diff --git a/include/flexflow/request_manager.h b/include/flexflow/request_manager.h
index 670bb3c3a..783ec6e76 100644
--- a/include/flexflow/request_manager.h
+++ b/include/flexflow/request_manager.h
@@ -248,6 +248,7 @@ struct NewProfileInfo {
   int num_generated_tokens;
   long long speculation_start_timestamp;
   long long speculation_end_timestamp;
+  long long suffix_tree_update_time;
 };
 struct RequestProfileInfo {
   int llm_prefilling_steps = 0;
diff --git a/inference/suffix_decoding/suffix_decoding.cc b/inference/suffix_decoding/suffix_decoding.cc
index a5a3d16f8..de8233373 100644
--- a/inference/suffix_decoding/suffix_decoding.cc
+++ b/inference/suffix_decoding/suffix_decoding.cc
@@ -719,7 +719,7 @@ void FlexFlow::top_level_task(Task const *task,
   }
   */
 
-  std::string header = "llm,partition,max_tree_depth,online_tree_update,matching_strategy,max_requests_per_batch,max_tokens_per_batch,request_guid,request_step_idx,timestamp,num_speculated_tokens,num_accepted_tokens,prefix_length,speculation_score,num_generated_tokens";  
+  std::string header = "llm,partition,max_tree_depth,online_tree_update,matching_strategy,max_requests_per_batch,max_tokens_per_batch,request_guid,request_step_idx,timestamp,speculation_start_timestamp,speculation_end_timestamp,tree_update_time,num_speculated_tokens,num_accepted_tokens,prefix_length,speculation_score,num_generated_tokens";  
   // csv filepath
   // create csv filepath and add header if it doesn't exist
   
@@ -755,6 +755,9 @@ void FlexFlow::top_level_task(Task const *task,
     file << info.request_guid << "," 
           << info.request_step_idx << ","
           << info.timestamp << ","
+          << info.speculation_start_timestamp << ","
+          << info.speculation_end_timestamp << ","
+          << info.suffix_tree_update_time << ","
           << info.num_speculated_tokens << ","
           << info.num_accepted_tokens << ","
           << info.prefix_length << ","
diff --git a/src/runtime/request_manager.cc b/src/runtime/request_manager.cc
index 59a2f616f..f3de55135 100644
--- a/src/runtime/request_manager.cc
+++ b/src/runtime/request_manager.cc
@@ -2177,6 +2177,7 @@ bool RequestManager::update_llm_suffix_decoding_results(
   bool request_completed = false;
 
   // Iterate over the requests
+  long long tree_update_time = 0;
   for (int request_index = 0; request_index < get_max_requests_per_batch();
        ++request_index) {
     if (!request_available[request_index]) {
@@ -2213,7 +2214,10 @@ bool RequestManager::update_llm_suffix_decoding_results(
     if (eos_token_found or request.decode_length() >= get_max_output_length() or
         request.tokens.size() >= get_max_sequence_length()) {
       if (get_suffix_tree_online_tree_update()) {
+        long long int start = Realm::Clock::current_time_in_microseconds();
         insert_completed_request_into_suffix_tree(request_index);
+        long long int end = Realm::Clock::current_time_in_microseconds();
+        tree_update_time += (end - start);
       }
       // Request is completed
       request_update_attainment(request_index, attained);
@@ -2230,6 +2234,24 @@ bool RequestManager::update_llm_suffix_decoding_results(
     }
   }
 
+  int idx=0;
+  for (int request_index = 0; request_index < get_max_requests_per_batch(); ++request_index) {
+    if (!request_available[request_index]) {
+      // Request in this slot is unavailable
+      continue;
+    }
+    int guid = guid_of_requests[request_index];
+    
+    // check that the new_profiling_info.size()-nb_requests_decoded + idx has request_guid == guid
+    assert(new_profiling_info.size() - nb_requests_decoded + idx < new_profiling_info.size() >= 0);
+    assert(new_profiling_info.size() - nb_requests_decoded + idx < new_profiling_info.size());
+    assert(new_profiling_info[new_profiling_info.size()-nb_requests_decoded + idx].request_guid == guid);
+
+    new_profiling_info[new_profiling_info.size()-nb_requests_decoded + idx].suffix_tree_update_time = tree_update_time;
+
+    idx++;
+  }
+
   // Some requests may be completed after appending the verified tokens.
   // If there is a request completed, return true.
   return request_completed;
@@ -2937,6 +2959,9 @@ void RequestManager::get_verify_results_suffix_decoding(
     new_profile_info.timestamp = current_time;
     new_profile_info.request_guid = guid;
     new_profile_info.request_step_idx = profiling_requests[guid].llm_decoding_steps-1;
+    new_profile_info.speculation_start_timestamp = profiling_requests[guid].speculation_start_timestamp;
+    new_profile_info.speculation_end_timestamp = profiling_requests[guid].speculation_end_timestamp;
+    new_profile_info.suffix_tree_update_time = 0;
     new_profile_info.num_speculated_tokens = (int)request.suffix_decoding_best_token_ids.size();
     new_profile_info.num_accepted_tokens = accepted_tokens;
     new_profile_info.prefix_length = request.suffix_decoding_best_prefix_length;