diff --git a/assets/xbow-performance-comparison.svg b/assets/xbow-performance-comparison.svg
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+++ b/assets/xbow-performance-comparison.svg
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+<?xml version="1.0" encoding="UTF-8"?>
+<svg xmlns="http://www.w3.org/2000/svg" viewBox="0 0 900 600" width="900" height="600">
+  <!-- Background -->
+  <rect width="900" height="600" fill="#ffffff"/>
+
+  <!-- Title -->
+  <text x="450" y="40" text-anchor="middle" font-family="Arial, sans-serif" font-size="22" font-weight="bold" fill="#1f2937">
+    Success Rate on X-Bow CTF Security Testing Benchmark (104 Challenges)
+  </text>
+
+  <!-- Chart area background -->
+  <rect x="80" y="80" width="770" height="400" fill="#f9fafb" stroke="#e5e7eb" stroke-width="1"/>
+
+  <!-- Grid lines -->
+  <line x1="80" y1="480" x2="850" y2="480" stroke="#e5e7eb" stroke-width="1"/>
+  <text x="70" y="485" text-anchor="end" font-family="Arial, sans-serif" font-size="14" fill="#6b7280">0%</text>
+  <line x1="80" y1="400" x2="850" y2="400" stroke="#e5e7eb" stroke-width="1"/>
+  <text x="70" y="405" text-anchor="end" font-family="Arial, sans-serif" font-size="14" fill="#6b7280">20%</text>
+  <line x1="80" y1="320" x2="850" y2="320" stroke="#e5e7eb" stroke-width="1"/>
+  <text x="70" y="325" text-anchor="end" font-family="Arial, sans-serif" font-size="14" fill="#6b7280">40%</text>
+  <line x1="80" y1="240" x2="850" y2="240" stroke="#e5e7eb" stroke-width="1"/>
+  <text x="70" y="245" text-anchor="end" font-family="Arial, sans-serif" font-size="14" fill="#6b7280">60%</text>
+  <line x1="80" y1="160" x2="850" y2="160" stroke="#e5e7eb" stroke-width="1"/>
+  <text x="70" y="165" text-anchor="end" font-family="Arial, sans-serif" font-size="14" fill="#6b7280">80%</text>
+  <line x1="80" y1="80" x2="850" y2="80" stroke="#e5e7eb" stroke-width="1"/>
+  <text x="70" y="85" text-anchor="end" font-family="Arial, sans-serif" font-size="14" fill="#6b7280">100%</text>
+
+  <!-- Y-axis label -->
+  <text x="30" y="280" text-anchor="middle" font-family="Arial, sans-serif" font-size="16" font-weight="bold" fill="#374151" transform="rotate(-90, 30, 280)">
+    Success Rate (%)
+  </text>
+
+  <!-- X-axis label -->
+  <text x="450" y="580" text-anchor="middle" font-family="Arial, sans-serif" font-size="16" font-weight="bold" fill="#374151">
+    System
+  </text>
+
+  <!-- Bars and labels -->
+  <rect x="103.1" y="96" width="107.8" height="384" fill="#f97316" stroke="#f97316" stroke-width="2" opacity="0.9"/>
+  <text x="157" y="86" text-anchor="middle" font-family="Arial, sans-serif" font-size="18" font-weight="bold" fill="#1f2937">96%</text>
+  <text x="157" y="510" text-anchor="middle" font-family="Arial, sans-serif" font-size="14" fill="#374151">Shannon</text>
+  <rect x="257.1" y="140" width="107.8" height="340" fill="#3b82f6" stroke="#3b82f6" stroke-width="2" opacity="0.9"/>
+  <text x="311" y="130" text-anchor="middle" font-family="Arial, sans-serif" font-size="18" font-weight="bold" fill="#1f2937">85%</text>
+  <text x="311" y="510" text-anchor="middle" font-family="Arial, sans-serif" font-size="14" fill="#374151">X-Bow</text>
+  <rect x="411.1" y="140" width="107.8" height="340" fill="#8b5cf6" stroke="#8b5cf6" stroke-width="2" opacity="0.9"/>
+  <text x="465" y="130" text-anchor="middle" font-family="Arial, sans-serif" font-size="18" font-weight="bold" fill="#1f2937">85%</text>
+  <text x="465" y="510" text-anchor="middle" font-family="Arial, sans-serif" font-size="14" fill="#374151">Cyber-AutoAgent</text>
+  <rect x="565.1" y="140" width="107.8" height="340" fill="#06b6d4" stroke="#06b6d4" stroke-width="2" opacity="0.9"/>
+  <text x="619" y="130" text-anchor="middle" font-family="Arial, sans-serif" font-size="18" font-weight="bold" fill="#1f2937">85%</text>
+  <text x="619" y="510" text-anchor="middle" font-family="Arial, sans-serif" font-size="14" fill="#374151">Principal Human</text>
+  <text x="619" y="530" text-anchor="middle" font-family="Arial, sans-serif" font-size="14" fill="#374151">Pentester</text>
+  <rect x="719.1" y="180" width="107.8" height="300" fill="#6b7280" stroke="#6b7280" stroke-width="2" opacity="0.9"/>
+  <text x="773" y="170" text-anchor="middle" font-family="Arial, sans-serif" font-size="18" font-weight="bold" fill="#1f2937">75%</text>
+  <text x="773" y="510" text-anchor="middle" font-family="Arial, sans-serif" font-size="14" fill="#374151">MAPTA</text>
+</svg>
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