diff --git a/get_youtube_videos/get_youtube_videos.py b/get_youtube_videos/get_youtube_videos.py
index 22dad8c..29eb143 100644
--- a/get_youtube_videos/get_youtube_videos.py
+++ b/get_youtube_videos/get_youtube_videos.py
@@ -8,10 +8,12 @@
 import sys
 import os
 import re
+import time
 import stat
 import json
 import logging
 from logging.handlers import SysLogHandler
+import yaml
 from yaml import dump
 try:
     from yaml import CDumper as Dumper
@@ -23,6 +25,14 @@ import requests
 import feedparser
 import yt_dlp
 
+HOME_FOLDER = os.environ.get('HOME', os.environ.get('USERPROFILE', '/'))
+if HOME_FOLDER == '/':
+    CACHE_FOLDER = '/var/cache'
+    LOG_FOLDER = '/var/log/'
+else:
+    CACHE_FOLDER = f"{HOME_FOLDER}/.local/"
+    LOG_FOLDER = f"{HOME_FOLDER}/log/"
+
 
 class GetYoutubeVideos:
     '''Get YouTube videos from a series of channels'''
@@ -49,6 +59,13 @@ class GetYoutubeVideos:
                 'get_youtube_videos.log'
             )
         self._init_log()
+
+        self._default_data = {
+            "last_update": 0,
+            "proxies": {},
+        }
+        self.data = self._read_cached_data()
+
         self.summary = {
             'config': self.config,
             'entries_count': 0,
@@ -62,9 +79,16 @@ class GetYoutubeVideos:
             'downloaded_videos_titles': [],
         }
         if len(self.config['proxy']) > 0:
-            self.selected_proxy = self.config['proxy'][0]
-            self.proxies = self.config['proxy']
+            for proxy in self.config['proxy']:
+                if proxy not in self._default_data['proxies']:
+                    self._default_data['proxies'][proxy]['failures'] = 0
+            less_failures = -1
+            for proxy in self._default_data['proxies']:
+                if less_failures == -1 or self._default_data['proxies'][proxy]['failures'] < less_failures:
+                    less_failures = self._default_data['proxies'][proxy]['failures']
+                    self.selected_proxy = proxy
         else:
+            self._default_data['proxies'] = {}
             self.selected_proxy = ''
         self.proxy_index = 0
         if os.path.exists(self.config['downloaded_database']):
@@ -84,6 +108,60 @@ class GetYoutubeVideos:
         )
         self._save_metrics(self.summary)
 
+    def close(self):
+        '''Close class and save data'''
+        self._save_cached_data(self.data)
+
+    def _read_cached_data(self):
+        if os.path.exists(self.config['cache_file']):
+            with open(self.config['cache_file'], 'r', encoding='utf-8') as cache_file:
+                try:
+                    cached_data = json.load(cache_file)
+                    if (
+                        'last_update' in cached_data and
+                        cached_data['last_update'] + self.config['max_cache_age'] > time.time()
+                    ):
+                        cached_data = self._default_data
+                except json.decoder.JSONDecodeError:
+                    cached_data = self._default_data
+                return cached_data
+        else:
+            return self._default_data
+
+    def _save_cached_data(self, data):
+        data['last_update'] = time.time()
+        with open(self.config['cache_file'], 'w', encoding='utf-8') as cache_file:
+            json.dump(data, cache_file, indent=2)
+        self._debug(
+            f"Saved cached data in '{self.config['cache_file']}'",
+        )
+
+    def _output(self, message):
+        if self.config['output_format'] == 'JSON':
+            return json.dumps(message, indent=2)
+        elif self.config['output_format'] == 'YAML':
+            return yaml.dump(message, Dumper=yaml.Dumper)
+        elif self.config['output_format'] == 'PLAIN':
+            return f"{message}"
+        else:
+            self._log.warning(
+                "Output format '%s' not supported",
+                self.config['output_format']
+            )
+            return message
+
+    def _info(self, message):
+        return self._log.info(self._output(message))
+
+    def _warning(self, message):
+        return self._log.warning(self._output(message))
+
+    def _error(self, message):
+        return self._log.error(self._output(message))
+
+    def _debug(self, message):
+        return self._log.debug(self._output(message))
+
     def _is_numeric(self, variable):
         if isinstance(variable, (int, float, complex)):
             return True
@@ -108,28 +186,21 @@ class GetYoutubeVideos:
             os.chmod('/var/lib/prometheus/node-exporter/get_youtube_videos.prom', stat.S_IROTH)
 
     def _change_proxy(self, video_id):
-        if len(self.proxies) > 0:
-            if isinstance(self.proxies, list):
-                self._log.debug(
-                    "Removing failing proxy '%s'",
-                    self.selected_proxy
-                )
-                self.proxies.pop(self.proxy_index)
-            if self.proxy_index<len(self.proxies)-1:
-                self.selected_proxy = self.proxies[self.proxy_index]
-                self.proxy_index += 1
-                self._log.warning(
-                    "Got an error fetching video information. Setting proxy to '%s'...",
-                    self.selected_proxy
-                )
-                return self._get_video_info(video_id)
+        less_failures = -1
+        for proxy in self._default_data['proxies']:
+            if less_failures == -1 or self._default_data['proxies'][proxy]['failures'] < less_failures:
+                less_failures = self._default_data['proxies'][proxy['failures']]
+                self.selected_proxy = proxy
+        if less_failures == -1:
+            self.selected_proxy = list(self._default_data['proxies'].keys())[0]
             self._log.debug(
-                "No more proxies to try. Resetting list."
+                "All proxies have the same number of errors, using first proxy of the list."
             )
-            self.proxy_index = 0
-            self.proxies = self.config['proxy']
-            self.selected_proxy = self.proxies[0]
-        return None
+        self._log.warning(
+            "Got an error fetching video information. Setting proxy to '%s'...",
+            self.selected_proxy
+        )
+        return self._get_video_info(video_id)
 
     def _get_video_info(self, video_id):
         uri=f"https://www.youtube.com/watch?v={video_id}"
@@ -524,9 +595,22 @@ class GetYoutubeVideos:
     default=False,
     help='Skip live videos'
 )
+@click.option(
+    '--cache-file',
+    '-f',
+    default=f"{CACHE_FOLDER}/get_youtube_videos.json",
+    help='Cache file to store data from each run',
+)
+@click.option(
+    '--max-cache-age',
+    '-a',
+    default=60*60*24*7,
+    help='Max age in seconds for the cache'
+)
 @click_config_file.configuration_option()
 def __main__(**kwargs):
-    return GetYoutubeVideos(**kwargs)
+    obj = GetYoutubeVideos(**kwargs)
+    obj.close()
 
 if __name__ == "__main__":
     __main__()