diff --git a/src/Lynx/EvaluationConstants.cs b/src/Lynx/EvaluationConstants.cs
index 5a1528ae7..d9b08314b 100644
--- a/src/Lynx/EvaluationConstants.cs
+++ b/src/Lynx/EvaluationConstants.cs
@@ -9,14 +9,20 @@ namespace Lynx;
 public static class EvaluationConstants
 {
     /// <summary>
-    /// 30k games, 16+0.16, UHO_XXL_+0.90_+1.19.epd
-    /// Retained (W,D,L) = (791773, 1127929, 793778) positions.
+    /// 21454 games, 16+0.16, UHO_XXL_+0.90_+1.19.epd
+    /// Retained (W,D,L) = (486074, 1108791, 487345) positions.
     /// </summary>
-    public const int EvalNormalizationCoefficient = 78;
+    public const int EvalNormalizationCoefficient = 138;
 
-    public static readonly double[] As = [-44.54789428, 284.90322556, -305.65458204, 143.86777995];
+    public static readonly double[] As = [-25.59900221, 175.23377472, -145.09355540, 133.49051930];
 
-    public static readonly double[] Bs = [-21.08101051, 127.81742295, -160.22340655, 128.53122955];
+    public static readonly double[] Bs = [-14.14613328, 84.98205725, -101.16332276, 120.88906952];
+
+    public static readonly int[] GamePhaseByPiece =
+    [
+        0, 1, 1, 2, 4, 0,
+        0, 1, 1, 2, 4, 0
+    ];
 
     public static readonly int[] MiddleGamePieceValues =
     [
@@ -30,12 +36,6 @@ public static class EvaluationConstants
             -109, -356, -324, -653, -1123, 0
     ];
 
-    public static readonly int[] GamePhaseByPiece =
-[
-    0, 1, 1, 2, 4, 0,
-    0, 1, 1, 2, 4, 0
-];
-
     public static readonly int[] MiddleGamePawnTable =
     [
             0, 0, 0, 0, 0, 0, 0, 0,
diff --git a/tests/Lynx.Test/WDLTest.cs b/tests/Lynx.Test/WDLTest.cs
index a971c1160..ca03a8030 100644
--- a/tests/Lynx.Test/WDLTest.cs
+++ b/tests/Lynx.Test/WDLTest.cs
@@ -16,8 +16,13 @@ public void NormalizeCoefficientAndArrayValues()
         Assert.AreEqual(EvaluationConstants.EvalNormalizationCoefficient, (int)EvaluationConstants.As.Sum());
     }
 
-    [TestCase(500, 641)]
-    [TestCase(1000, 1282)]
+    [TestCase(500)]
+    [TestCase(1000)]
+    public void NormalizeScore(int score)
+    {
+        Assert.AreEqual(score * 100 / EvaluationConstants.EvalNormalizationCoefficient, WDL.NormalizeScore(score));
+    }
+
     [TestCase(0, 0)]
     [TestCase(EvaluationConstants.PositiveCheckmateDetectionLimit + 5, EvaluationConstants.PositiveCheckmateDetectionLimit + 5)]
     [TestCase(EvaluationConstants.NegativeCheckmateDetectionLimit - 5, EvaluationConstants.NegativeCheckmateDetectionLimit - 5)]
@@ -26,8 +31,13 @@ public void NormalizeScore(int score, int expectecNormalizedEval)
         Assert.AreEqual(expectecNormalizedEval, WDL.NormalizeScore(score));
     }
 
-    [TestCase(1000, 780)]
-    [TestCase(2000, 1560)]
+    [TestCase(1000)]
+    [TestCase(2000)]
+    public void UnNormalizeScore(int score)
+    {
+        Assert.AreEqual(score * EvaluationConstants.EvalNormalizationCoefficient / 100, WDL.UnNormalizeScore(score));
+    }
+
     [TestCase(0, 0)]
     [TestCase(EvaluationConstants.PositiveCheckmateDetectionLimit + 5, EvaluationConstants.PositiveCheckmateDetectionLimit + 5)]
     [TestCase(EvaluationConstants.NegativeCheckmateDetectionLimit - 5, EvaluationConstants.NegativeCheckmateDetectionLimit - 5)]