diff --git a/advent/advent2024/day22.py b/advent/advent2024/day22.py
index f14e0c4..301f6df 100644
--- a/advent/advent2024/day22.py
+++ b/advent/advent2024/day22.py
@@ -1,3 +1,7 @@
+from collections import deque
+
+from tqdm import tqdm
+
 from advent.utils.utils import Advent
 
 advent = Advent(22, 2024)
@@ -6,13 +10,55 @@
 def main():
     lines = advent.get_input_lines()
     secrets = list(map(int, lines))
+
+    evolved = generate_random_secrets(secrets)
+    advent.submit(1, sum(evolved))
+
+    buyer_prices = get_buyer_prices(secrets)
+    sequences = set()
+    for buyer in buyer_prices:
+        sequences.update(buyer.keys())
+
+    best_bananas = 0
+    for sequence in tqdm(sequences):
+        bananas = 0
+        for buyer in buyer_prices:
+            bananas += buyer.get(sequence, 0)
+        if bananas > best_bananas:
+            best_bananas = bananas
+
+    advent.submit(2, best_bananas)
+
+
+def get_buyer_prices(
+    secrets: list[int], steps: int = 2001
+) -> list[dict[tuple[int, ...], int]]:
+    buyer_prices = []
+    for secret in tqdm(secrets):
+        previous = None
+        changes: deque[int] = deque([])
+        prices: dict[tuple[int, ...], int] = dict()
+        for _ in range(steps):
+            price = int(str(secret)[-1])
+            if previous is not None:
+                changes.append(price - previous)
+                if len(changes) > 4:
+                    changes.popleft()
+                if len(changes) == 4 and tuple(changes) not in prices:
+                    prices[tuple(changes)] = price
+            previous = price
+            secret = evolve(secret)
+        buyer_prices.append(prices)
+    return buyer_prices
+
+
+def generate_random_secrets(secrets: list[int], steps: int = 2000) -> list[int]:
     evolved = []
     for secret in secrets:
-        for _ in range(2000):
+        for _ in range(steps):
             secret = evolve(secret)
         evolved.append(secret)
-
-    advent.submit(1, sum(evolved))
+    return evolved
 
 
 def evolve(secret: int) -> int: