diff --git a/codex-rs/analytics/src/analytics_client.rs b/codex-rs/analytics/src/analytics_client.rs
index 903f0b2ac4..ac06d5d6d2 100644
--- a/codex-rs/analytics/src/analytics_client.rs
+++ b/codex-rs/analytics/src/analytics_client.rs
@@ -44,6 +44,8 @@ pub struct TrackEventsContext {
 #[derive(Clone)]
 pub struct TurnResolvedConfigFact {
     pub turn_id: String,
+    pub thread_id: String,
+    pub num_input_images: usize,
     pub submission_type: Option<TurnSubmissionType>,
     pub model: String,
     pub model_provider: String,
@@ -786,6 +788,8 @@ impl AnalyticsReducer {
         out: &mut Vec<TrackEventRequest>,
     ) {
         let turn_id = input.turn_id.clone();
+        let thread_id = input.thread_id.clone();
+        let num_input_images = input.num_input_images;
         let turn_state = self.turns.entry(turn_id.clone()).or_insert(TurnState {
             connection_id: None,
             thread_id: None,
@@ -795,6 +799,8 @@ impl AnalyticsReducer {
             completed: None,
             steer_count: 0,
         });
+        turn_state.thread_id = Some(thread_id);
+        turn_state.num_input_images = Some(num_input_images);
         turn_state.resolved_config = Some(input);
         self.maybe_emit_turn_event(&turn_id, out);
     }
@@ -935,12 +941,6 @@ impl AnalyticsReducer {
         let Some(turn_state) = self.turns.get(turn_id) else {
             return;
         };
-        let Some(connection_id) = turn_state.connection_id else {
-            return;
-        };
-        let Some(connection_state) = self.connections.get(&connection_id) else {
-            return;
-        };
         let Some(thread_id) = turn_state.thread_id.clone() else {
             return;
         };
@@ -958,7 +958,11 @@ impl AnalyticsReducer {
             CodexTurnEventRequest {
                 event_type: "codex_turn_event",
                 event_params: codex_turn_event_params(
-                    connection_state.product_client_id.clone(),
+                    turn_state
+                        .connection_id
+                        .and_then(|connection_id| self.connections.get(&connection_id))
+                        .map(|connection_state| connection_state.product_client_id.clone())
+                        .unwrap_or_else(|| originator().value),
                     thread_id,
                     turn_id.to_string(),
                     num_input_images,
@@ -1116,6 +1120,8 @@ fn codex_turn_event_params(
 ) -> CodexTurnEventParams {
     let TurnResolvedConfigFact {
         turn_id: _resolved_turn_id,
+        thread_id: _resolved_thread_id,
+        num_input_images: _resolved_num_input_images,
         submission_type,
         model,
         model_provider,
diff --git a/codex-rs/analytics/src/analytics_client_tests.rs b/codex-rs/analytics/src/analytics_client_tests.rs
index ab7389477b..7e6418fe69 100644
--- a/codex-rs/analytics/src/analytics_client_tests.rs
+++ b/codex-rs/analytics/src/analytics_client_tests.rs
@@ -195,6 +195,8 @@ fn sample_turn_completed_notification(
 fn sample_turn_resolved_config(turn_id: &str) -> TurnResolvedConfigFact {
     TurnResolvedConfigFact {
         turn_id: turn_id.to_string(),
+        thread_id: "thread-2".to_string(),
+        num_input_images: 1,
         submission_type: None,
         model: "gpt-5".to_string(),
         model_provider: "openai".to_string(),
@@ -453,6 +455,8 @@ fn turn_event_serializes_expected_shape() {
             2,
             TurnResolvedConfigFact {
                 turn_id: "turn-2".to_string(),
+                thread_id: "thread-2".to_string(),
+                num_input_images: 2,
                 submission_type: None,
                 model: "gpt-5".to_string(),
                 model_provider: "openai".to_string(),
@@ -658,6 +662,8 @@ async fn turn_lifecycle_emits_turn_event() {
             AnalyticsFact::Custom(CustomAnalyticsFact::TurnResolvedConfig(Box::new(
                 TurnResolvedConfigFact {
                     turn_id: "turn-2".to_string(),
+                    thread_id: "thread-2".to_string(),
+                    num_input_images: 2,
                     submission_type: None,
                     model: "gpt-5".to_string(),
                     model_provider: "openai".to_string(),
diff --git a/codex-rs/core/src/codex.rs b/codex-rs/core/src/codex.rs
index 980e16e7b2..e4e4518d27 100644
--- a/codex-rs/core/src/codex.rs
+++ b/codex-rs/core/src/codex.rs
@@ -5940,6 +5940,13 @@ pub(crate) async fn run_turn(
             .analytics_events_client
             .track_turn_resolved_config(TurnResolvedConfigFact {
                 turn_id: tracking.turn_id.clone(),
+                thread_id: tracking.thread_id.clone(),
+                num_input_images: input
+                    .iter()
+                    .filter(|item| {
+                        matches!(item, UserInput::Image { .. } | UserInput::LocalImage { .. })
+                    })
+                    .count(),
                 submission_type: None,
                 model: turn_context.model_info.slug.clone(),
                 model_provider: turn_context.config.model_provider_id.clone(),