diff --git a/Applications/ProcessManager/ProcessModel.cpp b/Applications/ProcessManager/ProcessModel.cpp
index ac1c872305..462fff7daa 100644
--- a/Applications/ProcessManager/ProcessModel.cpp
+++ b/Applications/ProcessManager/ProcessModel.cpp
@@ -3,25 +3,13 @@
 #include <AK/JsonArray.h>
 #include <AK/JsonObject.h>
 #include <AK/JsonValue.h>
-#include <LibCore/CFile.h>
+#include <LibCore/CProcessStatisticsReader.h>
 #include <fcntl.h>
-#include <pwd.h>
 #include <stdio.h>
 
 ProcessModel::ProcessModel(GraphWidget& graph)
     : m_graph(graph)
-    , m_proc_all("/proc/all")
 {
-    if (!m_proc_all.open(CIODevice::ReadOnly)) {
-        fprintf(stderr, "ProcessManager: Failed to open /proc/all: %s\n", m_proc_all.error_string());
-        exit(1);
-    }
-
-    setpwent();
-    while (auto* passwd = getpwent())
-        m_usernames.set(passwd->pw_uid, passwd->pw_name);
-    endpwent();
-
     m_generic_process_icon = GraphicsBitmap::load_from_file("/res/icons/gear16.png");
     m_high_priority_icon = GraphicsBitmap::load_from_file("/res/icons/highpriority16.png");
     m_low_priority_icon = GraphicsBitmap::load_from_file("/res/icons/lowpriority16.png");
@@ -186,7 +174,7 @@ GVariant ProcessModel::data(const GModelIndex& index, Role role) const
 
 void ProcessModel::update()
 {
-    m_proc_all.seek(0);
+    auto all_processes = CProcessStatisticsReader::get_all();
 
     unsigned last_sum_nsched = 0;
     for (auto& it : m_processes)
@@ -194,42 +182,30 @@ void ProcessModel::update()
 
     HashTable<pid_t> live_pids;
     unsigned sum_nsched = 0;
-    auto file_contents = m_proc_all.read_all();
-    auto json = JsonValue::from_string({ file_contents.data(), file_contents.size() });
-    json.as_array().for_each([&](auto& value) {
-        const JsonObject& process_object = value.as_object();
-        pid_t pid = process_object.get("pid").to_u32();
-        unsigned nsched = process_object.get("times_scheduled").to_u32();
+    for (auto& it : all_processes) {
         ProcessState state;
-        state.pid = pid;
-        state.nsched = nsched;
-        unsigned uid = process_object.get("uid").to_u32();
+        state.pid = it.value.pid;
+        state.nsched = it.value.nsched;
+        state.user = it.value.username;
+        state.priority = it.value.priority;
+        state.syscalls = it.value.syscalls;
+        state.state = it.value.state;
+        state.name = it.value.name;
+        state.virtual_size = it.value.virtual_size;
+        state.physical_size = it.value.physical_size;
+        sum_nsched += it.value.nsched;
         {
-            auto it = m_usernames.find((uid_t)uid);
-            if (it != m_usernames.end())
-                state.user = (*it).value;
-            else
-                state.user = String::number(uid);
+            auto pit = m_processes.find(it.value.pid);
+            if (pit == m_processes.end())
+                m_processes.set(it.value.pid, make<Process>());
         }
-        state.priority = process_object.get("priority").to_string();
-        state.syscalls = process_object.get("syscall_count").to_u32();
-        state.state = process_object.get("state").to_string();
-        state.name = process_object.get("name").to_string();
-        state.virtual_size = process_object.get("amount_virtual").to_u32();
-        state.physical_size = process_object.get("amount_resident").to_u32();
-        sum_nsched += nsched;
-        {
-            auto it = m_processes.find(pid);
-            if (it == m_processes.end())
-                m_processes.set(pid, make<Process>());
-        }
-        auto it = m_processes.find(pid);
-        ASSERT(it != m_processes.end());
-        (*it).value->previous_state = (*it).value->current_state;
-        (*it).value->current_state = state;
+        auto pit = m_processes.find(it.value.pid);
+        ASSERT(pit != m_processes.end());
+        (*pit).value->previous_state = (*pit).value->current_state;
+        (*pit).value->current_state = state;
 
-        live_pids.set(pid);
-    });
+        live_pids.set(it.value.pid);
+    }
 
     m_pids.clear();
     float total_cpu_percent = 0;
diff --git a/Applications/ProcessManager/ProcessModel.h b/Applications/ProcessManager/ProcessModel.h
index 6f74609dc4..4371367a35 100644
--- a/Applications/ProcessManager/ProcessModel.h
+++ b/Applications/ProcessManager/ProcessModel.h
@@ -3,7 +3,6 @@
 #include <AK/AKString.h>
 #include <AK/HashMap.h>
 #include <AK/Vector.h>
-#include <LibCore/CFile.h>
 #include <LibGUI/GModel.h>
 #include <unistd.h>
 
@@ -65,5 +64,4 @@ private:
     RefPtr<GraphicsBitmap> m_high_priority_icon;
     RefPtr<GraphicsBitmap> m_low_priority_icon;
     RefPtr<GraphicsBitmap> m_normal_priority_icon;
-    CFile m_proc_all;
 };