diff --git a/src/data/flip_labels/flip_labels_llm-router.json b/src/data/flip_labels/flip_labels_llm-router.json
index daf98f7..9450917 100644
--- a/src/data/flip_labels/flip_labels_llm-router.json
+++ b/src/data/flip_labels/flip_labels_llm-router.json
@@ -1,15 +1,15 @@
 [
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@@ -17,7 +17,7 @@
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@@ -29,27 +29,27 @@
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@@ -57,47 +57,47 @@
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@@ -109,7 +109,7 @@
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@@ -125,7 +125,7 @@
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@@ -149,11 +149,11 @@
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@@ -213,7 +213,7 @@
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@@ -221,87 +221,87 @@
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@@ -313,19 +313,19 @@
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@@ -333,11 +333,11 @@
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@@ -349,63 +349,63 @@
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@@ -413,23 +413,23 @@
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@@ -437,107 +437,107 @@
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@@ -545,7 +545,7 @@
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@@ -553,11 +553,11 @@
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@@ -569,63 +569,63 @@
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@@ -633,11 +633,11 @@
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@@ -645,7 +645,7 @@
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@@ -653,27 +653,27 @@
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@@ -681,15 +681,15 @@
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@@ -705,11 +705,11 @@
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@@ -717,35 +717,35 @@
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@@ -761,27 +761,27 @@
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@@ -789,23 +789,23 @@
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@@ -817,7 +817,7 @@
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@@ -829,23 +829,23 @@
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@@ -865,23 +865,23 @@
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@@ -913,7 +913,7 @@
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@@ -921,51 +921,51 @@
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   {
     "global index": "MathQA_84",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "MedMCQA_1005",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "MedMCQA_1054",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "MedMCQA_1298",
@@ -985,15 +985,15 @@
   },
   {
     "global index": "MedMCQA_2010",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "MedMCQA_2323",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "MedMCQA_2366",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "MedMCQA_2581",
@@ -1005,7 +1005,7 @@
   },
   {
     "global index": "MedMCQA_59",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "MedMCQA_643",
@@ -1013,35 +1013,35 @@
   },
   {
     "global index": "MedMCQA_853",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "MusicTheoryBench_126",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "MusicTheoryBench_14",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "MusicTheoryBench_147",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "MusicTheoryBench_152",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "MusicTheoryBench_188",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "MusicTheoryBench_189",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "MusicTheoryBench_240",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "MusicTheoryBench_33",
@@ -1049,95 +1049,95 @@
   },
   {
     "global index": "MusicTheoryBench_337",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "MusicTheoryBench_340",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "MusicTheoryBench_70",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "NarrativeQA_131",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "NarrativeQA_1683",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "NarrativeQA_2474",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "NarrativeQA_2820",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "NarrativeQA_3282",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "NarrativeQA_4102",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "NarrativeQA_4128",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "NarrativeQA_4347",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "NarrativeQA_4540",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "NarrativeQA_5022",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "NarrativeQA_5259",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "NarrativeQA_533",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "NarrativeQA_5894",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "NarrativeQA_6829",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "NarrativeQA_7678",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "NarrativeQA_7964",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "NarrativeQA_8215",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "NarrativeQA_8598",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "NarrativeQA_927",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_Animals_2545",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_Animals_262",
@@ -1145,7 +1145,7 @@
   },
   {
     "global index": "OpenTDB_Art_1429",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_Celebrities_1078",
@@ -1153,7 +1153,7 @@
   },
   {
     "global index": "OpenTDB_Celebrities_1456",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_Celebrities_3577",
@@ -1169,7 +1169,7 @@
   },
   {
     "global index": "OpenTDB_General Knowledge_1807",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_General Knowledge_1957",
@@ -1177,15 +1177,15 @@
   },
   {
     "global index": "OpenTDB_General Knowledge_2181",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_General Knowledge_3404",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_General Knowledge_3727",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_General Knowledge_4019",
@@ -1197,27 +1197,27 @@
   },
   {
     "global index": "OpenTDB_Geography_2346",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_Geography_3880",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_Geography_792",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_History_1162",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_History_2026",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_History_3712",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_History_3902",
@@ -1225,19 +1225,19 @@
   },
   {
     "global index": "OpenTDB_Science & Nature_1175",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_Science & Nature_1560",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_Science & Nature_3716",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_Science & Nature_476",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_Sports_2289",
@@ -1245,19 +1245,19 @@
   },
   {
     "global index": "OpenTDB_Vehicles_1173",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_Vehicles_1419",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_Vehicles_2519",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "OpenTDB_Vehicles_3234",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "PubMedQA_0",
@@ -1265,19 +1265,19 @@
   },
   {
     "global index": "PubMedQA_154",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "PubMedQA_18",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "PubMedQA_238",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "PubMedQA_250",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "PubMedQA_337",
@@ -1285,23 +1285,23 @@
   },
   {
     "global index": "PubMedQA_362",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "PubMedQA_437",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "PubMedQA_510",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "PubMedQA_520",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "PubMedQA_575",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "PubMedQA_582",
@@ -1309,11 +1309,11 @@
   },
   {
     "global index": "PubMedQA_588",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "PubMedQA_610",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "PubMedQA_63",
@@ -1321,35 +1321,35 @@
   },
   {
     "global index": "PubMedQA_643",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "PubMedQA_687",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "PubMedQA_722",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "PubMedQA_73",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "PubMedQA_755",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "PubMedQA_8",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "PubMedQA_81",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "PubMedQA_854",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "PubMedQA_905",
@@ -1357,91 +1357,91 @@
   },
   {
     "global index": "QANTA_Fine Arts_1212",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Fine Arts_1702",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Fine Arts_828",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Fine Arts_865",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Geography_1023",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Geography_1555",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Geography_304",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_History_1084",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_History_1154",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_History_433",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_History_473",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_History_926",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Literature_1045",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Literature_1073",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Literature_1239",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Literature_1326",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Literature_1727",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Literature_1843",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Literature_386",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Literature_408",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Literature_475",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Literature_833",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Philosophy_1270",
@@ -1449,43 +1449,43 @@
   },
   {
     "global index": "QANTA_Philosophy_499",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Philosophy_91",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Science_1360",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Science_1473",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Science_308",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Science_619",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Social Science_1847",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Social Science_2",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "QANTA_Social Science_77",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "SocialiQA_13810",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "SocialiQA_22095",
@@ -1493,7 +1493,7 @@
   },
   {
     "global index": "SocialiQA_26846",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "SocialiQA_7839",
@@ -1505,19 +1505,19 @@
   },
   {
     "global index": "SuperGLUE-ClozeTest_12894",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "SuperGLUE-ClozeTest_17965",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "SuperGLUE-ClozeTest_18766",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "SuperGLUE-Entailment_19410",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "SuperGLUE-Entailment_19567",
@@ -1529,7 +1529,7 @@
   },
   {
     "global index": "SuperGLUE-Entailment_767",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "SuperGLUE-QA_1408",
@@ -1549,7 +1549,7 @@
   },
   {
     "global index": "SuperGLUE-QA_4160",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "SuperGLUE-RC_7725",
@@ -1561,27 +1561,27 @@
   },
   {
     "global index": "SuperGLUE-RC_8531",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "SuperGLUE-Wic_19695",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "SuperGLUE-Wic_19738",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "SuperGLUE-Wic_20079",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "SuperGLUE-Wic_20189",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "SuperGLUE-Wic_20253",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "SuperGLUE-Wsc_20368",
@@ -1601,7 +1601,7 @@
   },
   {
     "global index": "WMT19-cs-en_568",
-    "flip": 1
+    "flip": 0
   },
   {
     "global index": "WMT19-de-en_46",
diff --git a/src/data/routerMetrics/leaderboard.json b/src/data/routerMetrics/leaderboard.json
index da3cf3b..8cbf0d0 100644
--- a/src/data/routerMetrics/leaderboard.json
+++ b/src/data/routerMetrics/leaderboard.json
@@ -43,6 +43,17 @@
     "Accuracy": 78.14,
     "Cost per 1k": 0.4
   },
+  {
+    "Router Name": "LLM Router",
+    "Arena Score": 75.69,
+    "Optimal Selection Score": null,
+    "Optimal Cost Score": null,
+    "Optimal Acc. Score": null,
+    "Robustness Score": 100.0,
+    "Latency Score": null,
+    "Accuracy": 78.44,
+    "Cost per 1k": 0.49
+  },
   {
     "Router Name": "R**2: Reasonometry Router",
     "Arena Score": 75.53,
@@ -164,17 +175,6 @@
     "Accuracy": 71.23,
     "Cost per 1k": 0.06
   },
-  {
-    "Router Name": "LLM Router",
-    "Arena Score": 71.26,
-    "Optimal Selection Score": 18.01,
-    "Optimal Cost Score": 20.46,
-    "Optimal Acc. Score": 89.13,
-    "Robustness Score": 30.0,
-    "Latency Score": null,
-    "Accuracy": 72.05,
-    "Cost per 1k": 0.2
-  },
   {
     "Router Name": "cruq-router",
     "Arena Score": 70.77,