diff --git a/src/ImageSharp/Common/Helpers/SimdUtils.HwIntrinsics.cs b/src/ImageSharp/Common/Helpers/SimdUtils.HwIntrinsics.cs
index 17ccb396d6..da93e1500c 100644
--- a/src/ImageSharp/Common/Helpers/SimdUtils.HwIntrinsics.cs
+++ b/src/ImageSharp/Common/Helpers/SimdUtils.HwIntrinsics.cs
@@ -616,7 +616,12 @@ internal static partial class SimdUtils
                 return Fma.MultiplyAdd(vm1, vm0, va);
             }
 
-            return Avx.Add(Avx.Multiply(vm0, vm1), va);
+            if (Avx.IsSupported)
+            {
+                return Avx.Add(Avx.Multiply(vm0, vm1), va);
+            }
+
+            return va + (vm0 * vm1);
         }
 
         /// <summary>
@@ -644,7 +649,12 @@ internal static partial class SimdUtils
                 return AdvSimd.Add(AdvSimd.Multiply(vm0, vm1), va);
             }
 
-            return Sse.Add(Sse.Multiply(vm0, vm1), va);
+            if (Sse.IsSupported)
+            {
+                return Sse.Add(Sse.Multiply(vm0, vm1), va);
+            }
+
+            return va + (vm0 * vm1);
         }
 
         /// <summary>
diff --git a/src/ImageSharp/Common/Helpers/Vector128Utilities.cs b/src/ImageSharp/Common/Helpers/Vector128Utilities.cs
index b6dd319f06..8f4ea6292c 100644
--- a/src/ImageSharp/Common/Helpers/Vector128Utilities.cs
+++ b/src/ImageSharp/Common/Helpers/Vector128Utilities.cs
@@ -193,13 +193,70 @@ internal static class Vector128Utilities
             return AdvSimd.ConvertToInt32RoundToEven(vector);
         }
 
-        Vector128<float> sign = vector & Vector128.Create(-0.0f);
-        Vector128<float> val_2p23_f32 = sign | Vector128.Create(8388608.0f);
+        Vector128<float> sign = vector & Vector128.Create(-0F);
+        Vector128<float> val_2p23_f32 = sign | Vector128.Create(8388608F);
 
         val_2p23_f32 = (vector + val_2p23_f32) - val_2p23_f32;
         return Vector128.ConvertToInt32(val_2p23_f32 | sign);
     }
 
+    /// <summary>
+    /// Rounds all values in <paramref name="vector"/> to the nearest integer
+    /// following <see cref="MidpointRounding.ToEven"/> semantics.
+    /// </summary>
+    /// <param name="vector">The vector</param>
+    [MethodImpl(MethodImplOptions.AggressiveInlining)]
+    public static Vector128<float> RoundToNearestInteger(Vector128<float> vector)
+    {
+        if (Sse41.IsSupported)
+        {
+            return Sse41.RoundToNearestInteger(vector);
+        }
+
+        if (AdvSimd.IsSupported)
+        {
+            return AdvSimd.RoundToNearest(vector);
+        }
+
+        Vector128<float> sign = vector & Vector128.Create(-0F);
+        Vector128<float> val_2p23_f32 = sign | Vector128.Create(8388608F);
+
+        val_2p23_f32 = (vector + val_2p23_f32) - val_2p23_f32;
+        return val_2p23_f32 | sign;
+    }
+
+    /// <summary>
+    /// Performs a multiplication and an addition of the <see cref="Vector128{Single}"/>.
+    /// </summary>
+    /// <remarks>ret = (vm0 * vm1) + va</remarks>
+    /// <param name="va">The vector to add to the intermediate result.</param>
+    /// <param name="vm0">The first vector to multiply.</param>
+    /// <param name="vm1">The second vector to multiply.</param>
+    /// <returns>The <see cref="Vector256{T}"/>.</returns>
+    [MethodImpl(MethodImplOptions.AggressiveInlining)]
+    public static Vector128<float> MultiplyAdd(
+        Vector128<float> va,
+        Vector128<float> vm0,
+        Vector128<float> vm1)
+    {
+        if (Fma.IsSupported)
+        {
+            return Fma.MultiplyAdd(vm1, vm0, va);
+        }
+
+        if (AdvSimd.IsSupported)
+        {
+            return AdvSimd.Add(AdvSimd.Multiply(vm0, vm1), va);
+        }
+
+        if (Sse.IsSupported)
+        {
+            return Sse.Add(Sse.Multiply(vm0, vm1), va);
+        }
+
+        return va + (vm0 * vm1);
+    }
+
     /// <summary>
     /// Packs signed 16-bit integers to unsigned 8-bit integers and saturates.
     /// </summary>
diff --git a/src/ImageSharp/Common/Helpers/Vector256Utilities.cs b/src/ImageSharp/Common/Helpers/Vector256Utilities.cs
index 6e8c0d1de4..a7366f6dae 100644
--- a/src/ImageSharp/Common/Helpers/Vector256Utilities.cs
+++ b/src/ImageSharp/Common/Helpers/Vector256Utilities.cs
@@ -103,13 +103,60 @@ internal static class Vector256Utilities
             return Vector256.Create(lower, upper);
         }
 
-        Vector256<float> sign = vector & Vector256.Create(-0.0f);
-        Vector256<float> val_2p23_f32 = sign | Vector256.Create(8388608.0f);
+        Vector256<float> sign = vector & Vector256.Create(-0F);
+        Vector256<float> val_2p23_f32 = sign | Vector256.Create(8388608F);
 
         val_2p23_f32 = (vector + val_2p23_f32) - val_2p23_f32;
         return Vector256.ConvertToInt32(val_2p23_f32 | sign);
     }
 
+    /// <summary>
+    /// Rounds all values in <paramref name="vector"/> to the nearest integer
+    /// following <see cref="MidpointRounding.ToEven"/> semantics.
+    /// </summary>
+    /// <param name="vector">The vector</param>
+    [MethodImpl(MethodImplOptions.AggressiveInlining)]
+    public static Vector256<float> RoundToNearestInteger(Vector256<float> vector)
+    {
+        if (Avx.IsSupported)
+        {
+            return Avx.RoundToNearestInteger(vector);
+        }
+
+        Vector256<float> sign = vector & Vector256.Create(-0F);
+        Vector256<float> val_2p23_f32 = sign | Vector256.Create(8388608F);
+
+        val_2p23_f32 = (vector + val_2p23_f32) - val_2p23_f32;
+        return val_2p23_f32 | sign;
+    }
+
+    /// <summary>
+    /// Performs a multiplication and an addition of the <see cref="Vector256{Single}"/>.
+    /// </summary>
+    /// <remarks>ret = (vm0 * vm1) + va</remarks>
+    /// <param name="va">The vector to add to the intermediate result.</param>
+    /// <param name="vm0">The first vector to multiply.</param>
+    /// <param name="vm1">The second vector to multiply.</param>
+    /// <returns>The <see cref="Vector256{T}"/>.</returns>
+    [MethodImpl(MethodImplOptions.AggressiveInlining)]
+    public static Vector256<float> MultiplyAdd(
+        Vector256<float> va,
+        Vector256<float> vm0,
+        Vector256<float> vm1)
+    {
+        if (Fma.IsSupported)
+        {
+            return Fma.MultiplyAdd(vm1, vm0, va);
+        }
+
+        if (Avx.IsSupported)
+        {
+            return Avx.Add(Avx.Multiply(vm0, vm1), va);
+        }
+
+        return va + (vm0 * vm1);
+    }
+
     [DoesNotReturn]
     private static void ThrowUnreachableException() => throw new UnreachableException();
 }
diff --git a/src/ImageSharp/Common/Helpers/Vector512Utilities.cs b/src/ImageSharp/Common/Helpers/Vector512Utilities.cs
index 0165af90ef..77dc944756 100644
--- a/src/ImageSharp/Common/Helpers/Vector512Utilities.cs
+++ b/src/ImageSharp/Common/Helpers/Vector512Utilities.cs
@@ -110,6 +110,43 @@ internal static class Vector512Utilities
         return Vector512.ConvertToInt32(val_2p23_f32 | sign);
     }
 
+    /// <summary>
+    /// Rounds all values in <paramref name="vector"/> to the nearest integer
+    /// following <see cref="MidpointRounding.ToEven"/> semantics.
+    /// </summary>
+    /// <param name="vector">The vector</param>
+    [MethodImpl(MethodImplOptions.AggressiveInlining)]
+    public static Vector512<float> RoundToNearestInteger(Vector512<float> vector)
+    {
+        if (Avx512F.IsSupported)
+        {
+            // imm8 = 0b1000:
+            //   imm8[7:4] = 0b0000 -> preserve 0 fractional bits (round to whole numbers)
+            //   imm8[3:0] = 0b1000 -> _MM_FROUND_TO_NEAREST_INT | _MM_FROUND_NO_EXC (round to nearest even, suppress exceptions)
+            return Avx512F.RoundScale(vector, 0b0000_1000);
+        }
+
+        Vector512<float> sign = vector & Vector512.Create(-0F);
+        Vector512<float> val_2p23_f32 = sign | Vector512.Create(8388608F);
+
+        val_2p23_f32 = (vector + val_2p23_f32) - val_2p23_f32;
+        return val_2p23_f32 | sign;
+    }
+
+    /// <summary>
+    /// Performs a multiplication and an addition of the <see cref="Vector512{Single}"/>.
+    /// </summary>
+    /// <remarks>ret = (vm0 * vm1) + va</remarks>
+    /// <param name="va">The vector to add to the intermediate result.</param>
+    /// <param name="vm0">The first vector to multiply.</param>
+    /// <param name="vm1">The second vector to multiply.</param>
+    /// <returns>The <see cref="Vector256{T}"/>.</returns>
+    [MethodImpl(MethodImplOptions.AggressiveInlining)]
+    public static Vector512<float> MultiplyAdd(
+        Vector512<float> va,
+        Vector512<float> vm0,
+        Vector512<float> vm1) => va + (vm0 * vm1);
+
     [DoesNotReturn]
     private static void ThrowUnreachableException() => throw new UnreachableException();
 }
diff --git a/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.CmykVector.cs b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.CmykVector.cs
index a59be009b7..84b0b16d09 100644
--- a/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.CmykVector.cs
+++ b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.CmykVector.cs
@@ -17,7 +17,7 @@ internal abstract partial class JpegColorConverterBase
         }
 
         /// <inheritdoc/>
-        protected override void ConvertToRgbInplaceVectorized(in ComponentValues values)
+        protected override void ConvertToRgbInPlaceVectorized(in ComponentValues values)
         {
             ref Vector<float> cBase =
                 ref Unsafe.As<float, Vector<float>>(ref MemoryMarshal.GetReference(values.Component0));
@@ -46,7 +46,7 @@ internal abstract partial class JpegColorConverterBase
         }
 
         /// <inheritdoc/>
-        protected override void ConvertToRgbInplaceScalarRemainder(in ComponentValues values)
+        protected override void ConvertToRgbInPlaceScalarRemainder(in ComponentValues values)
              => CmykScalar.ConvertToRgbInplace(values, this.MaximumValue);
 
         /// <inheritdoc/>
diff --git a/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.GrayScaleVector.cs b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.GrayScaleVector.cs
index cac10636f5..b6283084f9 100644
--- a/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.GrayScaleVector.cs
+++ b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.GrayScaleVector.cs
@@ -17,7 +17,7 @@ internal abstract partial class JpegColorConverterBase
         }
 
         /// <inheritdoc/>
-        protected override void ConvertToRgbInplaceVectorized(in ComponentValues values)
+        protected override void ConvertToRgbInPlaceVectorized(in ComponentValues values)
         {
             ref Vector<float> cBase =
                 ref Unsafe.As<float, Vector<float>>(ref MemoryMarshal.GetReference(values.Component0));
@@ -33,7 +33,7 @@ internal abstract partial class JpegColorConverterBase
         }
 
         /// <inheritdoc/>
-        protected override void ConvertToRgbInplaceScalarRemainder(in ComponentValues values)
+        protected override void ConvertToRgbInPlaceScalarRemainder(in ComponentValues values)
             => GrayscaleScalar.ConvertToRgbInplace(values.Component0, this.MaximumValue);
 
         /// <inheritdoc/>
diff --git a/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.RgbVector.cs b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.RgbVector.cs
index bd3142fa13..5fabc80c78 100644
--- a/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.RgbVector.cs
+++ b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.RgbVector.cs
@@ -17,7 +17,7 @@ internal abstract partial class JpegColorConverterBase
         }
 
         /// <inheritdoc/>
-        protected override void ConvertToRgbInplaceVectorized(in ComponentValues values)
+        protected override void ConvertToRgbInPlaceVectorized(in ComponentValues values)
         {
             ref Vector<float> rBase =
                 ref Unsafe.As<float, Vector<float>>(ref MemoryMarshal.GetReference(values.Component0));
@@ -41,7 +41,7 @@ internal abstract partial class JpegColorConverterBase
         }
 
         /// <inheritdoc/>
-        protected override void ConvertToRgbInplaceScalarRemainder(in ComponentValues values)
+        protected override void ConvertToRgbInPlaceScalarRemainder(in ComponentValues values)
             => RgbScalar.ConvertToRgbInplace(values, this.MaximumValue);
 
         /// <inheritdoc/>
diff --git a/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.YCbCrVector.cs b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.YCbCrVector.cs
index e3700b2ca6..92ff71b101 100644
--- a/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.YCbCrVector.cs
+++ b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.YCbCrVector.cs
@@ -18,7 +18,7 @@ internal abstract partial class JpegColorConverterBase
         }
 
         /// <inheritdoc/>
-        protected override void ConvertToRgbInplaceVectorized(in ComponentValues values)
+        protected override void ConvertToRgbInPlaceVectorized(in ComponentValues values)
         {
             ref Vector<float> c0Base =
                 ref Unsafe.As<float, Vector<float>>(ref MemoryMarshal.GetReference(values.Component0));
@@ -69,7 +69,7 @@ internal abstract partial class JpegColorConverterBase
         }
 
         /// <inheritdoc/>
-        protected override void ConvertToRgbInplaceScalarRemainder(in ComponentValues values)
+        protected override void ConvertToRgbInPlaceScalarRemainder(in ComponentValues values)
             => YCbCrScalar.ConvertToRgbInplace(values, this.MaximumValue, this.HalfValue);
 
         /// <inheritdoc/>
diff --git a/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.YCbCrVector128.cs b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.YCbCrVector128.cs
new file mode 100644
index 0000000000..95e3167cc4
--- /dev/null
+++ b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.YCbCrVector128.cs
@@ -0,0 +1,116 @@
+// Copyright (c) Six Labors.
+// Licensed under the Six Labors Split License.
+
+using System.Runtime.CompilerServices;
+using System.Runtime.InteropServices;
+using System.Runtime.Intrinsics;
+using SixLabors.ImageSharp.Common.Helpers;
+
+namespace SixLabors.ImageSharp.Formats.Jpeg.Components;
+
+internal abstract partial class JpegColorConverterBase
+{
+    internal sealed class YCbCrVector128 : JpegColorConverterVector128
+    {
+        public YCbCrVector128(int precision)
+            : base(JpegColorSpace.YCbCr, precision)
+        {
+        }
+
+        /// <inheritdoc/>
+        public override void ConvertToRgbInPlace(in ComponentValues values)
+        {
+            ref Vector128<float> c0Base =
+                ref Unsafe.As<float, Vector128<float>>(ref MemoryMarshal.GetReference(values.Component0));
+            ref Vector128<float> c1Base =
+                ref Unsafe.As<float, Vector128<float>>(ref MemoryMarshal.GetReference(values.Component1));
+            ref Vector128<float> c2Base =
+                ref Unsafe.As<float, Vector128<float>>(ref MemoryMarshal.GetReference(values.Component2));
+
+            Vector128<float> chromaOffset = Vector128.Create(-this.HalfValue);
+            Vector128<float> scale = Vector128.Create(1 / this.MaximumValue);
+            Vector128<float> rCrMult = Vector128.Create(YCbCrScalar.RCrMult);
+            Vector128<float> gCbMult = Vector128.Create(-YCbCrScalar.GCbMult);
+            Vector128<float> gCrMult = Vector128.Create(-YCbCrScalar.GCrMult);
+            Vector128<float> bCbMult = Vector128.Create(YCbCrScalar.BCbMult);
+
+            // Walking 8 elements at one step:
+            nuint n = values.Component0.Vector128Count<float>();
+            for (nuint i = 0; i < n; i++)
+            {
+                // y = yVals[i];
+                // cb = cbVals[i] - 128F;
+                // cr = crVals[i] - 128F;
+                ref Vector128<float> c0 = ref Unsafe.Add(ref c0Base, i);
+                ref Vector128<float> c1 = ref Unsafe.Add(ref c1Base, i);
+                ref Vector128<float> c2 = ref Unsafe.Add(ref c2Base, i);
+
+                Vector128<float> y = c0;
+                Vector128<float> cb = c1 + chromaOffset;
+                Vector128<float> cr = c2 + chromaOffset;
+
+                // r = y + (1.402F * cr);
+                // g = y - (0.344136F * cb) - (0.714136F * cr);
+                // b = y + (1.772F * cb);
+                Vector128<float> r = Vector128Utilities.MultiplyAdd(y, cr, rCrMult);
+                Vector128<float> g = Vector128Utilities.MultiplyAdd(Vector128Utilities.MultiplyAdd(y, cb, gCbMult), cr, gCrMult);
+                Vector128<float> b = Vector128Utilities.MultiplyAdd(y, cb, bCbMult);
+
+                r = Vector128Utilities.RoundToNearestInteger(r) * scale;
+                g = Vector128Utilities.RoundToNearestInteger(g) * scale;
+                b = Vector128Utilities.RoundToNearestInteger(b) * scale;
+
+                c0 = r;
+                c1 = g;
+                c2 = b;
+            }
+        }
+
+        /// <inheritdoc/>
+        public override void ConvertFromRgb(in ComponentValues values, Span<float> rLane, Span<float> gLane, Span<float> bLane)
+        {
+            ref Vector128<float> destY =
+                ref Unsafe.As<float, Vector128<float>>(ref MemoryMarshal.GetReference(values.Component0));
+            ref Vector128<float> destCb =
+                ref Unsafe.As<float, Vector128<float>>(ref MemoryMarshal.GetReference(values.Component1));
+            ref Vector128<float> destCr =
+                ref Unsafe.As<float, Vector128<float>>(ref MemoryMarshal.GetReference(values.Component2));
+
+            ref Vector128<float> srcR =
+                ref Unsafe.As<float, Vector128<float>>(ref MemoryMarshal.GetReference(rLane));
+            ref Vector128<float> srcG =
+                ref Unsafe.As<float, Vector128<float>>(ref MemoryMarshal.GetReference(gLane));
+            ref Vector128<float> srcB =
+                ref Unsafe.As<float, Vector128<float>>(ref MemoryMarshal.GetReference(bLane));
+
+            Vector128<float> chromaOffset = Vector128.Create(this.HalfValue);
+            Vector128<float> f0299 = Vector128.Create(0.299f);
+            Vector128<float> f0587 = Vector128.Create(0.587f);
+            Vector128<float> f0114 = Vector128.Create(0.114f);
+            Vector128<float> fn0168736 = Vector128.Create(-0.168736f);
+            Vector128<float> fn0331264 = Vector128.Create(-0.331264f);
+            Vector128<float> fn0418688 = Vector128.Create(-0.418688f);
+            Vector128<float> fn0081312F = Vector128.Create(-0.081312F);
+            Vector128<float> f05 = Vector128.Create(0.5f);
+
+            nuint n = values.Component0.Vector128Count<float>();
+            for (nuint i = 0; i < n; i++)
+            {
+                Vector128<float> r = Unsafe.Add(ref srcR, i);
+                Vector128<float> g = Unsafe.Add(ref srcG, i);
+                Vector128<float> b = Unsafe.Add(ref srcB, i);
+
+                // y  =   0 + (0.299 * r) + (0.587 * g) + (0.114 * b)
+                // cb = 128 - (0.168736 * r) - (0.331264 * g) + (0.5 * b)
+                // cr = 128 + (0.5 * r) - (0.418688 * g) - (0.081312 * b)
+                Vector128<float> y = Vector128Utilities.MultiplyAdd(Vector128Utilities.MultiplyAdd(f0114 * b, f0587, g), f0299, r);
+                Vector128<float> cb = chromaOffset + Vector128Utilities.MultiplyAdd(Vector128Utilities.MultiplyAdd(f05 * b, fn0331264, g), fn0168736, r);
+                Vector128<float> cr = chromaOffset + Vector128Utilities.MultiplyAdd(Vector128Utilities.MultiplyAdd(fn0081312F * b, fn0418688, g), f05, r);
+
+                Unsafe.Add(ref destY, i) = y;
+                Unsafe.Add(ref destCb, i) = cb;
+                Unsafe.Add(ref destCr, i) = cr;
+            }
+        }
+    }
+}
diff --git a/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.YCbCrVector256.cs b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.YCbCrVector256.cs
new file mode 100644
index 0000000000..8d8e234685
--- /dev/null
+++ b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.YCbCrVector256.cs
@@ -0,0 +1,116 @@
+// Copyright (c) Six Labors.
+// Licensed under the Six Labors Split License.
+
+using System.Runtime.CompilerServices;
+using System.Runtime.InteropServices;
+using System.Runtime.Intrinsics;
+using SixLabors.ImageSharp.Common.Helpers;
+
+namespace SixLabors.ImageSharp.Formats.Jpeg.Components;
+
+internal abstract partial class JpegColorConverterBase
+{
+    internal sealed class YCbCrVector256 : JpegColorConverterVector256
+    {
+        public YCbCrVector256(int precision)
+            : base(JpegColorSpace.YCbCr, precision)
+        {
+        }
+
+        /// <inheritdoc/>
+        public override void ConvertToRgbInPlace(in ComponentValues values)
+        {
+            ref Vector256<float> c0Base =
+                ref Unsafe.As<float, Vector256<float>>(ref MemoryMarshal.GetReference(values.Component0));
+            ref Vector256<float> c1Base =
+                ref Unsafe.As<float, Vector256<float>>(ref MemoryMarshal.GetReference(values.Component1));
+            ref Vector256<float> c2Base =
+                ref Unsafe.As<float, Vector256<float>>(ref MemoryMarshal.GetReference(values.Component2));
+
+            Vector256<float> chromaOffset = Vector256.Create(-this.HalfValue);
+            Vector256<float> scale = Vector256.Create(1 / this.MaximumValue);
+            Vector256<float> rCrMult = Vector256.Create(YCbCrScalar.RCrMult);
+            Vector256<float> gCbMult = Vector256.Create(-YCbCrScalar.GCbMult);
+            Vector256<float> gCrMult = Vector256.Create(-YCbCrScalar.GCrMult);
+            Vector256<float> bCbMult = Vector256.Create(YCbCrScalar.BCbMult);
+
+            // Walking 8 elements at one step:
+            nuint n = values.Component0.Vector256Count<float>();
+            for (nuint i = 0; i < n; i++)
+            {
+                // y = yVals[i];
+                // cb = cbVals[i] - 128F;
+                // cr = crVals[i] - 128F;
+                ref Vector256<float> c0 = ref Unsafe.Add(ref c0Base, i);
+                ref Vector256<float> c1 = ref Unsafe.Add(ref c1Base, i);
+                ref Vector256<float> c2 = ref Unsafe.Add(ref c2Base, i);
+
+                Vector256<float> y = c0;
+                Vector256<float> cb = c1 + chromaOffset;
+                Vector256<float> cr = c2 + chromaOffset;
+
+                // r = y + (1.402F * cr);
+                // g = y - (0.344136F * cb) - (0.714136F * cr);
+                // b = y + (1.772F * cb);
+                Vector256<float> r = Vector256Utilities.MultiplyAdd(y, cr, rCrMult);
+                Vector256<float> g = Vector256Utilities.MultiplyAdd(Vector256Utilities.MultiplyAdd(y, cb, gCbMult), cr, gCrMult);
+                Vector256<float> b = Vector256Utilities.MultiplyAdd(y, cb, bCbMult);
+
+                r = Vector256Utilities.RoundToNearestInteger(r) * scale;
+                g = Vector256Utilities.RoundToNearestInteger(g) * scale;
+                b = Vector256Utilities.RoundToNearestInteger(b) * scale;
+
+                c0 = r;
+                c1 = g;
+                c2 = b;
+            }
+        }
+
+        /// <inheritdoc/>
+        public override void ConvertFromRgb(in ComponentValues values, Span<float> rLane, Span<float> gLane, Span<float> bLane)
+        {
+            ref Vector256<float> destY =
+                ref Unsafe.As<float, Vector256<float>>(ref MemoryMarshal.GetReference(values.Component0));
+            ref Vector256<float> destCb =
+                ref Unsafe.As<float, Vector256<float>>(ref MemoryMarshal.GetReference(values.Component1));
+            ref Vector256<float> destCr =
+                ref Unsafe.As<float, Vector256<float>>(ref MemoryMarshal.GetReference(values.Component2));
+
+            ref Vector256<float> srcR =
+                ref Unsafe.As<float, Vector256<float>>(ref MemoryMarshal.GetReference(rLane));
+            ref Vector256<float> srcG =
+                ref Unsafe.As<float, Vector256<float>>(ref MemoryMarshal.GetReference(gLane));
+            ref Vector256<float> srcB =
+                ref Unsafe.As<float, Vector256<float>>(ref MemoryMarshal.GetReference(bLane));
+
+            Vector256<float> chromaOffset = Vector256.Create(this.HalfValue);
+            Vector256<float> f0299 = Vector256.Create(0.299f);
+            Vector256<float> f0587 = Vector256.Create(0.587f);
+            Vector256<float> f0114 = Vector256.Create(0.114f);
+            Vector256<float> fn0168736 = Vector256.Create(-0.168736f);
+            Vector256<float> fn0331264 = Vector256.Create(-0.331264f);
+            Vector256<float> fn0418688 = Vector256.Create(-0.418688f);
+            Vector256<float> fn0081312F = Vector256.Create(-0.081312F);
+            Vector256<float> f05 = Vector256.Create(0.5f);
+
+            nuint n = values.Component0.Vector256Count<float>();
+            for (nuint i = 0; i < n; i++)
+            {
+                Vector256<float> r = Unsafe.Add(ref srcR, i);
+                Vector256<float> g = Unsafe.Add(ref srcG, i);
+                Vector256<float> b = Unsafe.Add(ref srcB, i);
+
+                // y  =   0 + (0.299 * r) + (0.587 * g) + (0.114 * b)
+                // cb = 128 - (0.168736 * r) - (0.331264 * g) + (0.5 * b)
+                // cr = 128 + (0.5 * r) - (0.418688 * g) - (0.081312 * b)
+                Vector256<float> y = Vector256Utilities.MultiplyAdd(Vector256Utilities.MultiplyAdd(f0114 * b, f0587, g), f0299, r);
+                Vector256<float> cb = chromaOffset + Vector256Utilities.MultiplyAdd(Vector256Utilities.MultiplyAdd(f05 * b, fn0331264, g), fn0168736, r);
+                Vector256<float> cr = chromaOffset + Vector256Utilities.MultiplyAdd(Vector256Utilities.MultiplyAdd(fn0081312F * b, fn0418688, g), f05, r);
+
+                Unsafe.Add(ref destY, i) = y;
+                Unsafe.Add(ref destCb, i) = cb;
+                Unsafe.Add(ref destCr, i) = cr;
+            }
+        }
+    }
+}
diff --git a/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.YCbCrVector512.cs b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.YCbCrVector512.cs
new file mode 100644
index 0000000000..79ad03512a
--- /dev/null
+++ b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.YCbCrVector512.cs
@@ -0,0 +1,123 @@
+// Copyright (c) Six Labors.
+// Licensed under the Six Labors Split License.
+
+using System.Runtime.CompilerServices;
+using System.Runtime.InteropServices;
+using System.Runtime.Intrinsics;
+using SixLabors.ImageSharp.Common.Helpers;
+
+namespace SixLabors.ImageSharp.Formats.Jpeg.Components;
+
+internal abstract partial class JpegColorConverterBase
+{
+    internal sealed class YCbCrVector512 : JpegColorConverterVector512
+    {
+        public YCbCrVector512(int precision)
+            : base(JpegColorSpace.YCbCr, precision)
+        {
+        }
+
+        /// <inheritdoc/>
+        protected override void ConvertToRgbInPlaceVectorized(in ComponentValues values)
+        {
+            ref Vector512<float> c0Base =
+                ref Unsafe.As<float, Vector512<float>>(ref MemoryMarshal.GetReference(values.Component0));
+            ref Vector512<float> c1Base =
+                ref Unsafe.As<float, Vector512<float>>(ref MemoryMarshal.GetReference(values.Component1));
+            ref Vector512<float> c2Base =
+                ref Unsafe.As<float, Vector512<float>>(ref MemoryMarshal.GetReference(values.Component2));
+
+            Vector512<float> chromaOffset = Vector512.Create(-this.HalfValue);
+            Vector512<float> scale = Vector512.Create(1 / this.MaximumValue);
+            Vector512<float> rCrMult = Vector512.Create(YCbCrScalar.RCrMult);
+            Vector512<float> gCbMult = Vector512.Create(-YCbCrScalar.GCbMult);
+            Vector512<float> gCrMult = Vector512.Create(-YCbCrScalar.GCrMult);
+            Vector512<float> bCbMult = Vector512.Create(YCbCrScalar.BCbMult);
+
+            nuint n = values.Component0.Vector512Count<float>();
+            for (nuint i = 0; i < n; i++)
+            {
+                // y = yVals[i];
+                // cb = cbVals[i] - 128F;
+                // cr = crVals[i] - 128F;
+                ref Vector512<float> c0 = ref Unsafe.Add(ref c0Base, i);
+                ref Vector512<float> c1 = ref Unsafe.Add(ref c1Base, i);
+                ref Vector512<float> c2 = ref Unsafe.Add(ref c2Base, i);
+
+                Vector512<float> y = c0;
+                Vector512<float> cb = c1 + chromaOffset;
+                Vector512<float> cr = c2 + chromaOffset;
+
+                // r = y + (1.402F * cr);
+                // g = y - (0.344136F * cb) - (0.714136F * cr);
+                // b = y + (1.772F * cb);
+                Vector512<float> r = Vector512Utilities.MultiplyAdd(y, cr, rCrMult);
+                Vector512<float> g = Vector512Utilities.MultiplyAdd(Vector512Utilities.MultiplyAdd(y, cb, gCbMult), cr, gCrMult);
+                Vector512<float> b = Vector512Utilities.MultiplyAdd(y, cb, bCbMult);
+
+                r = Vector512Utilities.RoundToNearestInteger(r) * scale;
+                g = Vector512Utilities.RoundToNearestInteger(g) * scale;
+                b = Vector512Utilities.RoundToNearestInteger(b) * scale;
+
+                c0 = r;
+                c1 = g;
+                c2 = b;
+            }
+        }
+
+        /// <inheritdoc/>
+        protected override void ConvertFromRgbVectorized(in ComponentValues values, Span<float> rLane, Span<float> gLane, Span<float> bLane)
+        {
+            ref Vector512<float> destY =
+                ref Unsafe.As<float, Vector512<float>>(ref MemoryMarshal.GetReference(values.Component0));
+            ref Vector512<float> destCb =
+                ref Unsafe.As<float, Vector512<float>>(ref MemoryMarshal.GetReference(values.Component1));
+            ref Vector512<float> destCr =
+                ref Unsafe.As<float, Vector512<float>>(ref MemoryMarshal.GetReference(values.Component2));
+
+            ref Vector512<float> srcR =
+                ref Unsafe.As<float, Vector512<float>>(ref MemoryMarshal.GetReference(rLane));
+            ref Vector512<float> srcG =
+                ref Unsafe.As<float, Vector512<float>>(ref MemoryMarshal.GetReference(gLane));
+            ref Vector512<float> srcB =
+                ref Unsafe.As<float, Vector512<float>>(ref MemoryMarshal.GetReference(bLane));
+
+            Vector512<float> chromaOffset = Vector512.Create(this.HalfValue);
+            Vector512<float> f0299 = Vector512.Create(0.299f);
+            Vector512<float> f0587 = Vector512.Create(0.587f);
+            Vector512<float> f0114 = Vector512.Create(0.114f);
+            Vector512<float> fn0168736 = Vector512.Create(-0.168736f);
+            Vector512<float> fn0331264 = Vector512.Create(-0.331264f);
+            Vector512<float> fn0418688 = Vector512.Create(-0.418688f);
+            Vector512<float> fn0081312F = Vector512.Create(-0.081312F);
+            Vector512<float> f05 = Vector512.Create(0.5f);
+
+            nuint n = values.Component0.Vector512Count<float>();
+            for (nuint i = 0; i < n; i++)
+            {
+                Vector512<float> r = Unsafe.Add(ref srcR, i);
+                Vector512<float> g = Unsafe.Add(ref srcG, i);
+                Vector512<float> b = Unsafe.Add(ref srcB, i);
+
+                // y  =   0 + (0.299 * r) + (0.587 * g) + (0.114 * b)
+                // cb = 128 - (0.168736 * r) - (0.331264 * g) + (0.5 * b)
+                // cr = 128 + (0.5 * r) - (0.418688 * g) - (0.081312 * b)
+                Vector512<float> y = Vector512Utilities.MultiplyAdd(Vector512Utilities.MultiplyAdd(f0114 * b, f0587, g), f0299, r);
+                Vector512<float> cb = chromaOffset + Vector512Utilities.MultiplyAdd(Vector512Utilities.MultiplyAdd(f05 * b, fn0331264, g), fn0168736, r);
+                Vector512<float> cr = chromaOffset + Vector512Utilities.MultiplyAdd(Vector512Utilities.MultiplyAdd(fn0081312F * b, fn0418688, g), f05, r);
+
+                Unsafe.Add(ref destY, i) = y;
+                Unsafe.Add(ref destCb, i) = cb;
+                Unsafe.Add(ref destCr, i) = cr;
+            }
+        }
+
+        /// <inheritdoc/>
+        protected override void ConvertToRgbInPlaceScalarRemainder(in ComponentValues values)
+            => YCbCrScalar.ConvertToRgbInplace(values, this.MaximumValue, this.HalfValue);
+
+        /// <inheritdoc/>
+        protected override void ConvertFromRgbScalarRemainder(in ComponentValues values, Span<float> rLane, Span<float> gLane, Span<float> bLane)
+            => YCbCrScalar.ConvertFromRgb(values, this.HalfValue, rLane, gLane, bLane);
+    }
+}
diff --git a/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.YccKVector.cs b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.YccKVector.cs
index 535e5f1253..5d57d0e541 100644
--- a/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.YccKVector.cs
+++ b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverter.YccKVector.cs
@@ -17,7 +17,7 @@ internal abstract partial class JpegColorConverterBase
         }
 
         /// <inheritdoc/>
-        protected override void ConvertToRgbInplaceVectorized(in ComponentValues values)
+        protected override void ConvertToRgbInPlaceVectorized(in ComponentValues values)
         {
             ref Vector<float> c0Base =
                 ref Unsafe.As<float, Vector<float>>(ref MemoryMarshal.GetReference(values.Component0));
@@ -70,7 +70,7 @@ internal abstract partial class JpegColorConverterBase
         }
 
         /// <inheritdoc/>
-        protected override void ConvertToRgbInplaceScalarRemainder(in ComponentValues values)
+        protected override void ConvertToRgbInPlaceScalarRemainder(in ComponentValues values)
             => YccKScalar.ConvertToRgpInplace(values, this.MaximumValue, this.HalfValue);
 
         /// <inheritdoc/>
diff --git a/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverterBase.cs b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverterBase.cs
index 581919e72c..5681153a10 100644
--- a/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverterBase.cs
+++ b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverterBase.cs
@@ -116,6 +116,21 @@ internal abstract partial class JpegColorConverterBase
     /// <param name="precision">The precision in bits.</param>
     private static JpegColorConverterBase GetYCbCrConverter(int precision)
     {
+        if (JpegColorConverterVector512.IsSupported)
+        {
+            return new YCbCrVector512(precision);
+        }
+
+        if (JpegColorConverterVector256.IsSupported)
+        {
+            return new YCbCrVector256(precision);
+        }
+
+        if (JpegColorConverterVector128.IsSupported)
+        {
+            return new YCbCrVector128(precision);
+        }
+
         if (JpegColorConverterVector.IsSupported)
         {
             return new YCbCrVector(precision);
diff --git a/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverterVector.cs b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverterVector.cs
index 1c37f5eef2..f3c3eb8db5 100644
--- a/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverterVector.cs
+++ b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverterVector.cs
@@ -46,7 +46,7 @@ internal abstract partial class JpegColorConverterBase
             int simdCount = length - remainder;
             if (simdCount > 0)
             {
-                this.ConvertToRgbInplaceVectorized(values.Slice(0, simdCount));
+                this.ConvertToRgbInPlaceVectorized(values.Slice(0, simdCount));
             }
 
             // Jpeg images width is always divisible by 8 without a remainder
@@ -56,12 +56,12 @@ internal abstract partial class JpegColorConverterBase
             // remainder pixels
             if (remainder > 0)
             {
-                this.ConvertToRgbInplaceScalarRemainder(values.Slice(simdCount, remainder));
+                this.ConvertToRgbInPlaceScalarRemainder(values.Slice(simdCount, remainder));
             }
         }
 
         /// <inheritdoc/>
-        public sealed override void ConvertFromRgb(in ComponentValues values, Span<float> r, Span<float> g, Span<float> b)
+        public sealed override void ConvertFromRgb(in ComponentValues values, Span<float> rLane, Span<float> gLane, Span<float> bLane)
         {
             DebugGuard.IsTrue(this.IsAvailable, $"{this.GetType().Name} converter is not supported on current hardware.");
 
@@ -73,9 +73,9 @@ internal abstract partial class JpegColorConverterBase
             {
                 this.ConvertFromRgbVectorized(
                     values.Slice(0, simdCount),
-                    r.Slice(0, simdCount),
-                    g.Slice(0, simdCount),
-                    b.Slice(0, simdCount));
+                    rLane[..simdCount],
+                    gLane[..simdCount],
+                    bLane[..simdCount]);
             }
 
             // Jpeg images width is always divisible by 8 without a remainder
@@ -87,25 +87,25 @@ internal abstract partial class JpegColorConverterBase
             {
                 this.ConvertFromRgbScalarRemainder(
                     values.Slice(simdCount, remainder),
-                    r.Slice(simdCount, remainder),
-                    g.Slice(simdCount, remainder),
-                    b.Slice(simdCount, remainder));
+                    rLane.Slice(simdCount, remainder),
+                    gLane.Slice(simdCount, remainder),
+                    bLane.Slice(simdCount, remainder));
             }
         }
 
         /// <summary>
         /// Converts planar jpeg component values in <paramref name="values"/>
-        /// to RGB color space inplace using <see cref="Vector"/> API.
+        /// to RGB color space in place using <see cref="Vector"/> API.
         /// </summary>
-        /// <param name="values">The input/ouptut as a stack-only <see cref="ComponentValues"/> struct</param>
-        protected abstract void ConvertToRgbInplaceVectorized(in ComponentValues values);
+        /// <param name="values">The input/output as a stack-only <see cref="ComponentValues"/> struct</param>
+        protected abstract void ConvertToRgbInPlaceVectorized(in ComponentValues values);
 
         /// <summary>
         /// Converts remainder of the planar jpeg component values after
-        /// conversion in <see cref="ConvertToRgbInplaceVectorized(in ComponentValues)"/>.
+        /// conversion in <see cref="ConvertToRgbInPlaceVectorized(in ComponentValues)"/>.
         /// </summary>
-        /// <param name="values">The input/ouptut as a stack-only <see cref="ComponentValues"/> struct</param>
-        protected abstract void ConvertToRgbInplaceScalarRemainder(in ComponentValues values);
+        /// <param name="values">The input/output as a stack-only <see cref="ComponentValues"/> struct</param>
+        protected abstract void ConvertToRgbInPlaceScalarRemainder(in ComponentValues values);
 
         /// <summary>
         /// Converts RGB lanes to jpeg component values using <see cref="Vector"/> API.
diff --git a/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverterVector128.cs b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverterVector128.cs
new file mode 100644
index 0000000000..35458a9a00
--- /dev/null
+++ b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverterVector128.cs
@@ -0,0 +1,34 @@
+// Copyright (c) Six Labors.
+// Licensed under the Six Labors Split License.
+
+using System.Runtime.Intrinsics;
+
+namespace SixLabors.ImageSharp.Formats.Jpeg.Components;
+
+internal abstract partial class JpegColorConverterBase
+{
+    /// <summary>
+    /// <see cref="JpegColorConverterBase"/> abstract base for implementations
+    /// based on <see cref="Vector128{T}"/> instructions.
+    /// </summary>
+    /// <remarks>
+    /// Converters of this family would expect input buffers lengths to be
+    /// divisible by 8 without a remainder.
+    /// This is guaranteed by real-life data as jpeg stores pixels via 8x8 blocks.
+    /// DO NOT pass test data of invalid size to these converters as they
+    /// potentially won't do a bound check and return a false positive result.
+    /// </remarks>
+    internal abstract class JpegColorConverterVector128 : JpegColorConverterBase
+    {
+        protected JpegColorConverterVector128(JpegColorSpace colorSpace, int precision)
+            : base(colorSpace, precision)
+        {
+        }
+
+        public static bool IsSupported => Vector128.IsHardwareAccelerated && Vector128<float>.IsSupported;
+
+        public sealed override bool IsAvailable => IsSupported;
+
+        public sealed override int ElementsPerBatch => Vector128<float>.Count;
+    }
+}
diff --git a/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverterVector256.cs b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverterVector256.cs
new file mode 100644
index 0000000000..14442383ae
--- /dev/null
+++ b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverterVector256.cs
@@ -0,0 +1,34 @@
+// Copyright (c) Six Labors.
+// Licensed under the Six Labors Split License.
+
+using System.Runtime.Intrinsics;
+
+namespace SixLabors.ImageSharp.Formats.Jpeg.Components;
+
+internal abstract partial class JpegColorConverterBase
+{
+    /// <summary>
+    /// <see cref="JpegColorConverterBase"/> abstract base for implementations
+    /// based on <see cref="Vector256{T}"/> instructions.
+    /// </summary>
+    /// <remarks>
+    /// Converters of this family would expect input buffers lengths to be
+    /// divisible by 8 without a remainder.
+    /// This is guaranteed by real-life data as jpeg stores pixels via 8x8 blocks.
+    /// DO NOT pass test data of invalid size to these converters as they
+    /// potentially won't do a bound check and return a false positive result.
+    /// </remarks>
+    internal abstract class JpegColorConverterVector256 : JpegColorConverterBase
+    {
+        protected JpegColorConverterVector256(JpegColorSpace colorSpace, int precision)
+            : base(colorSpace, precision)
+        {
+        }
+
+        public static bool IsSupported => Vector256.IsHardwareAccelerated && Vector256<float>.IsSupported;
+
+        public sealed override bool IsAvailable => IsSupported;
+
+        public sealed override int ElementsPerBatch => Vector256<float>.Count;
+    }
+}
diff --git a/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverterVector512.cs b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverterVector512.cs
new file mode 100644
index 0000000000..e916ea5aa1
--- /dev/null
+++ b/src/ImageSharp/Formats/Jpeg/Components/ColorConverters/JpegColorConverterVector512.cs
@@ -0,0 +1,111 @@
+// Copyright (c) Six Labors.
+// Licensed under the Six Labors Split License.
+
+using System.Numerics;
+using System.Runtime.Intrinsics;
+
+namespace SixLabors.ImageSharp.Formats.Jpeg.Components;
+
+internal abstract partial class JpegColorConverterBase
+{
+    /// <summary>
+    /// <see cref="JpegColorConverterBase"/> abstract base for implementations
+    /// based on <see cref="Vector512{T}"/> instructions.
+    /// </summary>
+    internal abstract class JpegColorConverterVector512 : JpegColorConverterBase
+    {
+        protected JpegColorConverterVector512(JpegColorSpace colorSpace, int precision)
+            : base(colorSpace, precision)
+        {
+        }
+
+        public static bool IsSupported => Vector512.IsHardwareAccelerated && Vector512<float>.IsSupported;
+
+        /// <inheritdoc/>
+        public override bool IsAvailable => IsSupported;
+
+        /// <inheritdoc/>
+        public override int ElementsPerBatch => Vector512<float>.Count;
+
+        /// <inheritdoc/>
+        public sealed override void ConvertFromRgb(in ComponentValues values, Span<float> rLane, Span<float> gLane, Span<float> bLane)
+        {
+            DebugGuard.IsTrue(this.IsAvailable, $"{this.GetType().Name} converter is not supported on current hardware.");
+
+            int length = values.Component0.Length;
+            int remainder = (int)((uint)length % (uint)Vector512<float>.Count);
+
+            int simdCount = length - remainder;
+            if (simdCount > 0)
+            {
+                this.ConvertFromRgbVectorized(
+                    values.Slice(0, simdCount),
+                    rLane[..simdCount],
+                    gLane[..simdCount],
+                    bLane[..simdCount]);
+            }
+
+            if (remainder > 0)
+            {
+                this.ConvertFromRgbScalarRemainder(
+                    values.Slice(simdCount, remainder),
+                    rLane.Slice(simdCount, remainder),
+                    gLane.Slice(simdCount, remainder),
+                    bLane.Slice(simdCount, remainder));
+            }
+        }
+
+        /// <inheritdoc/>
+        public sealed override void ConvertToRgbInPlace(in ComponentValues values)
+        {
+            DebugGuard.IsTrue(this.IsAvailable, $"{this.GetType().Name} converter is not supported on current hardware.");
+
+            int length = values.Component0.Length;
+            int remainder = (int)((uint)length % (uint)Vector512<float>.Count);
+
+            int simdCount = length - remainder;
+            if (simdCount > 0)
+            {
+                this.ConvertToRgbInPlaceVectorized(values.Slice(0, simdCount));
+            }
+
+            if (remainder > 0)
+            {
+                this.ConvertToRgbInPlaceScalarRemainder(values.Slice(simdCount, remainder));
+            }
+        }
+
+        /// <summary>
+        /// Converts planar jpeg component values in <paramref name="values"/>
+        /// to RGB color space in place using <see cref="Vector"/> API.
+        /// </summary>
+        /// <param name="values">The input/output as a stack-only <see cref="ComponentValues"/> struct</param>
+        protected abstract void ConvertToRgbInPlaceVectorized(in ComponentValues values);
+
+        /// <summary>
+        /// Converts remainder of the planar jpeg component values after
+        /// conversion in <see cref="ConvertToRgbInPlaceVectorized(in ComponentValues)"/>.
+        /// </summary>
+        /// <param name="values">The input/output as a stack-only <see cref="ComponentValues"/> struct</param>
+        protected abstract void ConvertToRgbInPlaceScalarRemainder(in ComponentValues values);
+
+        /// <summary>
+        /// Converts RGB lanes to jpeg component values using <see cref="Vector"/> API.
+        /// </summary>
+        /// <param name="values">Jpeg component values.</param>
+        /// <param name="rLane">Red colors lane.</param>
+        /// <param name="gLane">Green colors lane.</param>
+        /// <param name="bLane">Blue colors lane.</param>
+        protected abstract void ConvertFromRgbVectorized(in ComponentValues values, Span<float> rLane, Span<float> gLane, Span<float> bLane);
+
+        /// <summary>
+        /// Converts remainder of RGB lanes to jpeg component values after
+        ///  conversion in <see cref="ConvertFromRgbVectorized(in ComponentValues, Span{float}, Span{float}, Span{float})"/>.
+        /// </summary>
+        /// <param name="values">Jpeg component values.</param>
+        /// <param name="rLane">Red colors lane.</param>
+        /// <param name="gLane">Green colors lane.</param>
+        /// <param name="bLane">Blue colors lane.</param>
+        protected abstract void ConvertFromRgbScalarRemainder(in ComponentValues values, Span<float> rLane, Span<float> gLane, Span<float> bLane);
+    }
+}
diff --git a/tests/ImageSharp.Benchmarks/Codecs/Jpeg/ColorConversion/YCbCrColorConversion.cs b/tests/ImageSharp.Benchmarks/Codecs/Jpeg/ColorConversion/YCbCrColorConversion.cs
index eb9224fee9..897ef9375d 100644
--- a/tests/ImageSharp.Benchmarks/Codecs/Jpeg/ColorConversion/YCbCrColorConversion.cs
+++ b/tests/ImageSharp.Benchmarks/Codecs/Jpeg/ColorConversion/YCbCrColorConversion.cs
@@ -17,7 +17,7 @@ public class YCbCrColorConversion : ColorConversionBenchmark
     [Benchmark]
     public void Scalar()
     {
-        var values = new JpegColorConverterBase.ComponentValues(this.Input, 0);
+        JpegColorConverterBase.ComponentValues values = new(this.Input, 0);
 
         new JpegColorConverterBase.YCbCrScalar(8).ConvertToRgbInPlace(values);
     }
@@ -25,8 +25,32 @@ public class YCbCrColorConversion : ColorConversionBenchmark
     [Benchmark]
     public void SimdVector8()
     {
-        var values = new JpegColorConverterBase.ComponentValues(this.Input, 0);
+        JpegColorConverterBase.ComponentValues values = new(this.Input, 0);
 
         new JpegColorConverterBase.YCbCrVector(8).ConvertToRgbInPlace(values);
     }
+
+    [Benchmark]
+    public void SimdVector128()
+    {
+        JpegColorConverterBase.ComponentValues values = new(this.Input, 0);
+
+        new JpegColorConverterBase.YCbCrVector128(8).ConvertToRgbInPlace(values);
+    }
+
+    [Benchmark]
+    public void SimdVector256()
+    {
+        JpegColorConverterBase.ComponentValues values = new(this.Input, 0);
+
+        new JpegColorConverterBase.YCbCrVector256(8).ConvertToRgbInPlace(values);
+    }
+
+    [Benchmark]
+    public void SimdVector512()
+    {
+        JpegColorConverterBase.ComponentValues values = new(this.Input, 0);
+
+        new JpegColorConverterBase.YCbCrVector512(8).ConvertToRgbInPlace(values);
+    }
 }
diff --git a/tests/ImageSharp.Tests/Formats/Jpg/JpegColorConverterTests.cs b/tests/ImageSharp.Tests/Formats/Jpg/JpegColorConverterTests.cs
index 02a5d89079..69faa0bf41 100644
--- a/tests/ImageSharp.Tests/Formats/Jpg/JpegColorConverterTests.cs
+++ b/tests/ImageSharp.Tests/Formats/Jpg/JpegColorConverterTests.cs
@@ -1,6 +1,7 @@
 // Copyright (c) Six Labors.
 // Licensed under the Six Labors Split License.
 
+using System.Runtime.Intrinsics;
 using System.Runtime.Intrinsics.Arm;
 using System.Runtime.Intrinsics.X86;
 using SixLabors.ImageSharp.ColorProfiles;
@@ -180,9 +181,17 @@ public class JpegColorConverterTests
         {
             // arrange
             Type expectedType = typeof(JpegColorConverterBase.YCbCrScalar);
-            if (Avx.IsSupported)
+            if (JpegColorConverterBase.JpegColorConverterVector512.IsSupported)
             {
-                expectedType = typeof(JpegColorConverterBase.YCbCrVector);
+                expectedType = typeof(JpegColorConverterBase.YCbCrVector512);
+            }
+            else if (JpegColorConverterBase.JpegColorConverterVector256.IsSupported)
+            {
+                expectedType = typeof(JpegColorConverterBase.YCbCrVector256);
+            }
+            else if (JpegColorConverterBase.JpegColorConverterVector128.IsSupported)
+            {
+                expectedType = typeof(JpegColorConverterBase.YCbCrVector128);
             }
             else if (Sse2.IsSupported)
             {