diff --git a/assets-library/models-performance.json b/assets-library/models-performance.json
index eb8a037..b108d45 100644
--- a/assets-library/models-performance.json
+++ b/assets-library/models-performance.json
@@ -91,7 +91,7 @@
       "verdict": "Stage 3 Refiner (img2img denoise 0.3) 정상 작동 / 단독 워크플로우는 OOM 빈번"
     },
     "pulid-flux": {
-      "rounds_used": 8,
+      "rounds_used": 9,
       "dimensions": {
         "byeolyi": [],
         "hanja": [],
@@ -100,16 +100,28 @@
         "korean_traditional": [],
         "auto_pastel": [
           30.2,
-          33.7
+          33.7,
+          44.5
         ],
         "auto_black": [
           0.73,
-          2.51
+          2.51,
+          1.11
         ]
       },
       "avg_scores": {},
-      "best_combinations": [],
-      "verdict": "재시작 후 작동 / mean 0.85 = 검정 2.51% 파스텔 33.7% / 별이 ID matching 시각 평가 필수"
+      "best_combinations": [
+        {
+          "round": 9,
+          "id": "9-1",
+          "weight": 1.0,
+          "fusion": "mean",
+          "black_pct": 1.11,
+          "pastel_pct": 44.5,
+          "note": "전체 라운드 best pastel 1위"
+        }
+      ],
+      "verdict": "weight 1.0 + mean fusion = 별이 ID lock + 파스텔 44.5% (R1-1 Pony 42.5% 추월)"
     },
     "qwen-image-2512": {
       "rounds_used": 1,
diff --git a/results/meeting-103/round9/9-1.png b/results/meeting-103/round9/9-1.png
new file mode 100644
index 0000000..d0f7884
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diff --git a/results/meeting-103/round9/9-1_thumb.png b/results/meeting-103/round9/9-1_thumb.png
new file mode 100644
index 0000000..d1222da
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diff --git a/results/meeting-103/round9/9-2.png b/results/meeting-103/round9/9-2.png
new file mode 100644
index 0000000..b21fb33
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diff --git a/results/meeting-103/round9/9-2_thumb.png b/results/meeting-103/round9/9-2_thumb.png
new file mode 100644
index 0000000..582e960
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diff --git a/results/meeting-103/round9/9-4.png b/results/meeting-103/round9/9-4.png
new file mode 100644
index 0000000..da131a4
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diff --git a/results/meeting-103/round9/9-4_thumb.png b/results/meeting-103/round9/9-4_thumb.png
new file mode 100644
index 0000000..756047d
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diff --git a/results/meeting-103/round9/9-5.png b/results/meeting-103/round9/9-5.png
new file mode 100644
index 0000000..4d7c040
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diff --git a/results/meeting-103/round9/9-5_thumb.png b/results/meeting-103/round9/9-5_thumb.png
new file mode 100644
index 0000000..786cfcd
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diff --git a/results/meeting-103/round9/meta.json b/results/meeting-103/round9/meta.json
new file mode 100644
index 0000000..304568b
--- /dev/null
+++ b/results/meeting-103/round9/meta.json
@@ -0,0 +1,81 @@
+{
+  "round": 9,
+  "captured_at": "2026-05-19T22:38:45.005260",
+  "combos": [
+    {
+      "id": "9-1",
+      "prompt_id": "14eb02e4-77d3-49b4-8147-a7df42ccd17d",
+      "models_used": [
+        "flux-dev",
+        "pulid-flux"
+      ],
+      "prompt_set": "A",
+      "variant": "PuLID mean 1.0",
+      "status": "OK",
+      "size_bytes": 993420,
+      "width": 768,
+      "height": 1344,
+      "aspect": 0.5714,
+      "black_pct": 1.11,
+      "pastel_pct": 44.5,
+      "thumb_size_kb": 334
+    },
+    {
+      "id": "9-2",
+      "prompt_id": "fc139c22-f207-4d02-a04e-0a44165413d2",
+      "models_used": [
+        "flux-schnell"
+      ],
+      "prompt_set": "A",
+      "variant": "Schnell 768 postrestart",
+      "status": "OK",
+      "size_bytes": 1396880,
+      "width": 768,
+      "height": 1344,
+      "aspect": 0.5714,
+      "black_pct": 14.85,
+      "pastel_pct": 23.1,
+      "thumb_size_kb": 417
+    },
+    {
+      "id": "9-4",
+      "prompt_id": "d5d1eb6a-04f0-44bc-9adc-7aca90e7801b",
+      "models_used": [
+        "pony-v6"
+      ],
+      "prompt_set": "A",
+      "variant": "detailed fan seed 888",
+      "status": "OK",
+      "size_bytes": 1515011,
+      "width": 768,
+      "height": 1344,
+      "aspect": 0.5714,
+      "black_pct": 0.09,
+      "pastel_pct": 14.7,
+      "thumb_size_kb": 515
+    },
+    {
+      "id": "9-5",
+      "prompt_id": "b74bda47-a7b0-48b3-82db-4243bf8d7f9e",
+      "models_used": [
+        "pony-v6"
+      ],
+      "prompt_set": "C",
+      "variant": "big hanja seed 1234 cfg 8 35 steps",
+      "status": "OK",
+      "size_bytes": 2053523,
+      "width": 768,
+      "height": 1344,
+      "aspect": 0.5714,
+      "black_pct": 0.98,
+      "pastel_pct": 13.1,
+      "thumb_size_kb": 683
+    }
+  ],
+  "learning": {
+    "passed_count": 3,
+    "failed_count": 1,
+    "best_pastel": "9-1",
+    "next_round_hint": "auto-determine based on round learning"
+  }
+}
\ No newline at end of file