diff --git a/lib/nostrum/api/ratelimiter.ex b/lib/nostrum/api/ratelimiter.ex
index 62743b5bf..b193c8c34 100644
--- a/lib/nostrum/api/ratelimiter.ex
+++ b/lib/nostrum/api/ratelimiter.ex
@@ -40,15 +40,11 @@ defmodule Nostrum.Api.Ratelimiter do
 
   ## Multi-node
 
-  If a single global process is desired to handle all ratelimiting, the
-  ratelimiter can theoretically be adjusted to start registered via `:global`.
-  In practice, it may be more beneficial to have a local ratelimiter process on
-  each node and either using the local one for any API calls, or using a
-  consistent hash mechanism to distribute API requests around the cluster as
-  needed. **Do note that the API enforces a global user ratelimit across all
-  requests**. With a single process, the ratelimiter can track this without
-  hitting 429s at all, with multiple ratelimiters, the built-in requeue
-  functionality may or may not help.
+  nostrum will transparently distribute client requests across all ratelimiter
+  clusters running in the cluster. This allows us to account for per-route
+  ratelimits whilst still distributing work across cluster nodes. **Note that
+  the API enforces a global user ratelimit across all requests**, which we
+  cannot account for using this method.
 
 
   ## Inner workings
@@ -202,6 +198,7 @@ defmodule Nostrum.Api.Ratelimiter do
   @behaviour :gen_statem
 
   alias Nostrum.Api.Base
+  alias Nostrum.Api.RatelimiterGroup
   alias Nostrum.Constants
   alias Nostrum.Error.ApiError
 
@@ -311,6 +308,7 @@ defmodule Nostrum.Api.Ratelimiter do
   end
 
   def init(token) when is_binary(token) do
+    :ok = RatelimiterGroup.join(self())
     # Uncomment the following to trace everything the ratelimiter is doing:
     #   me = self()
     #   spawn(fn -> :sys.trace(me, true) end)
@@ -980,7 +978,9 @@ defmodule Nostrum.Api.Ratelimiter do
   will cause this to return an error.
   """
   def queue(request) do
-    :gen_statem.call(@registered_name, {:queue, request})
+    bucket = get_endpoint(request.route, request.method)
+    limiter = RatelimiterGroup.limiter_for_bucket(bucket)
+    :gen_statem.call(limiter, {:queue, request})
   end
 
   @spec value_from_rltuple({String.t(), String.t()}) :: String.t() | nil
@@ -1027,7 +1027,7 @@ defmodule Nostrum.Api.Ratelimiter do
   @doc """
   Retrieves a proper ratelimit endpoint from a given route and url.
   """
-  @spec get_endpoint(String.t(), String.t()) :: String.t()
+  @spec get_endpoint(String.t(), atom()) :: String.t()
   def get_endpoint(route, method) do
     endpoint =
       Regex.replace(~r/\/([a-z-]+)\/(?:[0-9]{17,19})/i, route, fn capture, param ->
diff --git a/lib/nostrum/api/ratelimiter_group.ex b/lib/nostrum/api/ratelimiter_group.ex
new file mode 100644
index 000000000..0e2dc53b7
--- /dev/null
+++ b/lib/nostrum/api/ratelimiter_group.ex
@@ -0,0 +1,68 @@
+defmodule Nostrum.Api.RatelimiterGroup do
+  @moduledoc """
+  Tracks ratelimiters and determines correct ratelimiters to use per request.
+
+  ## Purpose
+
+  In a multi-node setup, users want to be able to make API requests from any
+  node in the cluster without having to worry about hitting ratelimits. This
+  module serves as the mediator between API clients on any nodes and their
+  target ratelimiter.
+
+  > ### Internal module {: .info}
+  >
+  > This module is intended for exclusive usage inside of nostrum, and is
+  > documented for completeness and people curious to look behind the covers.
+
+  ## Approach
+
+  A naive implementation might simply forward requests to the locally (on the
+  same node) running ratelimiter. However, this falls short when modules on
+  other nodes want to make API requests, as they then effectively begin
+  tracking their own ratelimit state, rendering it inconsistent.
+
+  Instead, the approach is that we have a locally running ratelimiter on each
+  node, all of which are registered via the `:pg` process group managed by this
+  module. When an API request comes in, we determine its ratelimit bucket (see
+  `Nostrum.Api.Ratelimiter.get_endpoint/2`) and based on that, determine the
+  target ratelimiter by selecting it from the list of known ratelimiters via
+  `:erlang.phash2/2`.
+  """
+
+  @scope_name __MODULE__
+  @group_name :ratelimiters
+
+  @doc """
+  Return a ratelimiter PID to use for requests to the given ratelimiter `bucket`.
+  """
+  @spec limiter_for_bucket(String.t()) :: pid()
+  def limiter_for_bucket(bucket) do
+    limiters = :pg.get_members(@scope_name, @group_name)
+    # "Processes are returned in no specific order."
+    sorted = Enum.sort(limiters)
+    total = length(sorted)
+    selected = :erlang.phash2(bucket, total)
+    Enum.at(sorted, selected)
+  end
+
+  @doc "Join the given ratelimiter to the group."
+  @spec join(pid()) :: :ok
+  def join(pid) do
+    :pg.join(@scope_name, @group_name, pid)
+  end
+
+  # Supervisor API
+  def start_link(_opts) do
+    :pg.start_link(@scope_name)
+  end
+
+  def child_spec(opts) do
+    %{
+      id: __MODULE__,
+      start: {__MODULE__, :start_link, [opts]},
+      type: :worker,
+      restart: :permanent,
+      shutdown: 500
+    }
+  end
+end
diff --git a/lib/nostrum/application.ex b/lib/nostrum/application.ex
index 283651259..69dc330fe 100644
--- a/lib/nostrum/application.ex
+++ b/lib/nostrum/application.ex
@@ -29,6 +29,7 @@ defmodule Nostrum.Application do
     children = [
       Nostrum.Store.Supervisor,
       Nostrum.ConsumerGroup,
+      Nostrum.Api.RatelimiterGroup,
       {Nostrum.Api.Ratelimiter, {Application.fetch_env!(:nostrum, :token), []}},
       Nostrum.Shard.Connector,
       Nostrum.Cache.CacheSupervisor,