diff --git a/tradein-mvp/backend/tests/fixtures/backtest_baseline.json b/tradein-mvp/backend/tests/fixtures/backtest_baseline.json
index a040e084..b11e827e 100644
--- a/tradein-mvp/backend/tests/fixtures/backtest_baseline.json
+++ b/tradein-mvp/backend/tests/fixtures/backtest_baseline.json
@@ -8,7 +8,7 @@
     },
     "low": {
       "coverage_pct": 82.09,
-      "mape_pct": 13.2,
+      "mape_pct": 12.67,
       "n": 276,
       "n_covered": 220
     },
@@ -26,22 +26,22 @@
   ],
   "expected_sold": {
     "overall": {
-      "mape_pct": 13.18,
-      "median_bias_pct": -3.71,
+      "mape_pct": 12.63,
+      "median_bias_pct": -3.74,
       "n": 269,
       "n_no_analogs": 0,
-      "p25_pct": -16.11,
-      "p75_pct": 8.92
+      "p25_pct": -15.17,
+      "p75_pct": 8.67
     },
     "per_rooms": {
       "0": {
         "label": "студия",
-        "mape_pct": 19.38,
-        "median_bias_pct": 18.1,
+        "mape_pct": 16.96,
+        "median_bias_pct": 16.96,
         "n": 35,
         "n_no_analogs": 0,
         "p25_pct": 1.5,
-        "p75_pct": 34.32
+        "p75_pct": 38.82
       },
       "1": {
         "label": "1к",
@@ -50,50 +50,50 @@
         "n": 93,
         "n_no_analogs": 0,
         "p25_pct": -14.43,
-        "p75_pct": 6.98
+        "p75_pct": 8.15
       },
       "2": {
         "label": "2к",
-        "mape_pct": 18.26,
-        "median_bias_pct": -12.2,
+        "mape_pct": 17.39,
+        "median_bias_pct": -11.71,
         "n": 74,
         "n_no_analogs": 0,
-        "p25_pct": -24.35,
+        "p25_pct": -23.07,
         "p75_pct": -0.36
       },
       "3": {
         "label": "3к",
-        "mape_pct": 9.34,
-        "median_bias_pct": -3.08,
+        "mape_pct": 7.79,
+        "median_bias_pct": -4.05,
         "n": 43,
         "n_no_analogs": 0,
         "p25_pct": -10.26,
-        "p75_pct": 4.68
+        "p75_pct": 3.82
       },
       "4": {
         "label": "4+",
-        "mape_pct": 16.3,
-        "median_bias_pct": 3.34,
+        "mape_pct": 16.38,
+        "median_bias_pct": -1.32,
         "n": 24,
         "n_no_analogs": 0,
         "p25_pct": -14.91,
-        "p75_pct": 15.11
+        "p75_pct": 15.41
       }
     },
     "per_segment": {
       "бизнес": {
-        "mape_pct": 14.65,
+        "mape_pct": 13.65,
         "median_bias_pct": -10.54,
         "n": 46,
-        "p25_pct": -22.93,
+        "p25_pct": -27.15,
         "p75_pct": -1.31
       },
       "комфорт": {
-        "mape_pct": 11.8,
-        "median_bias_pct": -4.61,
+        "mape_pct": 10.14,
+        "median_bias_pct": -5.01,
         "n": 101,
-        "p25_pct": -17.07,
-        "p75_pct": 6.04
+        "p25_pct": -15.49,
+        "p75_pct": 4.37
       },
       "премиум": {
         "mape_pct": 68.92,
@@ -103,11 +103,11 @@
         "p75_pct": -68.92
       },
       "эконом": {
-        "mape_pct": 13.71,
-        "median_bias_pct": 2.54,
+        "mape_pct": 14.2,
+        "median_bias_pct": 3.33,
         "n": 115,
-        "p25_pct": -9.8,
-        "p75_pct": 25.5
+        "p25_pct": -8.69,
+        "p75_pct": 27.3
       },
       "элит": {
         "mape_pct": 33.2,