diff --git a/index.html b/index.html
index e0ae995..46abc1f 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: August 2021</h2>
+          <h2>Leaderboard: October 2021</h2>
 
           <form id="filter">
             <label>
diff --git a/ttfb.json b/ttfb.json
index 95c46f6..6b56331 100644
--- a/ttfb.json
+++ b/ttfb.json
@@ -2,321 +2,321 @@
   {
     "platform": "GoDaddy Website Builder",
     "client": "desktop",
-    "n": "6176",
-    "fast": "0.8005181347150259",
-    "avg": "0.19413860103626943",
-    "slow": "0.005343264248704663"
+    "n": "5024",
+    "fast": "0.7513933121019108",
+    "avg": "0.2402468152866242",
+    "slow": "0.008359872611464968"
   },
   {
     "platform": "GitHub",
     "client": "desktop",
-    "n": "12582",
-    "fast": "0.5880623112382769",
-    "avg": "0.40836115085042124",
-    "slow": "0.00357653791130186"
+    "n": "12400",
+    "fast": "0.5749193548387097",
+    "avg": "0.4215322580645161",
+    "slow": "0.0035483870967741938"
   },
   {
     "platform": "Squarespace",
     "client": "desktop",
-    "n": "54043",
-    "fast": "0.5068001406287586",
-    "avg": "0.4887404474214977",
-    "slow": "0.004459411949743723"
+    "n": "50753",
+    "fast": "0.4965420763304632",
+    "avg": "0.4991429078084054",
+    "slow": "0.004315015861131362"
   },
   {
     "platform": "Seravo",
     "client": "desktop",
-    "n": "909",
-    "fast": "0.45324532453245325",
-    "avg": "0.48404840484048406",
-    "slow": "0.0627062706270627"
+    "n": "984",
+    "fast": "0.4380081300813008",
+    "avg": "0.5",
+    "slow": "0.061991869918699184"
   },
   {
-    "platform": "GoDaddy Website Builder",
-    "client": "mobile",
-    "n": "9099",
-    "fast": "0.3730080228596549",
-    "avg": "0.5905044510385756",
-    "slow": "0.036487526101769426"
-  },
-  {
-    "platform": "Seravo",
+    "platform": "GitHub",
     "client": "mobile",
-    "n": "1072",
-    "fast": "0.3628731343283582",
-    "avg": "0.5615671641791045",
-    "slow": "0.07555970149253731"
+    "n": "167",
+    "fast": "0.40718562874251496",
+    "avg": "0.5748502994011976",
+    "slow": "0.017964071856287425"
   },
   {
     "platform": "AlwaysData",
     "client": "desktop",
-    "n": "690",
-    "fast": "0.36231884057971014",
-    "avg": "0.5768115942028985",
-    "slow": "0.06086956521739131"
+    "n": "664",
+    "fast": "0.3674698795180723",
+    "avg": "0.5753012048192772",
+    "slow": "0.0572289156626506"
   },
   {
     "platform": "Zone.eu",
     "client": "desktop",
-    "n": "2868",
-    "fast": "0.35808926080892606",
-    "avg": "0.4888423988842399",
-    "slow": "0.15306834030683403"
+    "n": "2956",
+    "fast": "0.34472259810554806",
+    "avg": "0.4989851150202977",
+    "slow": "0.15629228687415425"
+  },
+  {
+    "platform": "Seravo",
+    "client": "mobile",
+    "n": "37",
+    "fast": "0.32432432432432434",
+    "avg": "0.5675675675675675",
+    "slow": "0.10810810810810811"
   },
   {
     "platform": "Weebly",
     "client": "desktop",
-    "n": "11968",
-    "fast": "0.3412433155080214",
-    "avg": "0.6440508021390374",
-    "slow": "0.014705882352941176"
+    "n": "12147",
+    "fast": "0.31588046431217587",
+    "avg": "0.6643615707582119",
+    "slow": "0.01975796492961225"
   },
   {
-    "platform": "Wix",
-    "client": "desktop",
-    "n": "50412",
-    "fast": "0.30510592716019996",
-    "avg": "0.6817821153693565",
-    "slow": "0.013111957470443546"
+    "platform": "AlwaysData",
+    "client": "mobile",
+    "n": "23",
+    "fast": "0.30434782608695654",
+    "avg": "0.6086956521739131",
+    "slow": "0.08695652173913043"
   },
   {
     "platform": "Vercel",
     "client": "desktop",
-    "n": "5027",
-    "fast": "0.2904316689874677",
-    "avg": "0.6122936144817983",
-    "slow": "0.09727471653073404"
+    "n": "5782",
+    "fast": "0.28727084053960567",
+    "avg": "0.6138014527845036",
+    "slow": "0.0989277066758907"
   },
   {
-    "platform": "GitHub",
-    "client": "mobile",
-    "n": "7198",
-    "fast": "0.25896082245068075",
-    "avg": "0.7308974715198666",
-    "slow": "0.010141706029452626"
+    "platform": "Wix",
+    "client": "desktop",
+    "n": "45982",
+    "fast": "0.28502457483363053",
+    "avg": "0.700513244312992",
+    "slow": "0.014462180853377408"
   },
   {
-    "platform": "Zone.eu",
+    "platform": "GoDaddy Website Builder",
     "client": "mobile",
-    "n": "3043",
-    "fast": "0.2559973710154453",
-    "avg": "0.5718041406506736",
-    "slow": "0.17219848833388104"
+    "n": "20",
+    "fast": "0.25",
+    "avg": "0.6",
+    "slow": "0.15"
   },
   {
-    "platform": "AlwaysData",
+    "platform": "Zone.eu",
     "client": "mobile",
-    "n": "727",
-    "fast": "0.2324621733149931",
-    "avg": "0.6767537826685007",
-    "slow": "0.0907840440165062"
+    "n": "75",
+    "fast": "0.24",
+    "avg": "0.5733333333333334",
+    "slow": "0.18666666666666668"
   },
   {
     "platform": "Acquia",
     "client": "desktop",
-    "n": "8749",
-    "fast": "0.23088352954623387",
-    "avg": "0.6568750714367356",
-    "slow": "0.11224139901703052"
+    "n": "8794",
+    "fast": "0.22947464180122812",
+    "avg": "0.6637480100068228",
+    "slow": "0.10677734819194906"
   },
   {
     "platform": "Squarespace",
     "client": "mobile",
-    "n": "53979",
-    "fast": "0.22058578336019563",
-    "avg": "0.7590173956538654",
-    "slow": "0.020396820985938976"
+    "n": "196",
+    "fast": "0.22448979591836735",
+    "avg": "0.75",
+    "slow": "0.025510204081632654"
   },
   {
     "platform": "Pantheon",
     "client": "desktop",
-    "n": "12647",
-    "fast": "0.196568356131889",
-    "avg": "0.6763659365857516",
-    "slow": "0.12706570728235944"
+    "n": "12690",
+    "fast": "0.21095350669818755",
+    "avg": "0.6838455476753349",
+    "slow": "0.10520094562647754"
   },
   {
     "platform": "WP Engine",
     "client": "desktop",
-    "n": "77013",
-    "fast": "0.1806318413774298",
-    "avg": "0.7035046031189539",
-    "slow": "0.11586355550361627"
+    "n": "76240",
+    "fast": "0.16985834207764952",
+    "avg": "0.716710388247639",
+    "slow": "0.11343126967471144"
   },
   {
-    "platform": "Weebly",
+    "platform": "Vercel",
     "client": "mobile",
-    "n": "14088",
-    "fast": "0.16084611016467915",
-    "avg": "0.7938671209540034",
-    "slow": "0.045286768881317434"
+    "n": "224",
+    "fast": "0.16071428571428573",
+    "avg": "0.6964285714285714",
+    "slow": "0.14285714285714285"
   },
   {
     "platform": "Netlify",
     "client": "desktop",
-    "n": "11128",
-    "fast": "0.15249820273184758",
-    "avg": "0.8104780733285406",
-    "slow": "0.03702372393961179"
+    "n": "11334",
+    "fast": "0.16049055937886006",
+    "avg": "0.8074819128286571",
+    "slow": "0.032027527792482795"
   },
   {
-    "platform": "Liquid Web",
-    "client": "desktop",
-    "n": "1784",
-    "fast": "0.13901345291479822",
-    "avg": "0.6816143497757847",
-    "slow": "0.17937219730941703"
+    "platform": "Shopify",
+    "client": "mobile",
+    "n": "5310",
+    "fast": "0.15969868173258003",
+    "avg": "0.7977401129943503",
+    "slow": "0.04256120527306968"
   },
   {
-    "platform": "Kinsta",
+    "platform": "Liquid Web",
     "client": "desktop",
-    "n": "14236",
-    "fast": "0.10845743186288283",
-    "avg": "0.7118572632762011",
-    "slow": "0.179685304860916"
+    "n": "1633",
+    "fast": "0.1334966319657073",
+    "avg": "0.676056338028169",
+    "slow": "0.1904470300061237"
   },
   {
     "platform": "Shopify",
-    "client": "mobile",
-    "n": "152430",
-    "fast": "0.10449386603686939",
-    "avg": "0.8550022961359313",
-    "slow": "0.04050383782719937"
+    "client": "desktop",
+    "n": "140669",
+    "fast": "0.13020637098436755",
+    "avg": "0.8542962557493122",
+    "slow": "0.015497373266320226"
   },
   {
-    "platform": "Vercel",
+    "platform": "Weebly",
     "client": "mobile",
-    "n": "4752",
-    "fast": "0.10416666666666667",
-    "avg": "0.727483164983165",
-    "slow": "0.16835016835016836"
+    "n": "57",
+    "fast": "0.12280701754385964",
+    "avg": "0.8245614035087719",
+    "slow": "0.05263157894736842"
   },
   {
     "platform": "Flywheel",
-    "client": "desktop",
-    "n": "16290",
-    "fast": "0.10257826887661142",
-    "avg": "0.581767955801105",
-    "slow": "0.3156537753222836"
-  },
-  {
-    "platform": "Shopify",
-    "client": "desktop",
-    "n": "139890",
-    "fast": "0.09015655157623848",
-    "avg": "0.8808635356351419",
-    "slow": "0.02897991278861963"
+    "client": "mobile",
+    "n": "161",
+    "fast": "0.11801242236024845",
+    "avg": "0.546583850931677",
+    "slow": "0.33540372670807456"
   },
   {
-    "platform": "Wix",
+    "platform": "Netlify",
     "client": "mobile",
-    "n": "81716",
-    "fast": "0.07866268539820843",
-    "avg": "0.8914043761319692",
-    "slow": "0.029932938469822312"
+    "n": "264",
+    "fast": "0.0946969696969697",
+    "avg": "0.821969696969697",
+    "slow": "0.08333333333333333"
   },
   {
-    "platform": "Acquia",
-    "client": "mobile",
-    "n": "8175",
-    "fast": "0.0672782874617737",
-    "avg": "0.7203669724770643",
-    "slow": "0.2123547400611621"
+    "platform": "Flywheel",
+    "client": "desktop",
+    "n": "15765",
+    "fast": "0.09096098953377736",
+    "avg": "0.5533143038376149",
+    "slow": "0.35572470662860767"
   },
   {
-    "platform": "Pantheon",
+    "platform": "Acquia",
     "client": "mobile",
-    "n": "11140",
-    "fast": "0.062028725314183124",
-    "avg": "0.7306104129263914",
-    "slow": "0.2073608617594255"
+    "n": "464",
+    "fast": "0.07758620689655173",
+    "avg": "0.6745689655172413",
+    "slow": "0.2478448275862069"
   },
   {
-    "platform": "Netlify",
+    "platform": "WP Engine",
     "client": "mobile",
-    "n": "10183",
-    "fast": "0.05067268977707945",
-    "avg": "0.8547579298831386",
-    "slow": "0.09456938033978199"
+    "n": "1307",
+    "fast": "0.06579954093343535",
+    "avg": "0.7329762815608263",
+    "slow": "0.20122417750573834"
   },
   {
-    "platform": "SiteGround",
+    "platform": "Kinsta",
     "client": "desktop",
-    "n": "34891",
-    "fast": "0.04966896907511966",
-    "avg": "0.5223983262159296",
-    "slow": "0.42793270470895073"
+    "n": "14580",
+    "fast": "0.06111111111111111",
+    "avg": "0.739917695473251",
+    "slow": "0.19897119341563785"
   },
   {
-    "platform": "WP Engine",
+    "platform": "Pantheon",
     "client": "mobile",
-    "n": "71529",
-    "fast": "0.04799451970529436",
-    "avg": "0.7220987291867634",
-    "slow": "0.22990675110794223"
+    "n": "447",
+    "fast": "0.05592841163310962",
+    "avg": "0.756152125279642",
+    "slow": "0.18791946308724833"
   },
   {
-    "platform": "HubSpot",
+    "platform": "SiteGround",
     "client": "desktop",
-    "n": "10589",
-    "fast": "0.04608556048729814",
-    "avg": "0.6859949003683067",
-    "slow": "0.26791953914439515"
+    "n": "33338",
+    "fast": "0.05438238646589477",
+    "avg": "0.5575019497270383",
+    "slow": "0.388115663807067"
   },
   {
     "platform": "Automattic",
-    "client": "desktop",
-    "n": "38023",
-    "fast": "0.04273729058727612",
-    "avg": "0.86255687347132",
-    "slow": "0.09470583594140389"
+    "client": "mobile",
+    "n": "550",
+    "fast": "0.05090909090909091",
+    "avg": "0.8090909090909091",
+    "slow": "0.14"
   },
   {
-    "platform": "Flywheel",
+    "platform": "SiteGround",
     "client": "mobile",
-    "n": "15347",
-    "fast": "0.0418322799244152",
-    "avg": "0.5387372124845247",
-    "slow": "0.41943050759106015"
+    "n": "667",
+    "fast": "0.046476761619190406",
+    "avg": "0.5172413793103449",
+    "slow": "0.4362818590704648"
   },
   {
     "platform": "Kinsta",
     "client": "mobile",
-    "n": "13935",
-    "fast": "0.0369573017581629",
-    "avg": "0.6569788302834589",
-    "slow": "0.3060638679583782"
+    "n": "390",
+    "fast": "0.041025641025641026",
+    "avg": "0.6205128205128205",
+    "slow": "0.3384615384615385"
   },
   {
-    "platform": "Liquid Web",
+    "platform": "HubSpot",
     "client": "mobile",
-    "n": "1693",
-    "fast": "0.03366804489072652",
-    "avg": "0.6780862374483166",
-    "slow": "0.28824571766095686"
+    "n": "203",
+    "fast": "0.03940886699507389",
+    "avg": "0.5024630541871922",
+    "slow": "0.458128078817734"
   },
   {
-    "platform": "SiteGround",
-    "client": "mobile",
-    "n": "37301",
-    "fast": "0.020428406745127477",
-    "avg": "0.4408460899171604",
-    "slow": "0.5387255033377121"
+    "platform": "HubSpot",
+    "client": "desktop",
+    "n": "10723",
+    "fast": "0.03926140072740837",
+    "avg": "0.6247318847337499",
+    "slow": "0.33600671453884173"
   },
   {
-    "platform": "HubSpot",
+    "platform": "Automattic",
+    "client": "desktop",
+    "n": "35776",
+    "fast": "0.03527504472271914",
+    "avg": "0.868766771019678",
+    "slow": "0.09595818425760286"
+  },
+  {
+    "platform": "Wix",
     "client": "mobile",
-    "n": "9319",
-    "fast": "0.011481918660800516",
-    "avg": "0.5225882605429767",
-    "slow": "0.46592982079622275"
+    "n": "144",
+    "fast": "0.027777777777777776",
+    "avg": "0.9166666666666666",
+    "slow": "0.05555555555555555"
   },
   {
-    "platform": "Automattic",
+    "platform": "Liquid Web",
     "client": "mobile",
-    "n": "49760",
-    "fast": "0.00757636655948553",
-    "avg": "0.873733922829582",
-    "slow": "0.11868971061093248"
+    "n": "27",
+    "fast": "0.0",
+    "avg": "0.7777777777777778",
+    "slow": "0.2222222222222222"
   }
 ]
diff --git a/ttfb.sql b/ttfb.sql
index 76ed37d..8fcb7dd 100644
--- a/ttfb.sql
+++ b/ttfb.sql
@@ -48,7 +48,7 @@ FROM (
   FROM
     `chrome-ux-report.materialized.device_summary`
   WHERE
-    date = '2021-08-01' AND
+    date = '2021-10-01' 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_08_01_*`
+    `httparchive.summary_requests.2021_10_01_*`
   WHERE
     firstHtml)
 USING