diff --git a/sql/create_tables.sql b/sql/create_tables.sql
index 041f97d49..134bda3f7 100644
--- a/sql/create_tables.sql
+++ b/sql/create_tables.sql
@@ -1,4 +1,5 @@
 CREATE EXTENSION pg_trgm;
+CREATE EXTENSION tsm_system_rows;
 
 CREATE TABLE matches (
   match_id bigint PRIMARY KEY,
diff --git a/svc/profiler.js b/svc/profiler.js
index a6d13b44f..68582f244 100644
--- a/svc/profiler.js
+++ b/svc/profiler.js
@@ -8,7 +8,6 @@ var utility = require('../util/utility');
 var insertPlayer = queries.insertPlayer;
 var getData = utility.getData;
 var async = require('async');
-var max;
 start();
 
 function start()
@@ -25,49 +24,38 @@ function start()
 
 function getSummaries(cb)
 {
-    db.raw(`select max(match_id) from matches`).asCallback(function(err, result)
+    db.raw(`
+        SELECT account_id 
+        FROM players 
+        TABLESAMPLE SYSTEM_ROWS(100)
+    `).asCallback(function(err, results)
     {
         if (err)
         {
             return cb(err);
         }
-        max = Number(result.rows[0].max);
-        var min = max - 10000000;
-        db.raw(`
-        select distinct account_id 
-        from player_matches 
-        where match_id in (SELECT (?::bigint + random()*(?::bigint - ?::bigint))::bigint as rand                                                                                                                                                         
-        from generate_series(1,50))
-        and account_id < ? limit 100
-        `, [min, max, min, constants.anonymous_account_id]).asCallback(function(err, results)
+        if (results.rows.length === 0)
+        {
+            console.log('No account_ids found...');
+            return cb();
+        }
+        console.log('players sampled: %s', results.rows.length);
+        var container = utility.generateJob("api_summaries",
+        {
+            players: results.rows
+        });
+        getData(container.url, function(err, body)
         {
             if (err)
             {
-                return cb(err);
+                //couldn't get data from api, non-retryable
+                return cb(JSON.stringify(err));
             }
-            if (results.rows.length === 0)
-            {
-                console.log('No account_ids found...');
-                return cb();
-            }
-            console.log('players sampled: %s', results.rows.length);
-            var container = utility.generateJob("api_summaries",
-            {
-                players: results.rows
-            });
-            getData(container.url, function(err, body)
+            //player summaries response
+            async.each(body.response.players, function(player, cb)
             {
-                if (err)
-                {
-                    //couldn't get data from api, non-retryable
-                    return cb(JSON.stringify(err));
-                }
-                //player summaries response
-                async.each(body.response.players, function(player, cb)
-                {
-                    insertPlayer(db, player, cb);
-                }, cb);
-            });
+                insertPlayer(db, player, cb);
+            }, cb);
         });
     });
 }