diff --git a/src/DNS_Mgr.cc b/src/DNS_Mgr.cc
index a707d8ead0..33da7dd0ae 100644
--- a/src/DNS_Mgr.cc
+++ b/src/DNS_Mgr.cc
@@ -45,6 +45,7 @@ using ztd::out_ptr::out_ptr;
 #include "zeek/Val.h"
 #include "zeek/ZeekString.h"
 #include "zeek/iosource/Manager.h"
+#include "zeek/telemetry/Manager.h"
 
 // Number of seconds we'll wait for a reply.
 constexpr int DNS_TIMEOUT = 5;
@@ -545,6 +546,55 @@ void DNS_Mgr::InitSource() {
 }
 
 void DNS_Mgr::InitPostScript() {
+    num_requests_metric =
+        telemetry_mgr->CounterInstance("zeek", "dnsmgr_requests", {}, "Total number of requests through DNS_Mgr");
+    successful_metric = telemetry_mgr->CounterInstance("zeek", "dnsmgr_successful_requests", {},
+                                                       "Total number of successful requests through DNS_Mgr");
+    failed_metric = telemetry_mgr->CounterInstance("zeek", "dnsmgr_failed_requests", {},
+                                                   "Total number of failed requests through DNS_Mgr");
+    asyncs_pending_metric = telemetry_mgr->GaugeInstance("zeek", "dnsmgr_pending_asyncs_requests", {},
+                                                         "Number of pending async requests through DNS_Mgr");
+
+    cached_hosts_metric =
+        telemetry_mgr->GaugeInstance("zeek", "dnsmgr_cache_entries", {{"type", "host"}},
+                                     "Number of cached hosts in DNS_Mgr", "", []() -> prometheus::ClientMetric {
+                                         prometheus::ClientMetric metric;
+                                         metric.gauge.value = 0;
+
+                                         if ( dns_mgr ) {
+                                             dns_mgr->UpdateCachedStats(false);
+                                             metric.gauge.value = static_cast<double>(dns_mgr->last_cached_stats.hosts);
+                                         }
+                                         return metric;
+                                     });
+
+    cached_addresses_metric =
+        telemetry_mgr->GaugeInstance("zeek", "dnsmgr_cache_entries", {{"type", "address"}},
+                                     "Number of cached addresses in DNS_Mgr", "", []() -> prometheus::ClientMetric {
+                                         prometheus::ClientMetric metric;
+                                         metric.gauge.value = 0;
+
+                                         if ( dns_mgr ) {
+                                             dns_mgr->UpdateCachedStats(false);
+                                             metric.gauge.value =
+                                                 static_cast<double>(dns_mgr->last_cached_stats.addresses);
+                                         }
+                                         return metric;
+                                     });
+
+    cached_texts_metric =
+        telemetry_mgr->GaugeInstance("zeek", "dnsmgr_cache_entries", {{"type", "text"}},
+                                     "Number of cached texts in DNS_Mgr", "", []() -> prometheus::ClientMetric {
+                                         prometheus::ClientMetric metric;
+                                         metric.gauge.value = 0;
+
+                                         if ( dns_mgr ) {
+                                             dns_mgr->UpdateCachedStats(false);
+                                             metric.gauge.value = static_cast<double>(dns_mgr->last_cached_stats.texts);
+                                         }
+                                         return metric;
+                                     });
+
     if ( ! doctest::is_running_in_test ) {
         dm_rec = id::find_type<RecordType>("dns_mapping");
 
@@ -1158,7 +1208,7 @@ void DNS_Mgr::IssueAsyncRequests() {
         AsyncRequest* req = asyncs_queued.front();
         asyncs_queued.pop_front();
 
-        ++num_requests;
+        num_requests_metric->Inc();
         req->time = util::current_time();
 
         if ( req->type == T_PTR )
@@ -1173,6 +1223,7 @@ void DNS_Mgr::IssueAsyncRequests() {
         dns_req->MakeRequest(channel, this);
 
         ++asyncs_pending;
+        asyncs_pending_metric->Inc();
     }
 }
 
@@ -1182,11 +1233,11 @@ void DNS_Mgr::CheckAsyncHostRequest(const std::string& host, bool timeout) {
 
     if ( i != asyncs.end() ) {
         if ( timeout ) {
-            ++failed;
+            failed_metric->Inc();
             i->second->Timeout();
         }
         else if ( auto addrs = LookupNameInCache(host, true, false) ) {
-            ++successful;
+            successful_metric->Inc();
             i->second->Resolved(addrs);
         }
         else
@@ -1195,6 +1246,7 @@ void DNS_Mgr::CheckAsyncHostRequest(const std::string& host, bool timeout) {
         delete i->second;
         asyncs.erase(i);
         --asyncs_pending;
+        asyncs_pending_metric->Dec();
     }
 }
 
@@ -1207,11 +1259,11 @@ void DNS_Mgr::CheckAsyncAddrRequest(const IPAddr& addr, bool timeout) {
 
     if ( i != asyncs.end() ) {
         if ( timeout ) {
-            ++failed;
+            failed_metric->Inc();
             i->second->Timeout();
         }
         else if ( auto name = LookupAddrInCache(addr, true, false) ) {
-            ++successful;
+            successful_metric->Inc();
             i->second->Resolved(name->CheckString());
         }
         else
@@ -1220,6 +1272,7 @@ void DNS_Mgr::CheckAsyncAddrRequest(const IPAddr& addr, bool timeout) {
         delete i->second;
         asyncs.erase(i);
         --asyncs_pending;
+        asyncs_pending_metric->Dec();
     }
 }
 
@@ -1229,11 +1282,11 @@ void DNS_Mgr::CheckAsyncOtherRequest(const std::string& host, bool timeout, int
     auto i = asyncs.find(std::make_pair(request_type, host));
     if ( i != asyncs.end() ) {
         if ( timeout ) {
-            ++failed;
+            failed_metric->Inc();
             i->second->Timeout();
         }
         else if ( auto name = LookupOtherInCache(host, request_type, true) ) {
-            ++successful;
+            successful_metric->Inc();
             i->second->Resolved(name->CheckString());
         }
         else
@@ -1242,6 +1295,7 @@ void DNS_Mgr::CheckAsyncOtherRequest(const std::string& host, bool timeout, int
         delete i->second;
         asyncs.erase(i);
         --asyncs_pending;
+        asyncs_pending_metric->Dec();
     }
 }
 
@@ -1293,26 +1347,35 @@ void DNS_Mgr::Process() {
     ares_process_fd(channel, ARES_SOCKET_BAD, ARES_SOCKET_BAD);
 }
 
+void DNS_Mgr::UpdateCachedStats(bool force) {
+    double now = util::current_time();
+    if ( force || last_cached_stats_update < now - 0.01 ) {
+        last_cached_stats.hosts = 0;
+        last_cached_stats.addresses = 0;
+        last_cached_stats.texts = 0;
+        last_cached_stats.total = all_mappings.size();
+
+        for ( const auto& [key, mapping] : all_mappings ) {
+            if ( mapping->ReqType() == T_PTR )
+                last_cached_stats.addresses++;
+            else if ( mapping->ReqType() == T_A )
+                last_cached_stats.hosts++;
+            else
+                last_cached_stats.texts++;
+        }
+
+        last_cached_stats_update = now;
+    }
+}
+
 void DNS_Mgr::GetStats(Stats* stats) {
-    // TODO: can this use the telemetry framework?
-    stats->requests = num_requests;
-    stats->successful = successful;
-    stats->failed = failed;
+    stats->requests = static_cast<unsigned long>(num_requests_metric->Value());
+    stats->successful = static_cast<unsigned long>(successful_metric->Value());
+    stats->failed = static_cast<unsigned long>(failed_metric->Value());
     stats->pending = asyncs_pending;
 
-    stats->cached_hosts = 0;
-    stats->cached_addresses = 0;
-    stats->cached_texts = 0;
-    stats->cached_total = all_mappings.size();
-
-    for ( const auto& [key, mapping] : all_mappings ) {
-        if ( mapping->ReqType() == T_PTR )
-            stats->cached_addresses++;
-        else if ( mapping->ReqType() == T_A )
-            stats->cached_hosts++;
-        else
-            stats->cached_texts++;
-    }
+    UpdateCachedStats(true);
+    stats->cached = last_cached_stats;
 }
 
 void DNS_Mgr::AsyncRequest::Resolved(const std::string& name) {
diff --git a/src/DNS_Mgr.h b/src/DNS_Mgr.h
index 5d0f9a84b7..7e063b28a3 100644
--- a/src/DNS_Mgr.h
+++ b/src/DNS_Mgr.h
@@ -42,6 +42,13 @@ using TableValPtr = IntrusivePtr<TableVal>;
 using StringValPtr = IntrusivePtr<StringVal>;
 using RecordValPtr = IntrusivePtr<RecordVal>;
 
+namespace telemetry {
+class Gauge;
+class Counter;
+using GaugePtr = std::shared_ptr<Gauge>;
+using CounterPtr = std::shared_ptr<Counter>;
+} // namespace telemetry
+
 } // namespace zeek
 
 namespace zeek::detail {
@@ -198,15 +205,19 @@ public:
      */
     bool Save();
 
+    struct CachedStats {
+        unsigned long hosts;
+        unsigned long addresses;
+        unsigned long texts;
+        unsigned long total;
+    };
+
     struct Stats {
         unsigned long requests; // These count only async requests.
         unsigned long successful;
         unsigned long failed;
         unsigned long pending;
-        unsigned long cached_hosts;
-        unsigned long cached_addresses;
-        unsigned long cached_texts;
-        unsigned long cached_total;
+        CachedStats cached;
     };
 
     /**
@@ -285,6 +296,8 @@ protected:
     const char* Tag() override { return "DNS_Mgr"; }
     double GetNextTimeout() override;
 
+    void UpdateCachedStats(bool force);
+
     DNS_MgrMode mode;
 
     MappingMap all_mappings;
@@ -293,7 +306,6 @@ protected:
     std::string dir; // directory in which cache_name resides
 
     bool did_init = false;
-    int asyncs_pending = 0;
 
     RecordTypePtr dm_rec;
 
@@ -327,9 +339,19 @@ protected:
     using QueuedList = std::list<AsyncRequest*>;
     QueuedList asyncs_queued;
 
-    unsigned long num_requests = 0;
-    unsigned long successful = 0;
-    unsigned long failed = 0;
+    telemetry::CounterPtr num_requests_metric;
+    telemetry::CounterPtr successful_metric;
+    telemetry::CounterPtr failed_metric;
+    telemetry::GaugePtr asyncs_pending_metric;
+
+    telemetry::GaugePtr cached_hosts_metric;
+    telemetry::GaugePtr cached_addresses_metric;
+    telemetry::GaugePtr cached_texts_metric;
+
+    double last_cached_stats_update = 0;
+    CachedStats last_cached_stats;
+
+    int asyncs_pending = 0;
 
     std::set<int> socket_fds;
     std::set<int> write_socket_fds;
diff --git a/src/Stats.cc b/src/Stats.cc
index 7f49585121..7b776b0138 100644
--- a/src/Stats.cc
+++ b/src/Stats.cc
@@ -119,7 +119,7 @@ void ProfileLogger::Log() {
 
     // TODO: This previously output the number of connections, but now that we're storing
     // sessions as well as connections, this might need to be renamed.
-    file->Write(util::fmt("%.06f Conns: total=%" PRIu64 " current=%" PRIu64 "/%u\n", run_state::network_time,
+    file->Write(util::fmt("%.06f Conns: total=%" PRIu64 " current=%" PRIu64 "/%zu\n", run_state::network_time,
                           Connection::TotalConnections(), Connection::CurrentConnections(),
                           session_mgr->CurrentSessions()));
 
@@ -173,7 +173,7 @@ void ProfileLogger::Log() {
         util::fmt("%.06f DNS_Mgr: requests=%lu successful=%lu failed=%lu pending=%lu "
                   "cached_hosts=%lu cached_addrs=%lu\n",
                   run_state::network_time, dstats.requests, dstats.successful, dstats.failed, dstats.pending,
-                  dstats.cached_hosts, dstats.cached_addresses));
+                  dstats.cached.hosts, dstats.cached.addresses));
 
     trigger::Manager::Stats tstats;
     trigger_mgr->GetStats(&tstats);
@@ -188,7 +188,7 @@ void ProfileLogger::Log() {
                                   timer_type_to_string(static_cast<TimerType>(i)), current_timers[i]));
     }
 
-    file->Write(util::fmt("%0.6f Threads: current=%d\n", run_state::network_time, thread_mgr->NumThreads()));
+    file->Write(util::fmt("%0.6f Threads: current=%zu\n", run_state::network_time, thread_mgr->NumThreads()));
 
     const threading::Manager::msg_stats_list& thread_stats = thread_mgr->GetMsgThreadStats();
     for ( threading::Manager::msg_stats_list::const_iterator i = thread_stats.begin(); i != thread_stats.end(); ++i ) {
@@ -213,14 +213,12 @@ void ProfileLogger::Log() {
                   cs.num_events_outgoing, cs.num_logs_incoming, cs.num_logs_outgoing, cs.num_ids_incoming,
                   cs.num_ids_outgoing));
 
-    // Script-level state.
-    const auto& globals = global_scope()->Vars();
-
     if ( expensive ) {
+        // Script-level state.
         int total_table_entries = 0;
         int total_table_rentries = 0;
 
-        for ( const auto& global : globals ) {
+        for ( const auto& global : global_scope()->Vars() ) {
             auto& id = global.second;
 
             // We don't show/count internal globals as they are always
diff --git a/src/Timer.cc b/src/Timer.cc
index ef2763071a..f348731c73 100644
--- a/src/Timer.cc
+++ b/src/Timer.cc
@@ -9,7 +9,7 @@
 #include "zeek/RunState.h"
 #include "zeek/broker/Manager.h"
 #include "zeek/iosource/Manager.h"
-#include "zeek/iosource/PktSrc.h"
+#include "zeek/telemetry/Manager.h"
 #include "zeek/util.h"
 
 namespace zeek::detail {
@@ -97,6 +97,34 @@ void TimerMgr::InitPostScript() {
         iosource_mgr->Register(this, true);
 
     dispatch_all_expired = zeek::detail::max_timer_expires == 0;
+
+    cumulative_num_metric = telemetry_mgr->CounterInstance("zeek", "timers", {}, "Cumulative number of timers", "",
+                                                           []() -> prometheus::ClientMetric {
+                                                               prometheus::ClientMetric metric;
+                                                               metric.counter.value =
+                                                                   static_cast<double>(timer_mgr->CumulativeNum());
+                                                               return metric;
+                                                           });
+
+    lag_time_metric = telemetry_mgr->GaugeInstance("zeek", "timers_lag_time", {},
+                                                   "Lag between current network time and last expired timer", "seconds",
+                                                   []() -> prometheus::ClientMetric {
+                                                       prometheus::ClientMetric metric;
+                                                       metric.gauge.value =
+                                                           run_state::network_time - timer_mgr->last_timestamp;
+                                                       return metric;
+                                                   });
+
+    std::shared_ptr<telemetry::GaugeFamily> family =
+        telemetry_mgr->GaugeFamily("zeek", "timers_pending", {"type"}, "Number of timers for a certain type");
+    for ( int i = 0; i < NUM_TIMER_TYPES; i++ ) {
+        current_timer_metrics[i] = family->GetOrAdd({{"type", timer_type_to_string(static_cast<TimerType>(i))}},
+                                                    [i]() -> prometheus::ClientMetric {
+                                                        prometheus::ClientMetric metric;
+                                                        metric.gauge.value = TimerMgr::CurrentTimers()[i];
+                                                        return metric;
+                                                    });
+    }
 }
 
 void TimerMgr::Add(Timer* timer) {
diff --git a/src/Timer.h b/src/Timer.h
index ff535f64e1..45ba50314e 100644
--- a/src/Timer.h
+++ b/src/Timer.h
@@ -10,7 +10,14 @@
 
 namespace zeek {
 class ODesc;
-}
+
+namespace telemetry {
+class Gauge;
+class Counter;
+using GaugePtr = std::shared_ptr<Gauge>;
+using CounterPtr = std::shared_ptr<Counter>;
+} // namespace telemetry
+} // namespace zeek
 
 namespace zeek::detail {
 
@@ -153,10 +160,12 @@ private:
     // for the max_timer_expires=0 case.
     bool dispatch_all_expired = false;
 
-    size_t peak_size = 0;
-    size_t cumulative_num = 0;
-
     static unsigned int current_timers[NUM_TIMER_TYPES];
+
+    telemetry::CounterPtr cumulative_num_metric;
+    telemetry::GaugePtr lag_time_metric;
+    telemetry::GaugePtr current_timer_metrics[NUM_TIMER_TYPES];
+
     std::unique_ptr<PriorityQueue> q;
 };
 
diff --git a/src/Trigger.cc b/src/Trigger.cc
index dae99bab37..3dfe76e2dc 100644
--- a/src/Trigger.cc
+++ b/src/Trigger.cc
@@ -13,6 +13,7 @@
 #include "zeek/Traverse.h"
 #include "zeek/Val.h"
 #include "zeek/iosource/Manager.h"
+#include "zeek/telemetry/Manager.h"
 
 using namespace zeek::detail;
 using namespace zeek::detail::trigger;
@@ -437,7 +438,19 @@ Manager::Manager() : iosource::IOSource() { pending = new TriggerList(); }
 
 Manager::~Manager() { delete pending; }
 
-void Manager::InitPostScript() { iosource_mgr->Register(this, true); }
+void Manager::InitPostScript() {
+    trigger_count = telemetry_mgr->CounterInstance("zeek", "triggers", {}, "Total number of triggers scheduled");
+    trigger_pending =
+        telemetry_mgr->GaugeInstance("zeek", "pending_triggers", {}, "Pending number of triggers", "",
+                                     []() -> prometheus::ClientMetric {
+                                         prometheus::ClientMetric metric;
+                                         metric.gauge.value =
+                                             trigger_mgr ? static_cast<double>(trigger_mgr->pending->size()) : 0.0;
+                                         return metric;
+                                     });
+
+    iosource_mgr->Register(this, true);
+}
 
 double Manager::GetNextTimeout() { return pending->empty() ? -1 : run_state::network_time + 0.100; }
 
@@ -468,13 +481,13 @@ void Manager::Queue(Trigger* trigger) {
     if ( std::find(pending->begin(), pending->end(), trigger) == pending->end() ) {
         Ref(trigger);
         pending->push_back(trigger);
-        total_triggers++;
+        trigger_count->Inc();
         iosource_mgr->Wakeup(Tag());
     }
 }
 
 void Manager::GetStats(Stats* stats) {
-    stats->total = total_triggers;
+    stats->total = static_cast<unsigned long>(trigger_count->Value());
     stats->pending = pending->size();
 }
 
diff --git a/src/Trigger.h b/src/Trigger.h
index 6c4fade3be..5955cc25b4 100644
--- a/src/Trigger.h
+++ b/src/Trigger.h
@@ -18,6 +18,13 @@ class Val;
 
 using ValPtr = IntrusivePtr<Val>;
 
+namespace telemetry {
+class Gauge;
+class Counter;
+using GaugePtr = std::shared_ptr<Gauge>;
+using CounterPtr = std::shared_ptr<Counter>;
+} // namespace telemetry
+
 namespace detail {
 
 class Frame;
@@ -187,7 +194,8 @@ public:
 private:
     using TriggerList = std::list<Trigger*>;
     TriggerList* pending;
-    unsigned long total_triggers = 0;
+    telemetry::CounterPtr trigger_count;
+    telemetry::GaugePtr trigger_pending;
 };
 
 } // namespace trigger
diff --git a/src/broker/Manager.cc b/src/broker/Manager.cc
index 015f53d10e..dec03afb8e 100644
--- a/src/broker/Manager.cc
+++ b/src/broker/Manager.cc
@@ -340,6 +340,43 @@ void Manager::InitPostScript() {
     bstate->subscriber.add_topic(broker::topic::store_events(), true);
 
     InitializeBrokerStoreForwarding();
+
+    num_peers_metric =
+        telemetry_mgr->GaugeInstance("zeek", "broker_peers", {}, "Current number of peers connected via broker", "",
+                                     []() -> prometheus::ClientMetric {
+                                         prometheus::ClientMetric metric;
+                                         metric.gauge.value = static_cast<double>(broker_mgr->peer_count);
+                                         return metric;
+                                     });
+
+    num_stores_metric =
+        telemetry_mgr->GaugeInstance("zeek", "broker_stores", {}, "Current number of stores connected via broker", "",
+                                     []() -> prometheus::ClientMetric {
+                                         prometheus::ClientMetric metric;
+                                         metric.gauge.value = static_cast<double>(broker_mgr->data_stores.size());
+                                         return metric;
+                                     });
+
+    num_pending_queries_metric =
+        telemetry_mgr->GaugeInstance("zeek", "broker_pending_queries", {}, "Current number of pending broker queries",
+                                     "", []() -> prometheus::ClientMetric {
+                                         prometheus::ClientMetric metric;
+                                         metric.gauge.value = static_cast<double>(broker_mgr->pending_queries.size());
+                                         return metric;
+                                     });
+
+    num_events_incoming_metric = telemetry_mgr->CounterInstance("zeek", "broker_incoming_events", {},
+                                                                "Total number of incoming events via broker");
+    num_events_outgoing_metric = telemetry_mgr->CounterInstance("zeek", "broker_outgoing_events", {},
+                                                                "Total number of outgoing events via broker");
+    num_logs_incoming_metric =
+        telemetry_mgr->CounterInstance("zeek", "broker_incoming_logs", {}, "Total number of incoming logs via broker");
+    num_logs_outgoing_metric =
+        telemetry_mgr->CounterInstance("zeek", "broker_outgoing_logs", {}, "Total number of outgoing logs via broker");
+    num_ids_incoming_metric =
+        telemetry_mgr->CounterInstance("zeek", "broker_incoming_ids", {}, "Total number of incoming ids via broker");
+    num_ids_outgoing_metric =
+        telemetry_mgr->CounterInstance("zeek", "broker_outgoing_ids", {}, "Total number of outgoing ids via broker");
 }
 
 void Manager::InitializeBrokerStoreForwarding() {
@@ -528,7 +565,7 @@ bool Manager::PublishEvent(string topic, std::string name, broker::vector args,
     DBG_LOG(DBG_BROKER, "Publishing event: %s", RenderEvent(topic, name, args).c_str());
     broker::zeek::Event ev(std::move(name), std::move(args), broker::to_timestamp(ts));
     bstate->endpoint.publish(std::move(topic), ev.move_data());
-    ++statistics.num_events_outgoing;
+    num_events_outgoing_metric->Inc();
     return true;
 }
 
@@ -588,7 +625,7 @@ bool Manager::PublishIdentifier(std::string topic, std::string id) {
     broker::zeek::IdentifierUpdate msg(std::move(id), std::move(data.value_));
     DBG_LOG(DBG_BROKER, "Publishing id-update: %s", RenderMessage(topic, msg.as_data()).c_str());
     bstate->endpoint.publish(std::move(topic), msg.move_data());
-    ++statistics.num_ids_outgoing;
+    num_ids_outgoing_metric->Inc();
     return true;
 }
 
@@ -715,8 +752,10 @@ bool Manager::PublishLogWrite(EnumVal* stream, EnumVal* writer, string path, int
     ++lb.message_count;
     lb.msgs[topic].add(std::move(msg));
 
-    if ( lb.message_count >= log_batch_size )
-        statistics.num_logs_outgoing += lb.Flush(bstate->endpoint, log_batch_size);
+    if ( lb.message_count >= log_batch_size ) {
+        auto outgoing_logs = static_cast<double>(lb.Flush(bstate->endpoint, log_batch_size));
+        num_logs_outgoing_metric->Inc(outgoing_logs);
+    }
 
     return true;
 }
@@ -746,7 +785,8 @@ size_t Manager::FlushLogBuffers() {
     for ( auto& lb : log_buffers )
         rval += lb.Flush(bstate->endpoint, log_batch_size);
 
-    statistics.num_logs_outgoing += rval;
+    num_logs_outgoing_metric->Inc(rval);
+
     return rval;
 }
 
@@ -1141,7 +1181,7 @@ void Manager::ProcessMessage(std::string_view topic, broker::zeek::Event& ev) {
         ts = run_state::network_time;
 
     DBG_LOG(DBG_BROKER, "Process event: %s (%.6f) %s", c_str_safe(name).c_str(), ts, RenderMessage(args).c_str());
-    ++statistics.num_events_incoming;
+    num_events_incoming_metric->Inc();
     auto handler = event_registry->Lookup(name);
 
     if ( ! handler )
@@ -1286,7 +1326,7 @@ bool Manager::ProcessMessage(std::string_view, broker::zeek::LogWrite& lw) {
         return false;
     }
 
-    ++statistics.num_logs_incoming;
+    num_logs_incoming_metric->Inc();
     auto&& stream_id_name = lw.stream_id().name;
 
     // Get stream ID.
@@ -1352,7 +1392,7 @@ bool Manager::ProcessMessage(std::string_view, broker::zeek::IdentifierUpdate& i
         return false;
     }
 
-    ++statistics.num_ids_incoming;
+    num_ids_incoming_metric->Inc();
     auto id_name = c_str_safe(iu.id_name());
     auto id_value = convert_if_broker_variant_or_move(iu.id_value());
     const auto& id = zeek::detail::global_scope()->Find(id_name);
@@ -1706,7 +1746,12 @@ const Stats& Manager::GetStatistics() {
     statistics.num_stores = data_stores.size();
     statistics.num_pending_queries = pending_queries.size();
 
-    // The other attributes are set as activity happens.
+    statistics.num_events_incoming = static_cast<size_t>(num_events_incoming_metric->Value());
+    statistics.num_events_outgoing = static_cast<size_t>(num_events_outgoing_metric->Value());
+    statistics.num_logs_incoming = static_cast<size_t>(num_logs_incoming_metric->Value());
+    statistics.num_logs_outgoing = static_cast<size_t>(num_logs_outgoing_metric->Value());
+    statistics.num_ids_incoming = static_cast<size_t>(num_ids_incoming_metric->Value());
+    statistics.num_ids_outgoing = static_cast<size_t>(num_ids_outgoing_metric->Value());
 
     return statistics;
 }
diff --git a/src/broker/Manager.h b/src/broker/Manager.h
index d373d8883e..43bd00fbc9 100644
--- a/src/broker/Manager.h
+++ b/src/broker/Manager.h
@@ -27,8 +27,11 @@ using VectorTypePtr = IntrusivePtr<VectorType>;
 using TableValPtr = IntrusivePtr<TableVal>;
 
 namespace telemetry {
-class Manager;
-}
+class Gauge;
+class Counter;
+using GaugePtr = std::shared_ptr<Gauge>;
+using CounterPtr = std::shared_ptr<Counter>;
+} // namespace telemetry
 
 namespace detail {
 class Frame;
@@ -451,6 +454,16 @@ private:
     std::string zeek_table_db_directory;
 
     static int script_scope;
+
+    telemetry::GaugePtr num_peers_metric;
+    telemetry::GaugePtr num_stores_metric;
+    telemetry::GaugePtr num_pending_queries_metric;
+    telemetry::CounterPtr num_events_incoming_metric;
+    telemetry::CounterPtr num_events_outgoing_metric;
+    telemetry::CounterPtr num_logs_incoming_metric;
+    telemetry::CounterPtr num_logs_outgoing_metric;
+    telemetry::CounterPtr num_ids_incoming_metric;
+    telemetry::CounterPtr num_ids_outgoing_metric;
 };
 
 } // namespace Broker
diff --git a/src/session/Manager.cc b/src/session/Manager.cc
index 8f2fbc6881..d33182a705 100644
--- a/src/session/Manager.cc
+++ b/src/session/Manager.cc
@@ -46,9 +46,9 @@ public:
 
     ProtocolMap::iterator InitCounters(const std::string& protocol) {
         auto active_family =
-            telemetry_mgr->GaugeFamily("zeek", "active-sessions", {"protocol"}, "Active Zeek Sessions");
+            telemetry_mgr->GaugeFamily("zeek", "active_sessions", {"protocol"}, "Active Zeek Sessions");
         auto total_family =
-            telemetry_mgr->CounterFamily("zeek", "total-sessions", {"protocol"}, "Total number of sessions");
+            telemetry_mgr->CounterFamily("zeek", "total_sessions", {"protocol"}, "Total number of sessions");
 
         auto [it, inserted] = entries.insert({protocol, Protocol{active_family, total_family, protocol}});
 
@@ -75,7 +75,17 @@ private:
 
 } // namespace detail
 
-Manager::Manager() { stats = new detail::ProtocolStats(); }
+Manager::Manager() {
+    stats = new detail::ProtocolStats();
+    ended_sessions_metric_family = telemetry_mgr->CounterFamily("zeek", "ended_sessions", {"reason"},
+                                                                "Number of sessions ended for specific reasons");
+    ended_by_inactivity_metric =
+        ended_sessions_metric_family->GetOrAdd({{"reason", "inactivity"}}, []() -> prometheus::ClientMetric {
+            prometheus::ClientMetric metric;
+            metric.counter.value = static_cast<double>(zeek::detail::killed_by_inactivity);
+            return metric;
+        });
+}
 
 Manager::~Manager() {
     Clear();
diff --git a/src/session/Manager.h b/src/session/Manager.h
index 6bbb128d95..eb02e87498 100644
--- a/src/session/Manager.h
+++ b/src/session/Manager.h
@@ -13,6 +13,13 @@
 
 namespace zeek {
 
+namespace telemetry {
+class CounterFamily;
+using CounterFamilyPtr = std::shared_ptr<CounterFamily>;
+class Counter;
+using CounterPtr = std::shared_ptr<Counter>;
+} // namespace telemetry
+
 namespace detail {
 class PacketFilter;
 }
@@ -82,7 +89,7 @@ public:
     void Weird(const char* name, const Packet* pkt, const char* addl = "", const char* source = "");
     void Weird(const char* name, const IP_Hdr* ip, const char* addl = "");
 
-    unsigned int CurrentSessions() { return session_map.size(); }
+    size_t CurrentSessions() { return session_map.size(); }
 
 private:
     using SessionMap = std::unordered_map<detail::Key, Session*, detail::KeyHash>;
@@ -96,6 +103,8 @@ private:
 
     SessionMap session_map;
     detail::ProtocolStats* stats;
+    telemetry::CounterFamilyPtr ended_sessions_metric_family;
+    telemetry::CounterPtr ended_by_inactivity_metric;
 };
 
 } // namespace session
diff --git a/src/stats.bif b/src/stats.bif
index 50dcc5685f..5d410bc9bf 100644
--- a/src/stats.bif
+++ b/src/stats.bif
@@ -83,7 +83,7 @@ function get_conn_stats%(%): ConnStats
 
 	r->Assign(n++, Connection::TotalConnections());
 	r->Assign(n++, Connection::CurrentConnections());
-	r->Assign(n++, session_mgr->CurrentSessions());
+	r->Assign(n++, static_cast<uint64_t>(session_mgr->CurrentSessions()));
 
 	session::Stats s;
 	if ( session_mgr )
@@ -252,10 +252,10 @@ function get_dns_stats%(%): DNSStats
 	r->Assign(n++, static_cast<uint64_t>(dstats.successful));
 	r->Assign(n++, static_cast<uint64_t>(dstats.failed));
 	r->Assign(n++, static_cast<uint64_t>(dstats.pending));
-	r->Assign(n++, static_cast<uint64_t>(dstats.cached_hosts));
-	r->Assign(n++, static_cast<uint64_t>(dstats.cached_addresses));
-	r->Assign(n++, static_cast<uint64_t>(dstats.cached_texts));
-	r->Assign(n++, static_cast<uint64_t>(dstats.cached_total));
+	r->Assign(n++, static_cast<uint64_t>(dstats.cached.hosts));
+	r->Assign(n++, static_cast<uint64_t>(dstats.cached.addresses));
+	r->Assign(n++, static_cast<uint64_t>(dstats.cached.texts));
+	r->Assign(n++, static_cast<uint64_t>(dstats.cached.total));
 
 	return std::move(r);
 	%}
@@ -337,7 +337,7 @@ function get_thread_stats%(%): ThreadStats
 	auto r = zeek::make_intrusive<zeek::RecordVal>(ThreadStats);
 	int n = 0;
 
-	r->Assign(n++, zeek::thread_mgr->NumThreads());
+	r->Assign(n++, static_cast<uint64_t>(zeek::thread_mgr->NumThreads()));
 
 	return std::move(r);
 	%}
diff --git a/src/telemetry/Counter.cc b/src/telemetry/Counter.cc
index 8b34624254..ef3679329e 100644
--- a/src/telemetry/Counter.cc
+++ b/src/telemetry/Counter.cc
@@ -3,7 +3,7 @@
 using namespace zeek::telemetry;
 
 Counter::Counter(FamilyType* family, const prometheus::Labels& labels, prometheus::CollectCallbackPtr callback) noexcept
-    : handle(family->Add(labels)), labels(labels) {
+    : family(family), handle(family->Add(labels)), labels(labels) {
     if ( callback ) {
         handle.AddCollectCallback(std::move(callback));
         has_callback = true;
diff --git a/src/telemetry/Counter.h b/src/telemetry/Counter.h
index f6c49315b7..a0186ad219 100644
--- a/src/telemetry/Counter.h
+++ b/src/telemetry/Counter.h
@@ -56,6 +56,7 @@ public:
     bool CompareLabels(const prometheus::Labels& lbls) const { return labels == lbls; }
 
 private:
+    FamilyType* family = nullptr;
     Handle& handle;
     prometheus::Labels labels;
     bool has_callback = false;
diff --git a/src/telemetry/Gauge.cc b/src/telemetry/Gauge.cc
index 273c9a57bf..114ada3811 100644
--- a/src/telemetry/Gauge.cc
+++ b/src/telemetry/Gauge.cc
@@ -15,7 +15,7 @@ double Gauge::Value() const noexcept {
 
 
 Gauge::Gauge(FamilyType* family, const prometheus::Labels& labels, prometheus::CollectCallbackPtr callback) noexcept
-    : handle(family->Add(labels)), labels(labels) {
+    : family(family), handle(family->Add(labels)), labels(labels) {
     if ( callback ) {
         handle.AddCollectCallback(std::move(callback));
         has_callback = true;
diff --git a/src/telemetry/Gauge.h b/src/telemetry/Gauge.h
index 900cb7b784..652ff72667 100644
--- a/src/telemetry/Gauge.h
+++ b/src/telemetry/Gauge.h
@@ -74,6 +74,7 @@ public:
     bool CompareLabels(const prometheus::Labels& lbls) const { return labels == lbls; }
 
 private:
+    FamilyType* family = nullptr;
     Handle& handle;
     prometheus::Labels labels;
     bool has_callback = false;
diff --git a/src/telemetry/Manager.cc b/src/telemetry/Manager.cc
index 6ae4e06ec6..69b4ed485a 100644
--- a/src/telemetry/Manager.cc
+++ b/src/telemetry/Manager.cc
@@ -112,14 +112,14 @@ void Manager::InitPostScript() {
     }
 
 #ifdef HAVE_PROCESS_STAT_METRICS
-    static auto get_stats = [this]() -> const detail::process_stats* {
+    static auto get_stats = []() -> const detail::process_stats* {
         double now = util::current_time();
-        if ( this->process_stats_last_updated < now - 0.01 ) {
-            this->current_process_stats = detail::get_process_stats();
-            this->process_stats_last_updated = now;
+        if ( telemetry_mgr->process_stats_last_updated < now - 0.01 ) {
+            telemetry_mgr->current_process_stats = detail::get_process_stats();
+            telemetry_mgr->process_stats_last_updated = now;
         }
 
-        return &this->current_process_stats;
+        return &telemetry_mgr->current_process_stats;
     };
     rss_gauge = GaugeInstance("process", "resident_memory", {}, "Resident memory size", "bytes",
                               []() -> prometheus::ClientMetric {
@@ -137,13 +137,21 @@ void Manager::InitPostScript() {
                                   return metric;
                               });
 
-    cpu_gauge = GaugeInstance("process", "cpu", {}, "Total user and system CPU time spent", "seconds",
-                              []() -> prometheus::ClientMetric {
-                                  auto* s = get_stats();
-                                  prometheus::ClientMetric metric;
-                                  metric.gauge.value = s->cpu;
-                                  return metric;
-                              });
+    cpu_user_counter = CounterInstance("process", "cpu_user", {}, "Total user CPU time spent", "seconds",
+                                       []() -> prometheus::ClientMetric {
+                                           auto* s = get_stats();
+                                           prometheus::ClientMetric metric;
+                                           metric.gauge.value = s->cpu_user;
+                                           return metric;
+                                       });
+
+    cpu_system_counter = CounterInstance("process", "cpu_system", {}, "Total system CPU time spent", "seconds",
+                                         []() -> prometheus::ClientMetric {
+                                             auto* s = get_stats();
+                                             prometheus::ClientMetric metric;
+                                             metric.gauge.value = s->cpu_system;
+                                             return metric;
+                                         });
 
     fds_gauge = GaugeInstance("process", "open_fds", {}, "Number of open file descriptors", "",
                               []() -> prometheus::ClientMetric {
@@ -623,18 +631,6 @@ void Manager::WaitForPrometheusCallbacks() {
 using namespace std::literals;
 using namespace zeek::telemetry;
 
-namespace {
-
-template<class T>
-auto toVector(zeek::Span<T> xs) {
-    std::vector<std::remove_const_t<T>> result;
-    for ( auto&& x : xs )
-        result.emplace_back(x);
-    return result;
-}
-
-} // namespace
-
 SCENARIO("telemetry managers provide access to counter families") {
     GIVEN("a telemetry manager") {
         Manager mgr;
diff --git a/src/telemetry/Manager.h b/src/telemetry/Manager.h
index d967fe43c0..26647b7cf7 100644
--- a/src/telemetry/Manager.h
+++ b/src/telemetry/Manager.h
@@ -263,7 +263,8 @@ private:
 
     GaugePtr rss_gauge;
     GaugePtr vms_gauge;
-    GaugePtr cpu_gauge;
+    CounterPtr cpu_user_counter;
+    CounterPtr cpu_system_counter;
     GaugePtr fds_gauge;
 
     std::shared_ptr<prometheus::Registry> prometheus_registry;
diff --git a/src/telemetry/ProcessStats.cc b/src/telemetry/ProcessStats.cc
index f2a0447b63..476efd4487 100644
--- a/src/telemetry/ProcessStats.cc
+++ b/src/telemetry/ProcessStats.cc
@@ -34,10 +34,10 @@ process_stats get_process_stats() {
         if ( task_info(mach_task_self(), TASK_THREAD_TIMES_INFO, reinterpret_cast<task_info_t>(&info), &count) ==
              KERN_SUCCESS ) {
             // Round to milliseconds.
-            result.cpu += info.user_time.seconds;
-            result.cpu += ceil(info.user_time.microseconds / 1000.0) / 1000.0;
-            result.cpu += info.system_time.seconds;
-            result.cpu += ceil(info.system_time.microseconds / 1000.0) / 1000.0;
+            result.cpu_user += info.user_time.seconds;
+            result.cpu_user += ceil(info.user_time.microseconds / 1000.0) / 1000.0;
+            result.cpu_system += info.system_time.seconds;
+            result.cpu_system += ceil(info.system_time.microseconds / 1000.0) / 1000.0;
         }
     }
     // Fetch open file handles.
@@ -154,7 +154,8 @@ process_stats get_process_stats() {
 
         result.rss = rss_pages * page_size;
         result.vms = vmsize_bytes;
-        result.cpu = static_cast<double>(utime_ticks + stime_ticks) / ticks_per_second;
+        result.cpu_user = static_cast<double>(utime_ticks) / ticks_per_second;
+        result.cpu_system = static_cast<double>(stime_ticks) / ticks_per_second;
 
         result.fds = count_entries_in_directory("/proc/self/fd");
     }
@@ -187,7 +188,10 @@ process_stats get_process_stats() {
     if ( kp ) {
         result.vms = kp->ki_size;
         result.rss = kp->ki_rssize * getpagesize();
-        result.cpu = static_cast<double>(kp->ki_runtime) / 1000000.0;
+        result.cpu_user = static_cast<double>(kp->ki_rusage.ru_utime.tv_sec) +
+                          (static_cast<double>(kp->ki_rusage.ru_utime.tv_usec) / 1e6);
+        result.cpu_system = static_cast<double>(kp->ki_rusage.ru_stime.tv_sec) +
+                            (static_cast<double>(kp->ki_rusage.ru_stime.tv_usec) / 1e6);
 
         struct procstat* procstat = procstat_open_sysctl();
         struct filestat_list* files = procstat_getfiles(procstat, kp, 0);
diff --git a/src/telemetry/ProcessStats.h b/src/telemetry/ProcessStats.h
index 02581362cc..d79bb2cb5f 100644
--- a/src/telemetry/ProcessStats.h
+++ b/src/telemetry/ProcessStats.h
@@ -9,7 +9,8 @@ namespace zeek::telemetry::detail {
 struct process_stats {
     int64_t rss = 0;
     int64_t vms = 0;
-    double cpu = 0.0;
+    double cpu_user = 0.0;
+    double cpu_system = 0.0;
     int64_t fds = 0;
 };
 
diff --git a/src/threading/Manager.cc b/src/threading/Manager.cc
index 5620a0bf80..5499cbb8ed 100644
--- a/src/threading/Manager.cc
+++ b/src/threading/Manager.cc
@@ -7,7 +7,7 @@
 #include "zeek/IPAddr.h"
 #include "zeek/NetVar.h"
 #include "zeek/RunState.h"
-#include "zeek/iosource/Manager.h"
+#include "zeek/telemetry/Manager.h"
 
 namespace zeek::threading {
 namespace detail {
@@ -22,6 +22,9 @@ void HeartbeatTimer::Dispatch(double t, bool is_expire) {
 
 } // namespace detail
 
+static std::vector<uint64_t> pending_bucket_brackets = {1,    10,    100,
+                                                        1000, 10000, std::numeric_limits<uint64_t>::infinity()};
+
 Manager::Manager() {
     DBG_LOG(DBG_THREADING, "Creating thread manager ...");
 
@@ -36,6 +39,131 @@ Manager::~Manager() {
         Terminate();
 }
 
+void Manager::InitPostScript() {
+    static auto get_message_thread_stats = []() -> const BucketedMessages* {
+        if ( ! thread_mgr->terminating ) {
+            double now = util::current_time();
+            if ( thread_mgr->bucketed_messages_last_updated < now - 1 ) {
+                thread_mgr->current_bucketed_messages.pending_in_total = 0;
+                thread_mgr->current_bucketed_messages.pending_out_total = 0;
+                for ( auto& m : thread_mgr->current_bucketed_messages.pending_in )
+                    m.second = 0;
+                for ( auto& m : thread_mgr->current_bucketed_messages.pending_out )
+                    m.second = 0;
+
+                MsgThread::Stats thread_stats;
+                for ( const auto& t : thread_mgr->msg_threads ) {
+                    t->GetStats(&thread_stats);
+
+                    thread_mgr->current_bucketed_messages.sent_in_total += thread_stats.sent_in;
+                    thread_mgr->current_bucketed_messages.sent_out_total += thread_stats.sent_out;
+                    thread_mgr->current_bucketed_messages.pending_in_total += thread_stats.pending_in;
+                    thread_mgr->current_bucketed_messages.pending_out_total += thread_stats.pending_out;
+
+                    for ( auto upper_limit : pending_bucket_brackets ) {
+                        if ( thread_stats.pending_in < upper_limit ) {
+                            thread_mgr->current_bucketed_messages.pending_in[upper_limit]++;
+                            break;
+                        }
+                    }
+                    for ( auto upper_limit : pending_bucket_brackets ) {
+                        if ( thread_stats.pending_out < upper_limit ) {
+                            thread_mgr->current_bucketed_messages.pending_out[upper_limit]++;
+                            break;
+                        }
+                    }
+                }
+
+                thread_mgr->bucketed_messages_last_updated = now;
+            }
+        }
+
+        return &thread_mgr->current_bucketed_messages;
+    };
+
+    num_threads_metric =
+        telemetry_mgr->GaugeInstance("zeek", "msgthread_active_threads", {}, "Number of active threads", "",
+                                     []() -> prometheus::ClientMetric {
+                                         prometheus::ClientMetric metric;
+                                         metric.gauge.value =
+                                             thread_mgr ? static_cast<double>(thread_mgr->all_threads.size()) : 0.0;
+                                         return metric;
+                                     });
+
+    total_threads_metric = telemetry_mgr->CounterInstance("zeek", "msgthread_threads", {}, "Total number of threads");
+    total_messages_in_metric =
+        telemetry_mgr->CounterInstance("zeek", "msgthread_in_messages", {}, "Number of inbound messages received", "",
+                                       []() -> prometheus::ClientMetric {
+                                           auto* s = get_message_thread_stats();
+                                           prometheus::ClientMetric metric;
+                                           metric.gauge.value = static_cast<double>(s->sent_in_total);
+                                           return metric;
+                                       });
+
+    total_messages_in_metric =
+        telemetry_mgr->CounterInstance("zeek", "msgthread_out_messages", {}, "Number of outbound messages sent", "",
+                                       []() -> prometheus::ClientMetric {
+                                           auto* s = get_message_thread_stats();
+                                           prometheus::ClientMetric metric;
+                                           metric.gauge.value = static_cast<double>(s->sent_out_total);
+                                           return metric;
+                                       });
+
+    pending_messages_in_metric =
+        telemetry_mgr->GaugeInstance("zeek", "msgthread_pending_in_messages", {}, "Pending number of inbound messages",
+                                     "", []() -> prometheus::ClientMetric {
+                                         auto* s = get_message_thread_stats();
+                                         prometheus::ClientMetric metric;
+                                         metric.gauge.value = static_cast<double>(s->pending_in_total);
+                                         return metric;
+                                     });
+    pending_messages_out_metric =
+        telemetry_mgr->GaugeInstance("zeek", "msgthread_pending_out_messages", {},
+                                     "Pending number of outbound messages", "", []() -> prometheus::ClientMetric {
+                                         auto* s = get_message_thread_stats();
+                                         prometheus::ClientMetric metric;
+                                         metric.gauge.value = static_cast<double>(s->pending_out_total);
+                                         return metric;
+                                     });
+
+    pending_message_in_buckets_fam =
+        telemetry_mgr->GaugeFamily("zeek", "msgthread_pending_messages_in_buckets", {"lt"},
+                                   "Number of threads with pending inbound messages split into buckets");
+    pending_message_out_buckets_fam =
+        telemetry_mgr->GaugeFamily("zeek", "msgthread_pending_messages_out_buckets", {"lt"},
+                                   "Number of threads with pending outbound messages split into buckets");
+
+    for ( auto upper_limit : pending_bucket_brackets ) {
+        std::string upper_limit_str;
+        if ( upper_limit == std::numeric_limits<uint64_t>::infinity() )
+            upper_limit_str = "inf";
+        else
+            upper_limit_str = std::to_string(upper_limit);
+
+        current_bucketed_messages.pending_in[upper_limit] = 0;
+        current_bucketed_messages.pending_out[upper_limit] = 0;
+
+        pending_message_in_buckets[upper_limit] =
+            pending_message_in_buckets_fam->GetOrAdd({{"lt", upper_limit_str}},
+                                                     [upper_limit]() -> prometheus::ClientMetric {
+                                                         auto* s = get_message_thread_stats();
+                                                         prometheus::ClientMetric metric;
+                                                         metric.gauge.value =
+                                                             static_cast<double>(s->pending_in.at(upper_limit));
+                                                         return metric;
+                                                     });
+        pending_message_out_buckets[upper_limit] =
+            pending_message_out_buckets_fam->GetOrAdd({{"lt", upper_limit_str}},
+                                                      [upper_limit]() -> prometheus::ClientMetric {
+                                                          auto* s = get_message_thread_stats();
+                                                          prometheus::ClientMetric metric;
+                                                          metric.gauge.value =
+                                                              static_cast<double>(s->pending_out.at(upper_limit));
+                                                          return metric;
+                                                      });
+    }
+}
+
 void Manager::Terminate() {
     DBG_LOG(DBG_THREADING, "Terminating thread manager ...");
     terminating = true;
@@ -78,6 +206,8 @@ void Manager::AddThread(BasicThread* thread) {
 
     if ( ! heartbeat_timer_running )
         StartHeartbeatTimer();
+
+    total_threads_metric->Inc();
 }
 
 void Manager::AddMsgThread(MsgThread* thread) {
diff --git a/src/threading/Manager.h b/src/threading/Manager.h
index b075e6a70d..3b4763a497 100644
--- a/src/threading/Manager.h
+++ b/src/threading/Manager.h
@@ -1,12 +1,23 @@
 #pragma once
 
 #include <list>
+#include <map>
 #include <utility>
 
 #include "zeek/Timer.h"
 #include "zeek/threading/MsgThread.h"
 
 namespace zeek {
+
+namespace telemetry {
+class Gauge;
+using GaugePtr = std::shared_ptr<Gauge>;
+class GaugeFamily;
+using GaugeFamilyPtr = std::shared_ptr<GaugeFamily>;
+class Counter;
+using CounterPtr = std::shared_ptr<Counter>;
+} // namespace telemetry
+
 namespace threading {
 namespace detail {
 
@@ -46,6 +57,12 @@ public:
      */
     ~Manager();
 
+    /**
+     * Performs initialization that can only happen after script parsing has
+     * completed.
+     */
+    void InitPostScript();
+
     /**
      * Terminates the manager's processor. The method signals all threads
      * to terminates and wait for them to do so. It then joins them and
@@ -77,7 +94,7 @@ public:
      * threads that are not yet joined, including any potentially in
      * Terminating() state.
      */
-    int NumThreads() const { return all_threads.size(); }
+    size_t NumThreads() const { return all_threads.size(); }
 
     /**
      * Signals a specific threads to terminate immediately.
@@ -151,6 +168,29 @@ private:
     msg_stats_list stats;
 
     bool heartbeat_timer_running = false;
+    telemetry::GaugePtr num_threads_metric;
+    telemetry::CounterPtr total_threads_metric;
+    telemetry::CounterPtr total_messages_in_metric;
+    telemetry::CounterPtr total_messages_out_metric;
+    telemetry::GaugePtr pending_messages_in_metric;
+    telemetry::GaugePtr pending_messages_out_metric;
+
+    telemetry::GaugeFamilyPtr pending_message_in_buckets_fam;
+    telemetry::GaugeFamilyPtr pending_message_out_buckets_fam;
+    std::map<uint64_t, telemetry::GaugePtr> pending_message_in_buckets;
+    std::map<uint64_t, telemetry::GaugePtr> pending_message_out_buckets;
+
+    struct BucketedMessages {
+        uint64_t sent_in_total;
+        uint64_t sent_out_total;
+        uint64_t pending_in_total;
+        uint64_t pending_out_total;
+        std::map<uint64_t, uint64_t> pending_in;
+        std::map<uint64_t, uint64_t> pending_out;
+    };
+
+    BucketedMessages current_bucketed_messages;
+    double bucketed_messages_last_updated = 0.0;
 };
 
 } // namespace threading
diff --git a/src/threading/MsgThread.cc b/src/threading/MsgThread.cc
index 022a8ce2b4..6854f5f188 100644
--- a/src/threading/MsgThread.cc
+++ b/src/threading/MsgThread.cc
@@ -9,6 +9,7 @@
 #include "zeek/Obj.h"
 #include "zeek/RunState.h"
 #include "zeek/iosource/Manager.h"
+#include "zeek/telemetry/Manager.h"
 #include "zeek/threading/Manager.h"
 
 // Set by Zeek's main signal handler.
diff --git a/src/threading/MsgThread.h b/src/threading/MsgThread.h
index 259e64b11f..0bb3dbaec4 100644
--- a/src/threading/MsgThread.h
+++ b/src/threading/MsgThread.h
@@ -3,8 +3,6 @@
 #include <atomic>
 
 #include "zeek/DebugLogger.h"
-#include "zeek/Flare.h"
-#include "zeek/iosource/IOSource.h"
 #include "zeek/threading/BasicThread.h"
 #include "zeek/threading/Queue.h"
 
diff --git a/src/zeek-setup.cc b/src/zeek-setup.cc
index 3f5549b78a..c97458984c 100644
--- a/src/zeek-setup.cc
+++ b/src/zeek-setup.cc
@@ -802,6 +802,7 @@ SetupResult setup(int argc, char** argv, Options* zopts) {
         RecordType::InitPostScript();
 
         telemetry_mgr->InitPostScript();
+        thread_mgr->InitPostScript();
         iosource_mgr->InitPostScript();
         log_mgr->InitPostScript();
         plugin_mgr->InitPostScript();
diff --git a/testing/btest/Baseline/scripts.base.frameworks.telemetry.basic/out b/testing/btest/Baseline/scripts.base.frameworks.telemetry.basic/out
index d35b64e3d4..fdde7d52ff 100644
--- a/testing/btest/Baseline/scripts.base.frameworks.telemetry.basic/out
+++ b/testing/btest/Baseline/scripts.base.frameworks.telemetry.basic/out
@@ -1,5 +1,6 @@
 ### BTest baseline data generated by btest-diff. Do not edit. Use "btest -U/-u" to update. Requires BTest >= 0.63.
-### zeek_session_metrics |2|
+### zeek_session_metrics |3|
+Telemetry::COUNTER, zeek, zeek_ended_sessions_total, [reason], [inactivity], 0.0
 Telemetry::COUNTER, zeek, zeek_total_sessions_total, [protocol], [tcp], 500.0
 Telemetry::GAUGE, zeek, zeek_active_sessions, [protocol], [tcp], 500.0
 ### bt* metrics |5|
diff --git a/testing/btest/Baseline/scripts.policy.frameworks.telemetry.log/telemetry.log.filtered b/testing/btest/Baseline/scripts.policy.frameworks.telemetry.log/telemetry.log.filtered
index c7b26a1f28..b5c04c3f44 100644
--- a/testing/btest/Baseline/scripts.policy.frameworks.telemetry.log/telemetry.log.filtered
+++ b/testing/btest/Baseline/scripts.policy.frameworks.telemetry.log/telemetry.log.filtered
@@ -1,5 +1,7 @@
 ### BTest baseline data generated by btest-diff. Do not edit. Use "btest -U/-u" to update. Requires BTest >= 0.63.
+XXXXXXXXXX.XXXXXX	zeek	counter	zeek_ended_sessions_total	reason	inactivity	0.0
 XXXXXXXXXX.XXXXXX	zeek	counter	zeek_total_sessions_total	protocol	tcp	1.0
 XXXXXXXXXX.XXXXXX	zeek	gauge	zeek_active_sessions	protocol	tcp	1.0
+XXXXXXXXXX.XXXXXX	zeek	counter	zeek_ended_sessions_total	reason	inactivity	0.0
 XXXXXXXXXX.XXXXXX	zeek	counter	zeek_total_sessions_total	protocol	tcp	500.0
 XXXXXXXXXX.XXXXXX	zeek	gauge	zeek_active_sessions	protocol	tcp	500.0