diff --git a/apps/web/public/data/ab-mastery-trajectories.json b/apps/web/public/data/ab-mastery-trajectories.json
index b91c2e0b..676a9f2d 100644
--- a/apps/web/public/data/ab-mastery-trajectories.json
+++ b/apps/web/public/data/ab-mastery-trajectories.json
@@ -1,19 +1,19 @@
 {
-  "generatedAt": "2025-12-16T19:02:03.919Z",
-  "version": "2.0",
+  "generatedAt": "2025-12-16T19:26:34.484Z",
+  "version": "1.0",
   "config": {
     "seed": 98765,
     "sessionCount": 12,
     "sessionDurationMinutes": 15
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@@ -30,466 +30,46 @@
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-          99,
-          99,
-          99,
-          99,
-          99,
-          100
-        ],
-        "sessionsTo50": 1,
-        "sessionsTo80": 2
-      },
-      "classic": {
-        "data": [
-          58,
-          85,
-          93,
-          96,
-          97,
-          98,
-          99,
-          99,
-          99,
-          99,
-          99,
-          100
-        ],
-        "sessionsTo50": 1,
-        "sessionsTo80": 2
-      }
-    },
-    {
-      "id": "tenComplementsSub.-8=+2-10",
-      "label": "10-comp sub: -8=+2-10",
-      "category": "tenComplement",
-      "color": "#f97316",
-      "adaptive": {
-        "data": [
-          55,
+          3,
+          40,
+          70,
+          72,
+          79,
+          80,
           83,
-          92,
-          95,
-          97,
-          98,
-          98,
-          99,
-          99,
-          99,
-          99,
-          99
-        ],
-        "sessionsTo50": 1,
-        "sessionsTo80": 2
-      },
-      "classic": {
-        "data": [
-          55,
-          83,
-          92,
-          95,
-          97,
-          98,
-          98,
-          99,
-          99,
-          99,
-          99,
-          99
-        ],
-        "sessionsTo50": 1,
-        "sessionsTo80": 2
-      }
-    },
-    {
-      "id": "tenComplementsSub.-7=+3-10",
-      "label": "10-comp sub: -7=+3-10",
-      "category": "tenComplement",
-      "color": "#dc2626",
-      "adaptive": {
-        "data": [
-          55,
-          83,
-          92,
-          95,
-          97,
-          98,
-          98,
-          99,
-          99,
-          99,
-          99,
-          99
-        ],
-        "sessionsTo50": 1,
-        "sessionsTo80": 2
-      },
-      "classic": {
-        "data": [
-          55,
-          83,
-          92,
-          95,
-          97,
-          98,
-          98,
-          99,
-          99,
-          99,
-          99,
-          99
-        ],
-        "sessionsTo50": 1,
-        "sessionsTo80": 2
-      }
-    },
-    {
-      "id": "tenComplementsSub.-6=+4-10",
-      "label": "10-comp sub: -6=+4-10",
-      "category": "tenComplement",
-      "color": "#ea580c",
-      "adaptive": {
-        "data": [
-          53,
-          82,
+          87,
+          89,
           91,
-          95,
-          97,
-          98,
-          98,
-          99,
-          99,
-          99,
-          99,
-          99
+          92,
+          92
         ],
-        "sessionsTo50": 1,
-        "sessionsTo80": 2
+        "sessionsTo50": 3,
+        "sessionsTo80": 6
       },
       "classic": {
         "data": [
+          3,
+          11,
+          22,
+          33,
           53,
-          82,
-          91,
-          95,
-          97,
-          98,
-          98,
-          99,
-          99,
-          99,
-          99,
-          99
+          56,
+          63,
+          68,
+          72,
+          76,
+          77,
+          80
         ],
-        "sessionsTo50": 1,
-        "sessionsTo80": 2
+        "sessionsTo50": 5,
+        "sessionsTo80": 12
       }
     },
     {
       "id": "tenComplementsSub.-5=+5-10",
       "label": "10-comp sub: -5=+5-10",
       "category": "tenComplement",
-      "color": "#b91c1c",
+      "color": "#f97316",
       "adaptive": {
         "data": [
-          53,
-          82,
-          91,
-          95,
-          97,
-          98,
-          98,
-          99,
-          99,
-          99,
-          99,
-          99
-        ],
-        "sessionsTo50": 1,
-        "sessionsTo80": 2
-      },
-      "classic": {
-        "data": [
-          53,
-          82,
-          91,
-          95,
-          97,
-          98,
-          98,
-          99,
-          99,
-          99,
-          99,
-          99
-        ],
-        "sessionsTo50": 1,
-        "sessionsTo80": 2
-      }
-    },
-    {
-      "id": "tenComplementsSub.-4=+6-10",
-      "label": "10-comp sub: -4=+6-10",
-      "category": "tenComplement",
-      "color": "#c2410c",
-      "adaptive": {
-        "data": [
-          53,
-          82,
-          91,
-          95,
-          97,
-          98,
-          98,
-          99,
-          99,
-          99,
-          99,
-          99
-        ],
-        "sessionsTo50": 1,
-        "sessionsTo80": 2
-      },
-      "classic": {
-        "data": [
-          53,
-          82,
-          91,
-          95,
-          97,
-          98,
-          98,
-          99,
-          99,
-          99,
-          99,
-          99
-        ],
-        "sessionsTo50": 1,
-        "sessionsTo80": 2
-      }
-    },
-    {
-      "id": "tenComplementsSub.-3=+7-10",
-      "label": "10-comp sub: -3=+7-10",
-      "category": "tenComplement",
-      "color": "#991b1b",
-      "adaptive": {
-        "data": [
-          50,
-          80,
-          90,
-          94,
-          96,
-          97,
-          98,
-          98,
-          99,
-          99,
-          99,
-          99
-        ],
-        "sessionsTo50": 1,
-        "sessionsTo80": 2
-      },
-      "classic": {
-        "data": [
-          50,
-          80,
-          90,
-          94,
-          96,
-          97,
-          98,
-          98,
-          99,
-          99,
-          99,
-          99
-        ],
-        "sessionsTo50": 1,
-        "sessionsTo80": 2
-      }
-    },
-    {
-      "id": "tenComplementsSub.-2=+8-10",
-      "label": "10-comp sub: -2=+8-10",
-      "category": "tenComplement",
-      "color": "#9a3412",
-      "adaptive": {
-        "data": [
-          50,
-          80,
-          90,
-          94,
-          96,
-          97,
-          98,
-          98,
-          99,
-          99,
-          99,
-          99
-        ],
-        "sessionsTo50": 1,
-        "sessionsTo80": 2
-      },
-      "classic": {
-        "data": [
-          50,
-          80,
-          90,
-          94,
-          96,
-          97,
-          98,
-          98,
-          99,
-          99,
-          99,
-          99
-        ],
-        "sessionsTo50": 1,
-        "sessionsTo80": 2
-      }
-    },
-    {
-      "id": "tenComplementsSub.-1=+9-10",
-      "label": "10-comp sub: -1=+9-10",
-      "category": "tenComplement",
-      "color": "#7f1d1d",
-      "adaptive": {
-        "data": [
-          48,
+          1,
+          6,
+          44,
+          67,
           78,
+          81,
+          83,
+          85,
+          87,
+          88,
           89,
-          94,
-          96,
-          97,
-          98,
-          98,
-          99,
-          99,
-          99,
-          99
+          90
         ],
-        "sessionsTo50": 2,
-        "sessionsTo80": 3
+        "sessionsTo50": 4,
+        "sessionsTo80": 6
       },
       "classic": {
         "data": [
-          48,
-          78,
-          89,
-          94,
-          96,
-          97,
-          98,
-          98,
-          99,
-          99,
-          99,
-          99
+          1,
+          6,
+          15,
+          25,
+          29,
+          38,
+          44,
+          50,
+          61,
+          67,
+          70,
+          74
         ],
-        "sessionsTo50": 2,
-        "sessionsTo80": 3
-      }
-    },
-    {
-      "id": "advanced.cascadingCarry",
-      "label": "advanced: cascadingCarry",
-      "category": "advanced",
-      "color": "#8b5cf6",
-      "adaptive": {
-        "data": [
-          80,
-          94,
-          97,
-          98,
-          99,
-          99,
-          99,
-          100,
-          100,
-          100,
-          100,
-          100
-        ],
-        "sessionsTo50": 1,
-        "sessionsTo80": 1
-      },
-      "classic": {
-        "data": [
-          80,
-          94,
-          97,
-          98,
-          99,
-          99,
-          99,
-          100,
-          100,
-          100,
-          100,
-          100
-        ],
-        "sessionsTo50": 1,
-        "sessionsTo80": 1
-      }
-    },
-    {
-      "id": "advanced.cascadingBorrow",
-      "label": "advanced: cascadingBorrow",
-      "category": "advanced",
-      "color": "#a78bfa",
-      "adaptive": {
-        "data": [
-          80,
-          94,
-          97,
-          98,
-          99,
-          99,
-          99,
-          100,
-          100,
-          100,
-          100,
-          100
-        ],
-        "sessionsTo50": 1,
-        "sessionsTo80": 1
-      },
-      "classic": {
-        "data": [
-          80,
-          94,
-          97,
-          98,
-          99,
-          99,
-          99,
-          100,
-          100,
-          100,
-          100,
-          100
-        ],
-        "sessionsTo50": 1,
-        "sessionsTo80": 1
+        "sessionsTo50": 8,
+        "sessionsTo80": null
       }
     }
   ],
   "comparisonTable": [
-    {
-      "skill": "basic: directAddition",
-      "category": "basic",
-      "adaptiveTo80": 1,
-      "classicTo80": 1,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "basic: directSubtraction",
-      "category": "basic",
-      "adaptiveTo80": 1,
-      "classicTo80": 1,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "basic: heavenBead",
-      "category": "basic",
-      "adaptiveTo80": 1,
-      "classicTo80": 1,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "basic: heavenBeadSubtraction",
-      "category": "basic",
-      "adaptiveTo80": 1,
-      "classicTo80": 1,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "basic: simpleCombinations",
-      "category": "basic",
-      "adaptiveTo80": 1,
-      "classicTo80": 1,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "basic: simpleCombinationsSub",
-      "category": "basic",
-      "adaptiveTo80": 1,
-      "classicTo80": 1,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "5-comp: 4=5-1",
-      "category": "fiveComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
-    },
     {
       "skill": "5-comp: 3=5-2",
       "category": "fiveComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "5-comp: 2=5-3",
-      "category": "fiveComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "5-comp: 1=5-4",
-      "category": "fiveComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "5-comp sub: -4=-5+1",
-      "category": "fiveComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
+      "adaptiveTo80": 3,
+      "classicTo80": 4,
+      "advantage": "Adaptive +1 sessions"
     },
     {
       "skill": "5-comp sub: -3=-5+2",
       "category": "fiveComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "5-comp sub: -2=-5+3",
-      "category": "fiveComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "5-comp sub: -1=-5+4",
-      "category": "fiveComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
+      "adaptiveTo80": 4,
+      "classicTo80": 8,
+      "advantage": "Adaptive +4 sessions"
     },
     {
       "skill": "10-comp: 9=10-1",
       "category": "tenComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "10-comp: 8=10-2",
-      "category": "tenComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "10-comp: 7=10-3",
-      "category": "tenComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "10-comp: 6=10-4",
-      "category": "tenComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
+      "adaptiveTo80": 3,
+      "classicTo80": 5,
+      "advantage": "Adaptive +2 sessions"
     },
     {
       "skill": "10-comp: 5=10-5",
       "category": "tenComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "10-comp: 4=10-6",
-      "category": "tenComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "10-comp: 3=10-7",
-      "category": "tenComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "10-comp: 2=10-8",
-      "category": "tenComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "10-comp: 1=10-9",
-      "category": "tenComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
+      "adaptiveTo80": 4,
+      "classicTo80": 10,
+      "advantage": "Adaptive +6 sessions"
     },
     {
       "skill": "10-comp sub: -9=+1-10",
       "category": "tenComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "10-comp sub: -8=+2-10",
-      "category": "tenComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "10-comp sub: -7=+3-10",
-      "category": "tenComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "10-comp sub: -6=+4-10",
-      "category": "tenComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
+      "adaptiveTo80": 6,
+      "classicTo80": 12,
+      "advantage": "Adaptive +6 sessions"
     },
     {
       "skill": "10-comp sub: -5=+5-10",
       "category": "tenComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "10-comp sub: -4=+6-10",
-      "category": "tenComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "10-comp sub: -3=+7-10",
-      "category": "tenComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "10-comp sub: -2=+8-10",
-      "category": "tenComplement",
-      "adaptiveTo80": 2,
-      "classicTo80": 2,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "10-comp sub: -1=+9-10",
-      "category": "tenComplement",
-      "adaptiveTo80": 3,
-      "classicTo80": 3,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "advanced: cascadingCarry",
-      "category": "advanced",
-      "adaptiveTo80": 1,
-      "classicTo80": 1,
-      "advantage": "Tie"
-    },
-    {
-      "skill": "advanced: cascadingBorrow",
-      "category": "advanced",
-      "adaptiveTo80": 1,
-      "classicTo80": 1,
-      "advantage": "Tie"
+      "adaptiveTo80": 6,
+      "classicTo80": null,
+      "advantage": "Adaptive (Classic never reached 80%)"
     }
   ]
 }
\ No newline at end of file