diff --git a/index.html b/index.html
index 46abc1f..88cafc0 100644
--- a/index.html
+++ b/index.html
@@ -120,7 +120,7 @@ <h2>Real-world server response (Time to First Byte) latencies, as experienced by
         <hr>
 
         <section>
-          <h2>Leaderboard: October 2021</h2>
+          <h2>Leaderboard: December 2021</h2>
 
           <form id="filter">
             <label>
diff --git a/ttfb.json b/ttfb.json
index 6911b80..b957f3a 100644
--- a/ttfb.json
+++ b/ttfb.json
@@ -2,321 +2,321 @@
   {
     "platform": "GoDaddy Website Builder",
     "client": "desktop",
-    "n": "5024",
-    "fast": "0.7513933121019108",
-    "avg": "0.2402468152866242",
-    "slow": "0.008359872611464968"
+    "n": "4261",
+    "fast": "0.7045294531800047",
+    "avg": "0.28561370570288663",
+    "slow": "0.00985684111710866"
   },
   {
     "platform": "GitHub",
     "client": "desktop",
-    "n": "12400",
-    "fast": "0.5749193548387097",
-    "avg": "0.4215322580645161",
-    "slow": "0.0035483870967741938"
+    "n": "12682",
+    "fast": "0.5432897019397571",
+    "avg": "0.4531619618356726",
+    "slow": "0.003548336224570257"
   },
   {
     "platform": "Squarespace",
     "client": "desktop",
-    "n": "50753",
-    "fast": "0.4965420763304632",
-    "avg": "0.4991429078084054",
-    "slow": "0.004315015861131362"
+    "n": "46049",
+    "fast": "0.48396273534713025",
+    "avg": "0.5108037090924884",
+    "slow": "0.005233555560381333"
+  },
+  {
+    "platform": "Shopify",
+    "client": "desktop",
+    "n": "141074",
+    "fast": "0.43389285056069865",
+    "avg": "0.5600961197669309",
+    "slow": "0.006011029672370529"
   },
   {
     "platform": "Seravo",
     "client": "desktop",
-    "n": "984",
-    "fast": "0.4380081300813008",
-    "avg": "0.5",
-    "slow": "0.061991869918699184"
+    "n": "951",
+    "fast": "0.4185068349106204",
+    "avg": "0.5184016824395373",
+    "slow": "0.06309148264984227"
   },
   {
     "platform": "AlwaysData",
     "client": "desktop",
-    "n": "664",
-    "fast": "0.3674698795180723",
-    "avg": "0.5753012048192772",
-    "slow": "0.0572289156626506"
+    "n": "720",
+    "fast": "0.36944444444444446",
+    "avg": "0.5777777777777777",
+    "slow": "0.05277777777777778"
   },
   {
-    "platform": "Seravo",
+    "platform": "Shopify",
     "client": "mobile",
-    "n": "1152",
-    "fast": "0.3480902777777778",
-    "avg": "0.5772569444444444",
-    "slow": "0.07465277777777778"
+    "n": "171210",
+    "fast": "0.3687635068045091",
+    "avg": "0.6163132994568075",
+    "slow": "0.014923193738683489"
   },
   {
     "platform": "Zone.eu",
     "client": "desktop",
-    "n": "2956",
-    "fast": "0.34472259810554806",
-    "avg": "0.4989851150202977",
-    "slow": "0.15629228687415425"
+    "n": "2843",
+    "fast": "0.33134013366162507",
+    "avg": "0.5040450228631727",
+    "slow": "0.16461484347520225"
   },
   {
-    "platform": "Weebly",
-    "client": "desktop",
-    "n": "12147",
-    "fast": "0.31588046431217587",
-    "avg": "0.6643615707582119",
-    "slow": "0.01975796492961225"
-  },
-  {
-    "platform": "GoDaddy Website Builder",
+    "platform": "Seravo",
     "client": "mobile",
-    "n": "9349",
-    "fast": "0.2987485292544657",
-    "avg": "0.6501230078083218",
-    "slow": "0.051128462937212536"
+    "n": "1144",
+    "fast": "0.3312937062937063",
+    "avg": "0.5917832167832168",
+    "slow": "0.07692307692307693"
   },
   {
     "platform": "Vercel",
     "client": "desktop",
-    "n": "5782",
-    "fast": "0.28727084053960567",
-    "avg": "0.6138014527845036",
-    "slow": "0.0989277066758907"
+    "n": "6422",
+    "fast": "0.31641233260666457",
+    "avg": "0.5884459669884771",
+    "slow": "0.0951417004048583"
+  },
+  {
+    "platform": "Weebly",
+    "client": "desktop",
+    "n": "11926",
+    "fast": "0.28400134160657386",
+    "avg": "0.6967130638940131",
+    "slow": "0.01928559449941305"
   },
   {
     "platform": "Wix",
     "client": "desktop",
-    "n": "45982",
-    "fast": "0.28502457483363053",
-    "avg": "0.700513244312992",
-    "slow": "0.014462180853377408"
+    "n": "40639",
+    "fast": "0.27867319569871307",
+    "avg": "0.7078422205270799",
+    "slow": "0.013484583774207042"
   },
   {
     "platform": "GitHub",
     "client": "mobile",
-    "n": "7770",
-    "fast": "0.2761904761904762",
-    "avg": "0.7135135135135136",
-    "slow": "0.010296010296010296"
+    "n": "8197",
+    "fast": "0.23642796144931072",
+    "avg": "0.7524704160058558",
+    "slow": "0.011101622544833475"
   },
   {
     "platform": "Zone.eu",
     "client": "mobile",
-    "n": "3096",
-    "fast": "0.2548449612403101",
-    "avg": "0.5784883720930233",
-    "slow": "0.16666666666666666"
-  },
-  {
-    "platform": "AlwaysData",
-    "client": "mobile",
-    "n": "736",
-    "fast": "0.23641304347826086",
-    "avg": "0.6847826086956522",
-    "slow": "0.07880434782608696"
+    "n": "3060",
+    "fast": "0.23366013071895425",
+    "avg": "0.5732026143790849",
+    "slow": "0.1931372549019608"
   },
   {
     "platform": "Acquia",
     "client": "desktop",
-    "n": "8794",
-    "fast": "0.22947464180122812",
-    "avg": "0.6637480100068228",
-    "slow": "0.10677734819194906"
+    "n": "8617",
+    "fast": "0.2153881861436695",
+    "avg": "0.669374492282697",
+    "slow": "0.11523732157363352"
   },
   {
     "platform": "Squarespace",
     "client": "mobile",
-    "n": "54510",
-    "fast": "0.2168776371308017",
-    "avg": "0.762062006971198",
-    "slow": "0.021060355898000368"
+    "n": "51371",
+    "fast": "0.21039107667750287",
+    "avg": "0.7623951256545521",
+    "slow": "0.02721379766794495"
   },
   {
-    "platform": "Pantheon",
-    "client": "desktop",
-    "n": "12690",
-    "fast": "0.21095350669818755",
-    "avg": "0.6838455476753349",
-    "slow": "0.10520094562647754"
+    "platform": "GoDaddy Website Builder",
+    "client": "mobile",
+    "n": "8937",
+    "fast": "0.20879489761664988",
+    "avg": "0.7249636343291932",
+    "slow": "0.06624146805415687"
   },
   {
-    "platform": "WP Engine",
-    "client": "desktop",
-    "n": "76240",
-    "fast": "0.16985834207764952",
-    "avg": "0.716710388247639",
-    "slow": "0.11343126967471144"
+    "platform": "AlwaysData",
+    "client": "mobile",
+    "n": "799",
+    "fast": "0.20275344180225283",
+    "avg": "0.7108886107634543",
+    "slow": "0.08635794743429287"
   },
   {
-    "platform": "Netlify",
+    "platform": "Pantheon",
     "client": "desktop",
-    "n": "11334",
-    "fast": "0.16049055937886006",
-    "avg": "0.8074819128286571",
-    "slow": "0.032027527792482795"
+    "n": "11865",
+    "fast": "0.1862621154656553",
+    "avg": "0.6962494732406237",
+    "slow": "0.11748841129372103"
   },
   {
-    "platform": "Shopify",
-    "client": "mobile",
-    "n": "162801",
-    "fast": "0.13895492042432173",
-    "avg": "0.8322369027217278",
-    "slow": "0.02880817685395053"
+    "platform": "Netlify",
+    "client": "desktop",
+    "n": "11450",
+    "fast": "0.15668122270742357",
+    "avg": "0.8107423580786026",
+    "slow": "0.0325764192139738"
   },
   {
-    "platform": "Weebly",
-    "client": "mobile",
-    "n": "15129",
-    "fast": "0.1345098816841827",
-    "avg": "0.8147927820741622",
-    "slow": "0.0506973362416551"
+    "platform": "WP Engine",
+    "client": "desktop",
+    "n": "71770",
+    "fast": "0.1539222516371743",
+    "avg": "0.7261390553155914",
+    "slow": "0.11993869304723422"
   },
   {
     "platform": "Liquid Web",
     "client": "desktop",
-    "n": "1633",
-    "fast": "0.1334966319657073",
-    "avg": "0.676056338028169",
-    "slow": "0.1904470300061237"
+    "n": "1372",
+    "fast": "0.119533527696793",
+    "avg": "0.684402332361516",
+    "slow": "0.19606413994169097"
   },
   {
-    "platform": "Shopify",
-    "client": "desktop",
-    "n": "140669",
-    "fast": "0.13020637098436755",
-    "avg": "0.8542962557493122",
-    "slow": "0.015497373266320226"
+    "platform": "Weebly",
+    "client": "mobile",
+    "n": "14952",
+    "fast": "0.11128945960406635",
+    "avg": "0.8321963616907437",
+    "slow": "0.05651417870518994"
   },
   {
     "platform": "Vercel",
     "client": "mobile",
-    "n": "5938",
-    "fast": "0.09296059279218592",
-    "avg": "0.727012462108454",
-    "slow": "0.18002694509936004"
+    "n": "6814",
+    "fast": "0.09113589668329909",
+    "avg": "0.7229233930143821",
+    "slow": "0.18594071030231876"
   },
   {
     "platform": "Flywheel",
     "client": "desktop",
-    "n": "15765",
-    "fast": "0.09096098953377736",
-    "avg": "0.5533143038376149",
-    "slow": "0.35572470662860767"
-  },
-  {
-    "platform": "Wix",
-    "client": "mobile",
-    "n": "93195",
-    "fast": "0.06868394227158109",
-    "avg": "0.897676913997532",
-    "slow": "0.03363914373088685"
+    "n": "14328",
+    "fast": "0.08368230039084311",
+    "avg": "0.5720268006700168",
+    "slow": "0.34429089893914017"
   },
   {
     "platform": "Acquia",
     "client": "mobile",
-    "n": "8304",
-    "fast": "0.06683526011560693",
-    "avg": "0.7090558766859345",
-    "slow": "0.22410886319845857"
+    "n": "8389",
+    "fast": "0.06651567528906902",
+    "avg": "0.6971033496245083",
+    "slow": "0.2363809750864227"
   },
   {
     "platform": "Pantheon",
     "client": "mobile",
-    "n": "11402",
-    "fast": "0.06358533590598141",
-    "avg": "0.7493422206630416",
-    "slow": "0.187072443430977"
+    "n": "11016",
+    "fast": "0.05836964415395788",
+    "avg": "0.7330246913580247",
+    "slow": "0.20860566448801743"
   },
   {
     "platform": "Kinsta",
     "client": "desktop",
-    "n": "14580",
-    "fast": "0.06111111111111111",
-    "avg": "0.739917695473251",
-    "slow": "0.19897119341563785"
+    "n": "14647",
+    "fast": "0.051000204820099676",
+    "avg": "0.7245169659315901",
+    "slow": "0.22448282924831023"
+  },
+  {
+    "platform": "Wix",
+    "client": "mobile",
+    "n": "91606",
+    "fast": "0.04926533196515512",
+    "avg": "0.9055520380761085",
+    "slow": "0.04518262995873633"
   },
   {
     "platform": "Netlify",
     "client": "mobile",
-    "n": "11209",
-    "fast": "0.05513426710678919",
-    "avg": "0.8470871621018824",
-    "slow": "0.0977785707913284"
+    "n": "12088",
+    "fast": "0.04773328921244209",
+    "avg": "0.8584546657842489",
+    "slow": "0.09381204500330907"
   },
   {
     "platform": "SiteGround",
     "client": "desktop",
-    "n": "33338",
-    "fast": "0.05438238646589477",
-    "avg": "0.5575019497270383",
-    "slow": "0.388115663807067"
+    "n": "31470",
+    "fast": "0.04359707658087067",
+    "avg": "0.5299014934858596",
+    "slow": "0.4265014299332698"
   },
   {
     "platform": "WP Engine",
     "client": "mobile",
-    "n": "72638",
-    "fast": "0.04351716732288884",
-    "avg": "0.7096423359674",
-    "slow": "0.24684049670971117"
+    "n": "70113",
+    "fast": "0.04106228516822843",
+    "avg": "0.6995992184045755",
+    "slow": "0.2593384964271961"
   },
   {
     "platform": "HubSpot",
     "client": "desktop",
-    "n": "10723",
-    "fast": "0.03926140072740837",
-    "avg": "0.6247318847337499",
-    "slow": "0.33600671453884173"
+    "n": "11753",
+    "fast": "0.03556538756062282",
+    "avg": "0.6933548881136731",
+    "slow": "0.2710797243257041"
   },
   {
     "platform": "Flywheel",
     "client": "mobile",
-    "n": "15303",
-    "fast": "0.03607135855714566",
-    "avg": "0.4934980069267464",
-    "slow": "0.47043063451610795"
-  },
-  {
-    "platform": "Automattic",
-    "client": "desktop",
-    "n": "35776",
-    "fast": "0.03527504472271914",
-    "avg": "0.868766771019678",
-    "slow": "0.09595818425760286"
+    "n": "14310",
+    "fast": "0.03361285814116003",
+    "avg": "0.507477288609364",
+    "slow": "0.4589098532494759"
   },
   {
     "platform": "Liquid Web",
     "client": "mobile",
-    "n": "1593",
-    "fast": "0.03389830508474576",
-    "avg": "0.6528562460765851",
-    "slow": "0.31324544883866917"
+    "n": "1349",
+    "fast": "0.02742772424017791",
+    "avg": "0.6456634544106745",
+    "slow": "0.3269088213491475"
+  },
+  {
+    "platform": "Automattic",
+    "client": "desktop",
+    "n": "35480",
+    "fast": "0.024943630214205186",
+    "avg": "0.8789177001127396",
+    "slow": "0.09613866967305525"
   },
   {
     "platform": "SiteGround",
     "client": "mobile",
-    "n": "37682",
-    "fast": "0.02372485536861101",
-    "avg": "0.46985298020274935",
-    "slow": "0.5064221644286396"
+    "n": "36904",
+    "fast": "0.0179113375243876",
+    "avg": "0.43461413396921744",
+    "slow": "0.547474528506395"
   },
   {
     "platform": "Kinsta",
     "client": "mobile",
-    "n": "14595",
-    "fast": "0.017677286742034944",
-    "avg": "0.6115107913669064",
-    "slow": "0.3708119218910586"
+    "n": "14840",
+    "fast": "0.013611859838274933",
+    "avg": "0.5886118598382749",
+    "slow": "0.39777628032345014"
   },
   {
     "platform": "HubSpot",
     "client": "mobile",
-    "n": "9696",
-    "fast": "0.010932343234323433",
-    "avg": "0.4551361386138614",
-    "slow": "0.5339315181518152"
+    "n": "11113",
+    "fast": "0.010078286691262485",
+    "avg": "0.5265004949158643",
+    "slow": "0.4634212183928732"
   },
   {
     "platform": "Automattic",
     "client": "mobile",
-    "n": "51462",
-    "fast": "0.006781703004158408",
-    "avg": "0.8746648012125452",
-    "slow": "0.11855349578329641"
+    "n": "53193",
+    "fast": "0.004887861184742354",
+    "avg": "0.8637602692083545",
+    "slow": "0.13135186960690318"
   }
 ]
diff --git a/ttfb.sql b/ttfb.sql
index 8fcb7dd..ea6c402 100644
--- a/ttfb.sql
+++ b/ttfb.sql
@@ -48,7 +48,7 @@ FROM (
   FROM
     `chrome-ux-report.materialized.device_summary`
   WHERE
-    date = '2021-10-01' AND
+    date = '2021-12-01' AND
     device IN ('desktop', 'phone'))
 JOIN (
   SELECT
@@ -57,7 +57,7 @@ JOIN (
     REGEXP_EXTRACT(LOWER(CONCAT(respOtherHeaders, resp_x_powered_by, resp_via, resp_server)),
       r'(zoneos|seravo|x-kinsta-cache|automattic.com/jobs|wpvip.com/careers|wordpress\.com|x-ah-environment|x-pantheon-styx-hostname|wpe-backend|wp engine|hubspot|b7440e60b07ee7b8044761568fab26e8|624d5be7be38418a3e2a818cc8b7029b|6b7412fb82ca5edfd0917e3957f05d89|x-github-request|alproxy|netlify|x-lw-cache|squarespace|x-wix-request-id|x-shopify-stage|x-vercel-id|flywheel|weebly|dps/)') AS platform
   FROM
-    `httparchive.summary_requests.2021_10_01_*`
+    `httparchive.summary_requests.2021_12_01_*`
   WHERE
     firstHtml)
 USING