diff --git a/quisby/benchmarks/speccpu/comparison.py b/quisby/benchmarks/speccpu/comparison.py
index eb7bb00..46c39d1 100644
--- a/quisby/benchmarks/speccpu/comparison.py
+++ b/quisby/benchmarks/speccpu/comparison.py
@@ -9,11 +9,35 @@
     create_sheet, clear_sheet_data, clear_sheet_charts,
 )
 from quisby.util import combine_two_array_alternating
+from quisby.util import combine_two_array_alternating, merge_lists_alternately, read_config
+from quisby.benchmarks.coremark.graph import graph_coremark_data
+import re
 
+def extract_prefix_and_number(input_string):
+    match = re.search(r'^(.*?)(\d+)(.*?)$', input_string)
+    if match:
+        prefix = match.group(1)
+        suffix = match.group(3)  # Extracts the suffix after the number
+        return prefix, suffix
+    return None, None
+
+
+def compare_inst(item1, item2):
+    cloud_type = read_config("cloud", "cloud_type")
+    if cloud_type == "local":
+        return True
+    elif cloud_type == "aws":
+        return item1.split(".")[0] == item2.split(".")[0]
+    elif cloud_type == "gcp":
+
+        return item1.split("-")[0] == item2.split("-")[0]
+    elif cloud_type == "azure":
+        return extract_prefix_and_number(item1) == extract_prefix_and_number(item2)
 
 def compare_speccpu_results(spreadsheets, spreadsheetId, test_name):
     spreadsheet_name = []
     values = []
+    table_name = ["System name", "Price-perf"]
     results = []
     test_name = "speccpu"
 
@@ -28,11 +52,33 @@ def compare_speccpu_results(spreadsheets, spreadsheetId, test_name):
     list_2 = list(values[1])
 
     for value in list_1:
-        results.append([""])
         for ele in list_2:
-            if value[0][0] == ele[0][0] and value[0][1] == ele[0][1]:
-                results.append(value[0])
-                results = combine_two_array_alternating(results, value, ele)
+            # Check max throughput
+            if value[0][0] in table_name and ele[0][0] in table_name and value[0][0] == ele[0][0]:
+                if compare_inst(value[1][0], ele[1][0]):
+                    results.append([""])
+                    for item1 in value:
+                        for item2 in ele:
+                            if item1[0] == item2[0]:
+                                results = merge_lists_alternately(results, item1, item2)
+                    break
+
+            elif value[0][0] == "Cost/Hr" and ele[0][0] == "Cost/Hr":
+                if compare_inst(value[1][0], ele[1][0]):
+                    results.append([""])
+                    for item1 in value:
+                        for item2 in ele:
+                            if item1[0] == item2[0]:
+                                results.append(item1)
+                    break
+
+            elif value[1][0] == ele[1][0]:
+                if value[0][0] == ele[0][0]:
+                    results.append([""])
+                    results.append(value[0])
+                    for item1, item2 in zip(value[1:], ele[1:]):
+                        results = merge_lists_alternately(results, item1, item2)
+                    break
     try:
         create_sheet(spreadsheetId, test_name)
         custom_logger.info("Deleting existing charts and data from the sheet...")
diff --git a/quisby/benchmarks/speccpu/graph.py b/quisby/benchmarks/speccpu/graph.py
index 8aa275a..abc7a0f 100644
--- a/quisby/benchmarks/speccpu/graph.py
+++ b/quisby/benchmarks/speccpu/graph.py
@@ -40,7 +40,7 @@ def create_series_range_speccpu_compare(column_count, sheetId, start_index, end_
                     "sources": [
                         {
                             "sheetId": sheetId,
-                            "startRowIndex": start_index + 1,
+                            "startRowIndex": start_index ,
                             "endRowIndex": end_index,
                             "startColumnIndex": 1,
                             "endColumnIndex": 2,
@@ -57,7 +57,7 @@ def create_series_range_speccpu_compare(column_count, sheetId, start_index, end_
                     "sources": [
                         {
                             "sheetId": sheetId,
-                            "startRowIndex": start_index + 1,
+                            "startRowIndex": start_index ,
                             "endRowIndex": end_index,
                             "startColumnIndex": 2,
                             "endColumnIndex": 3,
@@ -74,7 +74,7 @@ def create_series_range_speccpu_compare(column_count, sheetId, start_index, end_
                     "sources": [
                         {
                             "sheetId": sheetId,
-                            "startRowIndex": start_index + 1,
+                            "startRowIndex": start_index ,
                             "endRowIndex": end_index,
                             "startColumnIndex": 3,
                             "endColumnIndex": 4,
@@ -112,7 +112,7 @@ def graph_speccpu_data(spreadsheetId, test_name, action):
             start_index = index
             test = data[start_index][0]
             title = "%s : %s" % (test_name, "Price-Performance")
-            subtitle = "%s : %s" % ("Geomean/$", test)
+            subtitle = "%s :" % (row[1].split("-")[0])
             left_title = row[1].lower()
 
         if start_index: