b transition-colors hover:bg-muted/50 data-[state=selected]:bg-muted",
+      className
+    )}
+    {...props}
+  />
+))
+TableRow.displayName = "TableRow"
+
+const TableHead = React.forwardRef<
+  HTMLTableCellElement,
+  React.ThHTMLAttributes<HTMLTableCellElement>
+>(({ className, ...props }, ref) => (
+  <th
+    ref={ref}
+    className={cn(
+      "h-10 px-2 text-left align-middle font-medium text-muted-foreground [&:has([role=checkbox])]:pr-0 [&>[role=checkbox]]:translate-y-[2px]",
+      className
+    )}
+    {...props}
+  />
+))
+TableHead.displayName = "TableHead"
+
+const TableCell = React.forwardRef<
+  HTMLTableCellElement,
+  React.TdHTMLAttributes<HTMLTableCellElement>
+>(({ className, ...props }, ref) => (
+  <td
+    ref={ref}
+    className={cn(
+      "p-2 align-middle [&:has([role=checkbox])]:pr-0 [&>[role=checkbox]]:translate-y-[2px]",
+      className
+    )}
+    {...props}
+  />
+))
+TableCell.displayName = "TableCell"
+
+const TableCaption = React.forwardRef<
+  HTMLTableCaptionElement,
+  React.HTMLAttributes<HTMLTableCaptionElement>
+>(({ className, ...props }, ref) => (
+  <caption
+    ref={ref}
+    className={cn("mt-4 text-sm text-muted-foreground", className)}
+    {...props}
+  />
+))
+TableCaption.displayName = "TableCaption"
+
+export {
+  Table,
+  TableHeader,
+  TableBody,
+  TableFooter,
+  TableHead,
+  TableRow,
+  TableCell,
+  TableCaption,
+}
diff --git a/components/ui/tabs.tsx b/components/ui/tabs.tsx
new file mode 100644
index 0000000..0f4caeb
--- /dev/null
+++ b/components/ui/tabs.tsx
@@ -0,0 +1,55 @@
+"use client"
+
+import * as React from "react"
+import * as TabsPrimitive from "@radix-ui/react-tabs"
+
+import { cn } from "@/lib/utils"
+
+const Tabs = TabsPrimitive.Root
+
+const TabsList = React.forwardRef<
+  React.ElementRef<typeof TabsPrimitive.List>,
+  React.ComponentPropsWithoutRef<typeof TabsPrimitive.List>
+>(({ className, ...props }, ref) => (
+  <TabsPrimitive.List
+    ref={ref}
+    className={cn(
+      "inline-flex h-9 items-center justify-center rounded-lg bg-muted p-1 text-muted-foreground",
+      className
+    )}
+    {...props}
+  />
+))
+TabsList.displayName = TabsPrimitive.List.displayName
+
+const TabsTrigger = React.forwardRef<
+  React.ElementRef<typeof TabsPrimitive.Trigger>,
+  React.ComponentPropsWithoutRef<typeof TabsPrimitive.Trigger>
+>(({ className, ...props }, ref) => (
+  <TabsPrimitive.Trigger
+    ref={ref}
+    className={cn(
+      "inline-flex items-center justify-center whitespace-nowrap rounded-md px-3 py-1 text-sm font-medium ring-offset-background transition-all focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2 disabled:pointer-events-none disabled:opacity-50 data-[state=active]:bg-background data-[state=active]:text-foreground data-[state=active]:shadow",
+      className
+    )}
+    {...props}
+  />
+))
+TabsTrigger.displayName = TabsPrimitive.Trigger.displayName
+
+const TabsContent = React.forwardRef<
+  React.ElementRef<typeof TabsPrimitive.Content>,
+  React.ComponentPropsWithoutRef<typeof TabsPrimitive.Content>
+>(({ className, ...props }, ref) => (
+  <TabsPrimitive.Content
+    ref={ref}
+    className={cn(
+      "mt-2 ring-offset-background focus-visible:outline-none focus-visible:ring-2 focus-visible:ring-ring focus-visible:ring-offset-2",
+      className
+    )}
+    {...props}
+  />
+))
+TabsContent.displayName = TabsPrimitive.Content.displayName
+
+export { Tabs, TabsList, TabsTrigger, TabsContent }
diff --git a/convex/_generated/api.d.ts b/convex/_generated/api.d.ts
index a4e3ff9..7918494 100644
--- a/convex/_generated/api.d.ts
+++ b/convex/_generated/api.d.ts
@@ -20,6 +20,7 @@ import type * as constants from "../constants.js";
 import type * as games from "../games.js";
 import type * as http from "../http.js";
 import type * as init from "../init.js";
+import type * as leaderboard from "../leaderboard.js";
 import type * as maps from "../maps.js";
 import type * as results from "../results.js";
 import type * as scores from "../scores.js";
@@ -39,6 +40,7 @@ declare const fullApi: ApiFromModules<{
   games: typeof games;
   http: typeof http;
   init: typeof init;
+  leaderboard: typeof leaderboard;
   maps: typeof maps;
   results: typeof results;
   scores: typeof scores;
diff --git a/convex/leaderboard.ts b/convex/leaderboard.ts
new file mode 100644
index 0000000..5f35ca3
--- /dev/null
+++ b/convex/leaderboard.ts
@@ -0,0 +1,86 @@
+import { v } from "convex/values";
+import { internalMutation, query } from "./_generated/server";
+
+export const getGlobalRankings = query({
+  handler: async ({ db }) => {
+    const res = await db.query("globalrankings").collect();
+    // Sort the results by wins/losses ratio
+
+    const sortedResults = res.sort((a, b) => {
+      if (a.wins / (a.wins + a.losses) > b.wins / (b.wins + b.losses)) {
+        return -1;
+      }
+      if (a.wins / (a.wins + a.losses) < b.wins / (b.wins + b.losses)) {
+        return 1;
+      }
+      return 0;
+    });
+
+    return sortedResults;
+  },
+});
+
+export const getLevelRankings = query({
+  handler: async ({ db }) => {
+    const res = await db.query("levelrankings").collect();
+
+    const sortedResults = res.sort((a, b) => {
+      if (a.level < b.level) {
+        return -1;
+      }
+      if (a.level > b.level) {
+        return 1;
+      }
+      return 0;
+    });
+
+    return sortedResults;
+  },
+});
+
+export const updateRankings = internalMutation({
+  args: {
+    modelId: v.string(),
+    level: v.number(),
+    isWin: v.boolean(),
+  },
+  handler: async (ctx, args) => {
+    const globalRanking = await ctx.db
+      .query("globalrankings")
+      .withIndex("by_modelId", (q) => q.eq("modelId", args.modelId))
+      .collect();
+    const levelRanking = await ctx.db
+      .query("levelrankings")
+      .withIndex("by_modelId_level", (q) =>
+        q.eq("modelId", args.modelId).eq("level", args.level),
+      )
+      .collect();
+
+    if (globalRanking.length === 0) {
+      await ctx.db.insert("globalrankings", {
+        modelId: args.modelId,
+        wins: args.isWin ? 1 : 0,
+        losses: args.isWin ? 0 : 1,
+      });
+    } else {
+      await ctx.db.patch(globalRanking[0]._id, {
+        wins: globalRanking[0].wins + (args.isWin ? 1 : 0),
+        losses: globalRanking[0].losses + (args.isWin ? 0 : 1),
+      });
+    }
+
+    if (levelRanking.length === 0) {
+      await ctx.db.insert("levelrankings", {
+        modelId: args.modelId,
+        level: args.level,
+        wins: args.isWin ? 1 : 0,
+        losses: args.isWin ? 0 : 1,
+      });
+    } else {
+      await ctx.db.patch(levelRanking[0]._id, {
+        wins: levelRanking[0].wins + (args.isWin ? 1 : 0),
+        losses: levelRanking[0].losses + (args.isWin ? 0 : 1),
+      });
+    }
+  },
+});
diff --git a/convex/maps.ts b/convex/maps.ts
index a2ccce2..40a4465 100644
--- a/convex/maps.ts
+++ b/convex/maps.ts
@@ -188,6 +188,12 @@ export const playMapAction = internalAction({
         resultId,
         error: errorMessage,
       });
+
+      await ctx.runMutation(internal.leaderboard.updateRankings, {
+        modelId: args.modelId,
+        level: args.level,
+        isWin: false,
+      });
     }
   },
 });
diff --git a/convex/results.ts b/convex/results.ts
index d9eb5cf..c66db40 100644
--- a/convex/results.ts
+++ b/convex/results.ts
@@ -102,6 +102,12 @@ export const updateResult = internalMutation({
       throw new Error("Game not found");
     }
 
+    await ctx.runMutation(internal.leaderboard.updateRankings, {
+      modelId: game.modelId,
+      level: result.level,
+      isWin: args.isWin,
+    });
+
     if (args.isWin) {
       await ctx.runMutation(internal.scores.incrementScore, {
         modelId: game.modelId,
diff --git a/convex/schema.ts b/convex/schema.ts
index 2741e80..7f950f1 100644
--- a/convex/schema.ts
+++ b/convex/schema.ts
@@ -32,4 +32,15 @@ export default defineSchema({
       v.literal("failed"),
     ),
   }).index("by_gameId_level", ["gameId", "level"]),
+  globalrankings: defineTable({
+    modelId: v.string(),
+    wins: v.number(),
+    losses: v.number(),
+  }).index("by_modelId", ["modelId"]),
+  levelrankings: defineTable({
+    modelId: v.string(),
+    level: v.number(),
+    wins: v.number(),
+    losses: v.number(),
+  }).index("by_modelId_level", ["modelId", "level"]),
 });
diff --git a/package.json b/package.json
index 68ac54b..4322f2f 100644
--- a/package.json
+++ b/package.json
@@ -21,6 +21,7 @@
     "@radix-ui/react-icons": "^1.3.0",
     "@radix-ui/react-select": "^2.1.2",
     "@radix-ui/react-slot": "^1.1.0",
+    "@radix-ui/react-tabs": "^1.1.1",
     "@radix-ui/react-toast": "^1.2.1",
     "@radix-ui/react-toggle": "^1.1.0",
     "@radix-ui/react-toggle-group": "^1.1.0",