diff --git a/src/ImageSharp/Formats/Webp/Lossy/Vp8Residual.cs b/src/ImageSharp/Formats/Webp/Lossy/Vp8Residual.cs
index 177041506..68bf09f94 100644
--- a/src/ImageSharp/Formats/Webp/Lossy/Vp8Residual.cs
+++ b/src/ImageSharp/Formats/Webp/Lossy/Vp8Residual.cs
@@ -156,7 +156,7 @@ internal class Vp8Residual
             return LossyUtils.Vp8BitCost(0, (byte)p0);
         }
 
-        if (Avx2.IsSupported)
+        if (Sse2.IsSupported)
         {
             Span<byte> scratch = stackalloc byte[32];
             Span<byte> ctxs = scratch.Slice(0, 16);
@@ -165,19 +165,23 @@ internal class Vp8Residual
 
             // Precompute clamped levels and contexts, packed to 8b.
             ref short outputRef = ref MemoryMarshal.GetReference<short>(this.Coeffs);
-            Vector256<short> c0 = Unsafe.As<short, Vector256<byte>>(ref outputRef).AsInt16();
-            Vector256<short> d0 = Avx2.Subtract(Vector256<short>.Zero, c0);
-            Vector256<short> e0 = Avx2.Max(c0, d0); // abs(v), 16b
-            Vector256<sbyte> f = Avx2.PackSignedSaturate(e0, e0);
-            Vector256<byte> g = Avx2.Min(f.AsByte(), Vector256.Create((byte)2));
-            Vector256<byte> h = Avx2.Min(f.AsByte(), Vector256.Create((byte)67)); // clampLevel in [0..67]
+            Vector128<short> c0 = Unsafe.As<short, Vector128<byte>>(ref outputRef).AsInt16();
+            Vector128<short> c1 = Unsafe.As<short, Vector128<byte>>(ref Unsafe.Add(ref outputRef, 8)).AsInt16();
+            Vector128<short> d0 = Sse2.Subtract(Vector128<short>.Zero, c0);
+            Vector128<short> d1 = Sse2.Subtract(Vector128<short>.Zero, c1);
+            Vector128<short> e0 = Sse2.Max(c0, d0); // abs(v), 16b
+            Vector128<short> e1 = Sse2.Max(c1, d1);
+            Vector128<sbyte> f = Sse2.PackSignedSaturate(e0, e1);
+            Vector128<byte> g = Sse2.Min(f.AsByte(), Vector128.Create((byte)2)); // context = 0, 1, 2
+            Vector128<byte> h = Sse2.Min(f.AsByte(), Vector128.Create((byte)67)); // clampLevel in [0..67]
 
             ref byte ctxsRef = ref MemoryMarshal.GetReference(ctxs);
             ref byte levelsRef = ref MemoryMarshal.GetReference(levels);
             ref ushort absLevelsRef = ref MemoryMarshal.GetReference(absLevels);
-            Unsafe.As<byte, Vector128<byte>>(ref ctxsRef) = g.GetLower();
-            Unsafe.As<byte, Vector128<byte>>(ref levelsRef) = h.GetLower();
-            Unsafe.As<ushort, Vector256<ushort>>(ref absLevelsRef) = e0.AsUInt16();
+            Unsafe.As<byte, Vector128<byte>>(ref ctxsRef) = g;
+            Unsafe.As<byte, Vector128<byte>>(ref levelsRef) = h;
+            Unsafe.As<ushort, Vector128<ushort>>(ref absLevelsRef) = e0.AsUInt16();
+            Unsafe.As<ushort, Vector128<ushort>>(ref Unsafe.Add(ref absLevelsRef, 8)) = e1.AsUInt16();
 
             int level;
             int flevel;
diff --git a/tests/ImageSharp.Tests/Formats/WebP/Vp8ResidualTests.cs b/tests/ImageSharp.Tests/Formats/WebP/Vp8ResidualTests.cs
index 1f9136e9a..4982929c2 100644
--- a/tests/ImageSharp.Tests/Formats/WebP/Vp8ResidualTests.cs
+++ b/tests/ImageSharp.Tests/Formats/WebP/Vp8ResidualTests.cs
@@ -1,6 +1,8 @@
 // Copyright (c) Six Labors.
 // Licensed under the Six Labors Split License.
 
+using System.Text;
+using SixLabors.ImageSharp.Formats.Webp;
 using SixLabors.ImageSharp.Formats.Webp.Lossy;
 using SixLabors.ImageSharp.Tests.TestUtilities;
 
@@ -9,10 +11,234 @@ namespace SixLabors.ImageSharp.Tests.Formats.Webp;
 [Trait("Format", "Webp")]
 public class Vp8ResidualTests
 {
+    private static void WriteVp8Residual(string filename, Vp8Residual residual)
+    {
+        using FileStream stream = File.Open(filename, FileMode.Create);
+        using BinaryWriter writer = new(stream, Encoding.UTF8, false);
+
+        writer.Write(residual.First);
+        writer.Write(residual.Last);
+        writer.Write(residual.CoeffType);
+
+        for (int i = 0; i < residual.Coeffs.Length; i++)
+        {
+            writer.Write(residual.Coeffs[i]);
+        }
+
+        for (int i = 0; i < residual.Prob.Length; i++)
+        {
+            for (int j = 0; j < residual.Prob[i].Probabilities.Length; j++)
+            {
+                writer.Write(residual.Prob[i].Probabilities[j].Probabilities);
+            }
+        }
+
+        for (int i = 0; i < residual.Costs.Length; i++)
+        {
+            Vp8Costs costs = residual.Costs[i];
+            Vp8CostArray[] costsArray = costs.Costs;
+            for (int j = 0; j < costsArray.Length; j++)
+            {
+                for (int k = 0; k < costsArray[j].Costs.Length; k++)
+                {
+                    writer.Write(costsArray[j].Costs[k]);
+                }
+            }
+        }
+
+        for (int i = 0; i < residual.Stats.Length; i++)
+        {
+            for (int j = 0; j < residual.Stats[i].Stats.Length; j++)
+            {
+                for (int k = 0; k < residual.Stats[i].Stats[j].Stats.Length; k++)
+                {
+                    writer.Write(residual.Stats[i].Stats[j].Stats[k]);
+                }
+            }
+        }
+
+        writer.Flush();
+    }
+
+    private static Vp8Residual ReadVp8Residual(string fileName)
+    {
+        using FileStream stream = File.Open(fileName, FileMode.Open);
+        using BinaryReader reader = new(stream, Encoding.UTF8, false);
+
+        Vp8Residual residual = new()
+        {
+            First = reader.ReadInt32(),
+            Last = reader.ReadInt32(),
+            CoeffType = reader.ReadInt32()
+        };
+
+        for (int i = 0; i < residual.Coeffs.Length; i++)
+        {
+            residual.Coeffs[i] = reader.ReadInt16();
+        }
+
+        Vp8BandProbas[] bandProbas = new Vp8BandProbas[8];
+        for (int i = 0; i < bandProbas.Length; i++)
+        {
+            bandProbas[i] = new Vp8BandProbas();
+            for (int j = 0; j < bandProbas[i].Probabilities.Length; j++)
+            {
+                for (int k = 0; k < 11; k++)
+                {
+                    bandProbas[i].Probabilities[j].Probabilities[k] = reader.ReadByte();
+                }
+            }
+        }
+
+        residual.Prob = bandProbas;
+
+        residual.Costs = new Vp8Costs[16];
+        for (int i = 0; i < residual.Costs.Length; i++)
+        {
+            residual.Costs[i] = new Vp8Costs();
+            Vp8CostArray[] costsArray = residual.Costs[i].Costs;
+            for (int j = 0; j < costsArray.Length; j++)
+            {
+                for (int k = 0; k < costsArray[j].Costs.Length; k++)
+                {
+                    costsArray[j].Costs[k] = reader.ReadUInt16();
+                }
+            }
+        }
+
+        residual.Stats = new Vp8Stats[8];
+        for (int i = 0; i < residual.Stats.Length; i++)
+        {
+            residual.Stats[i] = new Vp8Stats();
+            for (int j = 0; j < residual.Stats[i].Stats.Length; j++)
+            {
+                for (int k = 0; k < residual.Stats[i].Stats[j].Stats.Length; k++)
+                {
+                    residual.Stats[i].Stats[j].Stats[k] = reader.ReadUInt32();
+                }
+            }
+        }
+
+        return residual;
+    }
+
+    [Fact]
+    public void Vp8Residual_Serialization_Works()
+    {
+        // arrange
+        Vp8Residual expected = new();
+        Vp8EncProba encProb = new();
+        Random rand = new(439);
+        CreateRandomProbas(encProb, rand);
+        CreateCosts(encProb, rand);
+        expected.Init(1, 0, encProb);
+        for (int i = 0; i < expected.Coeffs.Length; i++)
+        {
+            expected.Coeffs[i] = (byte)rand.Next(255);
+        }
+
+        // act
+        string fileName = "Vp8SerializationTest.bin";
+        WriteVp8Residual(fileName, expected);
+        Vp8Residual actual = ReadVp8Residual(fileName);
+        File.Delete(fileName);
+
+        // assert
+        Assert.Equal(expected.CoeffType, actual.CoeffType);
+        Assert.Equal(expected.Coeffs, actual.Coeffs);
+        Assert.Equal(expected.Costs.Length, actual.Costs.Length);
+        Assert.Equal(expected.First, actual.First);
+        Assert.Equal(expected.Last, actual.Last);
+        Assert.Equal(expected.Stats.Length, actual.Stats.Length);
+        for (int i = 0; i < expected.Stats.Length; i++)
+        {
+            Vp8StatsArray[] expectedStats = expected.Stats[i].Stats;
+            Vp8StatsArray[] actualStats = actual.Stats[i].Stats;
+            Assert.Equal(expectedStats.Length, actualStats.Length);
+            for (int j = 0; j < expectedStats.Length; j++)
+            {
+                Assert.Equal(expectedStats[j].Stats, actualStats[j].Stats);
+            }
+        }
+
+        Assert.Equal(expected.Prob.Length, actual.Prob.Length);
+        for (int i = 0; i < expected.Prob.Length; i++)
+        {
+            Vp8ProbaArray[] expectedProbabilities = expected.Prob[i].Probabilities;
+            Vp8ProbaArray[] actualProbabilities = actual.Prob[i].Probabilities;
+            Assert.Equal(expectedProbabilities.Length, actualProbabilities.Length);
+            for (int j = 0; j < expectedProbabilities.Length; j++)
+            {
+                Assert.Equal(expectedProbabilities[j].Probabilities, actualProbabilities[j].Probabilities);
+            }
+        }
+
+        for (int i = 0; i < expected.Costs.Length; i++)
+        {
+            Vp8CostArray[] expectedCosts = expected.Costs[i].Costs;
+            Vp8CostArray[] actualCosts = actual.Costs[i].Costs;
+            Assert.Equal(expectedCosts.Length, actualCosts.Length);
+            for (int j = 0; j < expectedCosts.Length; j++)
+            {
+                Assert.Equal(expectedCosts[j].Costs, actualCosts[j].Costs);
+            }
+        }
+    }
+
+    [Fact]
+    public void GetResidualCost_Works()
+    {
+        // arrange
+        int ctx0 = 0;
+        int expected = 20911;
+        Vp8Residual residual = ReadVp8Residual(Path.Combine("TestDataWebp", "Vp8Residual.bin"));
+
+        // act
+        int actual = residual.GetResidualCost(ctx0);
+
+        // assert
+        Assert.Equal(expected, actual);
+    }
+
+    private static void CreateRandomProbas(Vp8EncProba probas, Random rand)
+    {
+        for (int t = 0; t < WebpConstants.NumTypes; ++t)
+        {
+            for (int b = 0; b < WebpConstants.NumBands; ++b)
+            {
+                for (int c = 0; c < WebpConstants.NumCtx; ++c)
+                {
+                    for (int p = 0; p < WebpConstants.NumProbas; ++p)
+                    {
+                        probas.Coeffs[t][b].Probabilities[c].Probabilities[p] = (byte)rand.Next(255);
+                    }
+                }
+            }
+        }
+    }
+
+    private static void CreateCosts(Vp8EncProba probas, Random rand)
+    {
+        for (int i = 0; i < probas.RemappedCosts.Length; i++)
+        {
+            for (int j = 0; j < probas.RemappedCosts[i].Length; j++)
+            {
+                for (int k = 0; k < probas.RemappedCosts[i][j].Costs.Length; k++)
+                {
+                    ushort[] costs = probas.RemappedCosts[i][j].Costs[k].Costs;
+                    for (int m = 0; m < costs.Length; m++)
+                    {
+                        costs[m] = (byte)rand.Next(255);
+                    }
+                }
+            }
+        }
+    }
+
     private static void RunSetCoeffsTest()
     {
         // arrange
-        var residual = new Vp8Residual();
+        Vp8Residual residual = new();
         short[] coeffs = { 110, 0, -2, 0, 0, 0, 0, 0, 0, -1, 0, 0, 0, 0, 0, 0 };
 
         // act
@@ -23,11 +249,8 @@ public class Vp8ResidualTests
     }
 
     [Fact]
-    public void RunSetCoeffsTest_Works() => RunSetCoeffsTest();
-
-    [Fact]
-    public void RunSetCoeffsTest_WithHardwareIntrinsics_Works() => FeatureTestRunner.RunWithHwIntrinsicsFeature(RunSetCoeffsTest, HwIntrinsics.AllowAll);
+    public void SetCoeffsTest_Works() => FeatureTestRunner.RunWithHwIntrinsicsFeature(RunSetCoeffsTest, HwIntrinsics.AllowAll);
 
     [Fact]
-    public void RunSetCoeffsTest_WithoutHardwareIntrinsics_Works() => FeatureTestRunner.RunWithHwIntrinsicsFeature(RunSetCoeffsTest, HwIntrinsics.DisableHWIntrinsic);
+    public void SetCoeffsTest_WithoutSSE2_Works() => FeatureTestRunner.RunWithHwIntrinsicsFeature(RunSetCoeffsTest, HwIntrinsics.DisableSSE2);
 }
diff --git a/tests/ImageSharp.Tests/ImageSharp.Tests.csproj b/tests/ImageSharp.Tests/ImageSharp.Tests.csproj
index a6197b600..d17cffc4f 100644
--- a/tests/ImageSharp.Tests/ImageSharp.Tests.csproj
+++ b/tests/ImageSharp.Tests/ImageSharp.Tests.csproj
@@ -56,6 +56,9 @@
     <None Update="TestFonts\SixLaborsSampleAB.woff">
       <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
     </None>
+    <None Update="TestDataWebp\Vp8Residual.bin">
+      <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
+    </None>
     <None Update="xunit.runner.json">
       <CopyToOutputDirectory>PreserveNewest</CopyToOutputDirectory>
     </None>
diff --git a/tests/ImageSharp.Tests/TestDataWebp/Vp8Residual.bin b/tests/ImageSharp.Tests/TestDataWebp/Vp8Residual.bin
new file mode 100644
index 000000000..1fbb39277
Binary files /dev/null and b/tests/ImageSharp.Tests/TestDataWebp/Vp8Residual.bin differ
diff --git a/tests/ImageSharp.Tests/TestDataWebp/Vp8Residual.json b/tests/ImageSharp.Tests/TestDataWebp/Vp8Residual.json
new file mode 100644
index 000000000..41a524b89
--- /dev/null
+++ b/tests/ImageSharp.Tests/TestDataWebp/Vp8Residual.json
@@ -0,0 +1 @@
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