diff --git a/apps/block_scout_web/lib/block_scout_web/templates/address/overview.html.eex b/apps/block_scout_web/lib/block_scout_web/templates/address/overview.html.eex
index 42906111ef..01b8929d58 100644
--- a/apps/block_scout_web/lib/block_scout_web/templates/address/overview.html.eex
+++ b/apps/block_scout_web/lib/block_scout_web/templates/address/overview.html.eex
@@ -36,8 +36,9 @@
             <span>
               <span class="address-detail-item">
                 <%= if contract?(@address) do %>
+                  <%= gettext(">=") %>
                   <span data-selector="transaction-count">
-                    <%= Cldr.Number.to_string!(incoming_transaction_count(@address), format: "#,###") %>
+                    <%= incoming_transaction_count(@address) %>
                   </span>
                   <%= gettext("Incoming Transactions") %>
                 <% else %>
diff --git a/apps/block_scout_web/lib/block_scout_web/views/address_view.ex b/apps/block_scout_web/lib/block_scout_web/views/address_view.ex
index e527757b23..fe6245ec54 100644
--- a/apps/block_scout_web/lib/block_scout_web/views/address_view.ex
+++ b/apps/block_scout_web/lib/block_scout_web/views/address_view.ex
@@ -214,7 +214,9 @@ defmodule BlockScoutWeb.AddressView do
   def token_title(%Token{name: name, symbol: symbol}), do: "#{name} (#{symbol})"
 
   def incoming_transaction_count(%Address{} = address) do
-    Chain.address_to_incoming_transaction_count(address)
+    count = Chain.address_to_incoming_transaction_count(address)
+
+    Cldr.Number.to_string!(count, format: "#,###")
   end
 
   def trimmed_hash(%Hash{} = hash) do
diff --git a/apps/explorer/lib/explorer/chain.ex b/apps/explorer/lib/explorer/chain.ex
index 6d8a532b58..33a84bc0c9 100644
--- a/apps/explorer/lib/explorer/chain.ex
+++ b/apps/explorer/lib/explorer/chain.ex
@@ -51,6 +51,8 @@ defmodule Explorer.Chain do
 
   @default_paging_options %PagingOptions{page_size: 50}
 
+  @max_incoming_transactions_count 10_000
+
   @typedoc """
   The name of an association on the `t:Ecto.Schema.t/0`
   """
@@ -419,15 +421,22 @@ defmodule Explorer.Chain do
 
   @spec address_to_incoming_transaction_count(Address.t()) :: non_neg_integer()
   def address_to_incoming_transaction_count(%Address{hash: address_hash}) do
-    query =
-      from(
-        transaction in Transaction,
-        where: transaction.to_address_hash == ^address_hash
-      )
+    paging_options = %PagingOptions{page_size: @max_incoming_transactions_count}
 
-    Repo.aggregate(query, :count, :hash)
+    base_query =
+      paging_options
+      |> fetch_transactions()
+
+    to_address_query =
+      base_query
+      |> where([t], t.to_address_hash == ^address_hash)
+
+    Repo.aggregate(to_address_query, :count, :hash, timeout: :infinity)
   end
 
+  @spec max_incoming_transactions_count() :: non_neg_integer()
+  def max_incoming_transactions_count, do: @max_incoming_transactions_count
+
   @doc """
   How many blocks have confirmed `block` based on the current `max_block_number`