diff --git a/apps/lol_analytics/lib/lol_analytics/dimensions/patch/patch_repo.ex b/apps/lol_analytics/lib/lol_analytics/dimensions/patch/patch_repo.ex
index 2a18e18..f3e2d66 100644
--- a/apps/lol_analytics/lib/lol_analytics/dimensions/patch/patch_repo.ex
+++ b/apps/lol_analytics/lib/lol_analytics/dimensions/patch/patch_repo.ex
@@ -2,10 +2,12 @@ defmodule LolAnalytics.Dimensions.Patch.PatchRepo do
   alias LolAnalytics.Dimensions.Patch.PatchSchema
   alias LoLAnalytics.Repo
 
-  def get_or_create(patch_number) do
-    patch = Repo.get(PatchSchema, patch_number: patch_number)
+  import Ecto.Query
 
-    case patch do
+  def get_or_create(patch_number) do
+    query = from p in PatchSchema, where: p.patch_number == ^patch_number
+
+    case Repo.one(query) do
       nil ->
         patch_changeset =
           PatchSchema.changeset(
diff --git a/apps/lol_analytics/lib/lol_analytics/facts/champion_picked_summoner_spell/fact_processor.ex b/apps/lol_analytics/lib/lol_analytics/facts/champion_picked_summoner_spell/fact_processor.ex
index d21c314..80a193d 100644
--- a/apps/lol_analytics/lib/lol_analytics/facts/champion_picked_summoner_spell/fact_processor.ex
+++ b/apps/lol_analytics/lib/lol_analytics/facts/champion_picked_summoner_spell/fact_processor.ex
@@ -1,5 +1,7 @@
 defmodule LolAnalytics.Facts.ChampionPickedSummonerSpell.FactProcessor do
-alias LolAnalytics.Facts.ChampionPickedSummonerSpell
+  require Logger
+
+  alias LolAnalytics.Facts.ChampionPickedSummonerSpell
 
   def process_game_at_url(url) do
     data = HTTPoison.get!(url)
@@ -11,10 +13,11 @@ alias LolAnalytics.Facts.ChampionPickedSummonerSpell
     participants = decoded_match.info.participants
     version = extract_game_version(decoded_match)
 
+    Logger.info("Processing ChampionPickedSummoner for match #{decoded_match.metadata.matchId}")
+
     participants
     |> Enum.each(fn participant = %LoLAPI.Model.Participant{} ->
       if participant.teamPosition != "" do
-
         attrs_spell_1 = %{
           champion_id: participant.championId,
           match_id: decoded_match.metadata.matchId,
@@ -26,6 +29,7 @@ alias LolAnalytics.Facts.ChampionPickedSummonerSpell
           team_position: participant.teamPosition,
           patch_number: version
         }
+
         attrs_spell_2 = %{
           champion_id: participant.championId,
           match_id: decoded_match.metadata.matchId,
@@ -37,6 +41,7 @@ alias LolAnalytics.Facts.ChampionPickedSummonerSpell
           team_position: participant.teamPosition,
           patch_number: version
         }
+
         ChampionPickedSummonerSpell.Repo.insert(attrs_spell_1)
         ChampionPickedSummonerSpell.Repo.insert(attrs_spell_2)
       end
diff --git a/apps/lol_analytics/lib/lol_analytics/facts/champion_picked_summoner_spell/repo.ex b/apps/lol_analytics/lib/lol_analytics/facts/champion_picked_summoner_spell/repo.ex
index cd6b3e2..c86b7f8 100644
--- a/apps/lol_analytics/lib/lol_analytics/facts/champion_picked_summoner_spell/repo.ex
+++ b/apps/lol_analytics/lib/lol_analytics/facts/champion_picked_summoner_spell/repo.ex
@@ -39,10 +39,7 @@ defmodule LolAnalytics.Facts.ChampionPickedSummonerSpell.Repo do
 
     changeset = Schema.changeset(prev || %Schema{}, attrs)
 
-    IO.inspect(attrs)
-
     Repo.insert_or_update(changeset)
-    |> IO.inspect()
   end
 
   def get_champion_picked_summoners(championId, team_position \\ "MIDDLE") do
diff --git a/apps/lol_analytics/lib/lol_analytics/facts/champion_played_game/champion_played_game_repo.ex b/apps/lol_analytics/lib/lol_analytics/facts/champion_played_game/champion_played_game_repo.ex
index 766324c..d9165b6 100644
--- a/apps/lol_analytics/lib/lol_analytics/facts/champion_played_game/champion_played_game_repo.ex
+++ b/apps/lol_analytics/lib/lol_analytics/facts/champion_played_game/champion_played_game_repo.ex
@@ -1,6 +1,7 @@
 defmodule LolAnalytics.Facts.ChampionPlayedGame.Repo do
   import Ecto.Query
 
+  alias LolAnalytics.Dimensions.Patch.PatchRepo
   alias LolAnalytics.Dimensions.Champion.ChampionSchema
   alias LolAnalytics.Dimensions.Player.PlayerRepo
   alias LolAnalytics.Dimensions.Champion.ChampionRepo
@@ -12,8 +13,20 @@ defmodule LolAnalytics.Facts.ChampionPlayedGame.Repo do
     _match = MatchRepo.get_or_create(attrs.match_id)
     _champion = ChampionRepo.get_or_create(attrs.champion_id)
     _player = PlayerRepo.get_or_create(attrs.puuid)
+    _patch = PatchRepo.get_or_create(attrs.patch_number)
     changeset = Schema.changeset(%Schema{}, attrs)
-    Repo.insert(changeset)
+
+    prev =
+      from(f in Schema,
+        where:
+          f.match_id == ^attrs.match_id and
+            f.champion_id == ^attrs.champion_id and f.queue_id == ^attrs.queue_id
+      )
+      |> Repo.one()
+
+    changeset = Schema.changeset(prev || %Schema{}, attrs)
+
+    Repo.update(changeset)
   end
 
   def list_played_matches() do
@@ -46,6 +59,34 @@ defmodule LolAnalytics.Facts.ChampionPlayedGame.Repo do
     Repo.all(query)
   end
 
+  def get_win_rates_by_patch(champion_id) do
+    query =
+      from m in Schema,
+        join: c in ChampionSchema,
+        on: c.champion_id == m.champion_id,
+        select: %{
+          wins: fragment("count(CASE WHEN ? THEN 1 END)", m.is_win),
+          win_rate:
+            fragment(
+              "
+              ((cast(count(CASE WHEN ? THEN 1 END) as float) / cast(count(*) as float)) * 100.0
+              )",
+              m.is_win
+            ),
+          id: m.champion_id,
+          patch_number: m.patch_number,
+          name: c.name,
+          image: c.image,
+          team_position: m.team_position,
+          total_games: count("*")
+        },
+        where: c.champion_id == ^champion_id,
+        group_by: [m.champion_id, c.image, c.name, m.team_position, m.patch_number],
+        having: count("*") > 100
+
+    Repo.all(query)
+  end
+
   def get_win_rates_by_roles() do
   end
 end
diff --git a/apps/lol_analytics/lib/lol_analytics/facts/champion_played_game/champion_played_game_schema.ex b/apps/lol_analytics/lib/lol_analytics/facts/champion_played_game/champion_played_game_schema.ex
index 9d11a1c..ec564eb 100644
--- a/apps/lol_analytics/lib/lol_analytics/facts/champion_played_game/champion_played_game_schema.ex
+++ b/apps/lol_analytics/lib/lol_analytics/facts/champion_played_game/champion_played_game_schema.ex
@@ -6,6 +6,7 @@ defmodule LolAnalytics.Facts.ChampionPlayedGame.Schema do
   @casting_attrs [
     :champion_id,
     :match_id,
+    :patch_number,
     :is_win,
     :game_length_seconds,
     :team_position,
@@ -16,6 +17,7 @@ defmodule LolAnalytics.Facts.ChampionPlayedGame.Schema do
   schema "fact_champion_played_game" do
     field :champion_id, :integer
     field :match_id, :string
+    field :patch_number, :string
     field :is_win, :boolean
     field :game_length_seconds, :integer
     field :team_position, :string
diff --git a/apps/lol_analytics/lib/lol_analytics/facts/champion_played_game/fact_processor.ex b/apps/lol_analytics/lib/lol_analytics/facts/champion_played_game/fact_processor.ex
index 2a4a61d..1f291ac 100644
--- a/apps/lol_analytics/lib/lol_analytics/facts/champion_played_game/fact_processor.ex
+++ b/apps/lol_analytics/lib/lol_analytics/facts/champion_played_game/fact_processor.ex
@@ -1,4 +1,6 @@
 defmodule LolAnalytics.Facts.ChampionPlayedGame.FactProcessor do
+  require Logger
+
   def process_game_at_url(path) do
     data = HTTPoison.get!(path)
     process_game_data(data.body)
@@ -9,6 +11,8 @@ defmodule LolAnalytics.Facts.ChampionPlayedGame.FactProcessor do
     participants = decoded_match.info.participants
     version = extract_game_version(decoded_match)
 
+    Logger.info("Processing ChampionPlayedMatch for #{decoded_match.metadata.matchId}")
+
     participants
     |> Enum.each(fn participant = %LoLAPI.Model.Participant{} ->
       if participant.teamPosition != "" do
diff --git a/apps/lol_analytics/lib/lol_analytics/facts/facts_runner.ex b/apps/lol_analytics/lib/lol_analytics/facts/facts_runner.ex
index 8c74f85..05686b6 100644
--- a/apps/lol_analytics/lib/lol_analytics/facts/facts_runner.ex
+++ b/apps/lol_analytics/lib/lol_analytics/facts/facts_runner.ex
@@ -3,7 +3,7 @@ defmodule LolAnalytics.Facts.FactsRunner do
 
   def analyze_all_matches do
     Storage.MatchStorage.S3MatchStorage.stream_files("ranked")
-    |> Enum.each(fn %{key: path} ->
+    |> peach(fn %{key: path} ->
       get_facts()
       |> Enum.each(fn fact_runner ->
         apply(fact_runner, ["http://192.168.1.55:9000/ranked/#{path}"])
@@ -16,7 +16,14 @@ defmodule LolAnalytics.Facts.FactsRunner do
 
   def get_facts() do
     [
-      &Facts.ChampionPickedSummonerSpell.FactProcessor.process_game_at_url/1
+      &Facts.ChampionPickedSummonerSpell.FactProcessor.process_game_at_url/1,
+      &Facts.ChampionPlayedGame.FactProcessor.process_game_at_url/1
     ]
   end
+
+  def peach(enum, fun, concurrency \\ 10, timeout \\ :infinity) do
+    Task.async_stream(enum, &fun.(&1), max_concurrency: concurrency, timeout: timeout)
+    |> Stream.each(fn {:ok, val} -> val end)
+    |> Enum.to_list()
+  end
 end