diff --git a/agbenchmark/reports/processing/gen_combined_chart.py b/agbenchmark/reports/processing/gen_combined_chart.py
index 784e8ff9..ca6ede7d 100644
--- a/agbenchmark/reports/processing/gen_combined_chart.py
+++ b/agbenchmark/reports/processing/gen_combined_chart.py
@@ -19,7 +19,7 @@ def generate_combined_chart() -> None:
 
     reports_data = get_reports_data(str(all_agents_path))
 
-    categories = all_agent_categories(reports_data)
+    categories = all_agent_categories(reports_data, combined=True)
 
     # Count the number of directories in this directory
     num_dirs = len([f for f in combined_charts_folder.iterdir() if f.is_dir()])
diff --git a/agbenchmark/reports/processing/graphs.py b/agbenchmark/reports/processing/graphs.py
index af910bac..e84544ef 100644
--- a/agbenchmark/reports/processing/graphs.py
+++ b/agbenchmark/reports/processing/graphs.py
@@ -72,6 +72,11 @@ def save_combined_radar_chart(
         np.degrees(angles[:-1]), (list(next(iter(categories.values())).keys()))
     )  # We use the first category to get the keys
 
+    highest_score = 7
+
+    # Set y-axis limit to 7
+    ax.set_ylim(top=highest_score)
+
     # Move labels away from the plot
     for label in labels:
         label.set_position(
@@ -84,8 +89,8 @@ def save_combined_radar_chart(
     ax.set_yticks([])  # Remove default yticks
 
     # Manually create gridlines
-    for y in np.arange(0, norm.vmax + 1, 1):
-        if y != norm.vmax:
+    for y in np.arange(0, highest_score + 1, 1):
+        if y != highest_score:
             ax.plot(
                 angles, [y] * len(angles), color="gray", linewidth=0.5, linestyle=":"
             )
diff --git a/agbenchmark/reports/processing/process_report.py b/agbenchmark/reports/processing/process_report.py
index 7c0a2e9b..2c5f3f59 100644
--- a/agbenchmark/reports/processing/process_report.py
+++ b/agbenchmark/reports/processing/process_report.py
@@ -1,7 +1,7 @@
 import json
 import os
 from pathlib import Path
-from typing import Any
+from typing import Any, Optional
 
 from agbenchmark.reports.processing.get_files import (
     get_latest_report_from_agent_directories,
@@ -31,13 +31,17 @@ def get_reports_data(report_path: str) -> dict[str, Any]:
     return reports_data
 
 
-def get_agent_category(report: Report) -> dict[str, Any]:
+def get_agent_category(
+    report: Report, combined: Optional[bool] = None
+) -> dict[str, Any]:
     categories: dict[str, Any] = {}
 
     def get_highest_category_difficulty(data: Test) -> None:
         for category in data.category:
             if category == "interface" or category == "iterate":
                 continue
+            if combined:
+                categories.setdefault(category, 0)
             if data.metrics.success:
                 num_dif = STRING_DIFFICULTY_MAP[data.metrics.difficulty]
                 if num_dif > categories.setdefault(category, 0):
@@ -53,11 +57,13 @@ def get_agent_category(report: Report) -> dict[str, Any]:
     return categories
 
 
-def all_agent_categories(reports_data: dict[str, Any]) -> dict[str, Any]:
+def all_agent_categories(
+    reports_data: dict[str, Any], combined: Optional[bool] = None
+) -> dict[str, Any]:
     all_categories: dict[str, Any] = {}
 
     for name, report in reports_data.items():
-        categories = get_agent_category(report)
+        categories = get_agent_category(report, combined)
         all_categories[name] = categories
 
     return all_categories
diff --git a/agent/gpt-engineer b/agent/gpt-engineer
index 9bb81041..47bc50b7 160000
--- a/agent/gpt-engineer
+++ b/agent/gpt-engineer
@@ -1 +1 @@
-Subproject commit 9bb81041ace9f09e8ea0e34e29f2e46bb9d46a36
+Subproject commit 47bc50b71c0465349a6489e0170792c0018472f3
diff --git a/reports/combined_charts/run2/bar_chart.png b/reports/combined_charts/run2/bar_chart.png
new file mode 100644
index 00000000..3afc6b77
Binary files /dev/null and b/reports/combined_charts/run2/bar_chart.png differ
diff --git a/reports/combined_charts/run2/radar_chart.png b/reports/combined_charts/run2/radar_chart.png
new file mode 100644
index 00000000..8bb5d11c
Binary files /dev/null and b/reports/combined_charts/run2/radar_chart.png differ
diff --git a/reports/combined_charts/run2/run_info.json b/reports/combined_charts/run2/run_info.json
new file mode 100644
index 00000000..d96d0c9d
--- /dev/null
+++ b/reports/combined_charts/run2/run_info.json
@@ -0,0 +1 @@
+{"Auto-GPT": "2023-08-01-12:47", "BabyAGI": "2023-08-01-12:50", "beebot": "2023-08-01-12:48", "gpt-engineer": "2023-08-01-12:47", "mini-agi": "2023-08-01-12:47", "smol-developer": "2023-08-01-12:46"}
\ No newline at end of file
diff --git a/reports/gpt-engineer/folder10_08-01-12-47/radar_chart.png b/reports/gpt-engineer/folder10_08-01-12-47/radar_chart.png
deleted file mode 100644
index a6f7e0b4..00000000
Binary files a/reports/gpt-engineer/folder10_08-01-12-47/radar_chart.png and /dev/null differ
diff --git a/reports/gpt-engineer/folder11_08-01-03-20/radar_chart.png b/reports/gpt-engineer/folder11_08-01-03-20/radar_chart.png
deleted file mode 100644
index bcc9ef66..00000000
Binary files a/reports/gpt-engineer/folder11_08-01-03-20/radar_chart.png and /dev/null differ