diff --git a/Clients/PsnClient/Utils/TmdbHasher.cs b/Clients/PsnClient/Utils/TmdbHasher.cs
index a21d98f7..abd7d841 100644
--- a/Clients/PsnClient/Utils/TmdbHasher.cs
+++ b/Clients/PsnClient/Utils/TmdbHasher.cs
@@ -10,10 +10,7 @@ public static class TmdbHasher
     private static readonly byte[] HmacKey = "F5DE66D2680E255B2DF79E74F890EBF349262F618BCAE2A9ACCDEE5156CE8DF2CDF2D48C71173CDC2594465B87405D197CF1AED3B7E9671EEB56CA6753C2E6B0".FromHexString();
 
     public static string GetTitleHash(string productId)
-    {
-        using var hmacSha1 = new HMACSHA1(HmacKey);
-        return hmacSha1.ComputeHash(Encoding.ASCII.GetBytes(productId)).ToHexString();
-    }
+        => HMACSHA1.HashData(HmacKey, Encoding.UTF8.GetBytes(productId)).ToHexString();
 
     public static byte[] FromHexString(this string hexString)
     {
diff --git a/CompatBot/Commands/Misc.cs b/CompatBot/Commands/Misc.cs
index 0e8c09e1..9bf07e14 100644
--- a/CompatBot/Commands/Misc.cs
+++ b/CompatBot/Commands/Misc.cs
@@ -1,4 +1,5 @@
-using System.Text.RegularExpressions;
+using System.Net.Http;
+using System.Text.RegularExpressions;
 using CompatApiClient.Utils;
 using CompatBot.Database;
 using CompatBot.Database.Providers;
@@ -11,6 +12,7 @@ namespace CompatBot.Commands;
 
 internal static partial class Misc
 {
+    private static readonly HttpClient HttpClient = HttpClientFactory.Create();
     private static readonly Random rng = new();
 
     private static readonly List<string> EightBallAnswers =
@@ -343,14 +345,28 @@ internal static partial class Misc
             whatever = whatever.ToLowerInvariant().StripInvisibleAndDiacritics();
             var originalWhatever = whatever;
             var matches = Instead().Matches(whatever);
-            if (matches.Any())
+            if (matches is [.., Match last])
             {
-                var insteadWhatever = matches.Last().Groups["instead"].Value.TrimEager();
+                var insteadWhatever = last.Groups["instead"].Value.TrimEager();
                 if (!string.IsNullOrEmpty(insteadWhatever))
                     whatever = insteadWhatever;
             }
             foreach (var attachment in ctx.Message.Attachments)
+            {
+                if (attachment is { Width: > 0, Height: > 0, Url: {Length: >0} url })
+                {
+                    await using var imgStream = await HttpClient.GetStreamAsync(url).ConfigureAwait(false);
+                    if (await ColorGetter.GetBlurHashAsync(imgStream).ConfigureAwait(false) is {Length: >0} hash)
+                    {
+#if DEBUG
+                        Config.Log.Trace($"Got image blur hash {hash}");
+#endif
+                        whatever += $" {hash}";
+                        continue;
+                    }
+                }
                 whatever += $" {attachment.FileSize}";
+            }
 
             var nekoUser = await ctx.Client.GetUserAsync(272032356922032139ul).ConfigureAwait(false);
             var nekoMember = await ctx.Client.GetMemberAsync(nekoUser).ConfigureAwait(false);
@@ -494,7 +510,11 @@ internal static partial class Misc
                 await ctx.Channel.SendMessageAsync("Rating nothing makes _**so much**_ sense, right?").ConfigureAwait(false);
             else
             {
-                var seed = (prefix + whatever).GetHashCode(StringComparison.CurrentCultureIgnoreCase);
+                var seedMsg = prefix + whatever;
+                var seed = seedMsg.GetStableHash();
+#if DEBUG
+                Config.Log.Trace($"Rating seed is {seed:x8} for '{seedMsg}'");
+#endif
                 var seededRng = new Random(seed);
                 var answer = choices[seededRng.Next(choices.Count)];
                 var msgBuilder = new DiscordMessageBuilder()
diff --git a/CompatBot/Utils/ColorGetter.cs b/CompatBot/Utils/ColorGetter.cs
index fa31a752..5f5b4ca1 100644
--- a/CompatBot/Utils/ColorGetter.cs
+++ b/CompatBot/Utils/ColorGetter.cs
@@ -1,4 +1,6 @@
 using System.IO;
+using Blurhash.ImageSharp;
+using SixLabors.ImageSharp;
 using SixLabors.ImageSharp.ColorSpaces;
 using SixLabors.ImageSharp.ColorSpaces.Conversion;
 using SixLabors.ImageSharp.PixelFormats;
@@ -8,7 +10,7 @@ namespace CompatBot.Utils;
 
 internal static class ColorGetter
 {
-    public static SixLabors.ImageSharp.Color GetDominantColor(SixLabors.ImageSharp.Image<Rgba32> img)
+    public static Color GetDominantColor(Image<Rgba32> img)
     {
         //img.Mutate(x => x.Resize(new ResizeOptions { Sampler = KnownResamplers.NearestNeighbor, Size = new Size(100, 0) }));
         int r = 0;
@@ -42,7 +44,7 @@ internal static class ColorGetter
     {
         try
         {
-            var img = await SixLabors.ImageSharp.Image.LoadAsync<Rgba32>(jpg).ConfigureAwait(false);
+            var img = await Image.LoadAsync<Rgba32>(jpg).ConfigureAwait(false);
             var quantizerOptions = new QuantizerOptions { Dither = null, MaxColors = 4 };
             var sampling = new ExtensivePixelSamplingStrategy();
             var quantizer = new WuQuantizer().CreatePixelSpecificQuantizer<Rgba32>(new(), quantizerOptions);
@@ -69,4 +71,18 @@ internal static class ColorGetter
             return defaultColor;
         }
     }
+
+    public static async ValueTask<string?> GetBlurHashAsync(Stream attachment)
+    {
+        try
+        {
+            var img = await Image.LoadAsync<Rgba32>(attachment).ConfigureAwait(false);
+            return Blurhasher.Encode(img, 4, 3);
+        }
+        catch (Exception e)
+        {
+            Config.Log.Warn(e, "Failed to get image blur hash");
+            return null;
+        }
+    }
 }
\ No newline at end of file
diff --git a/CompatBot/Utils/Extensions/StringUtils.cs b/CompatBot/Utils/Extensions/StringUtils.cs
index 54f38635..b6a2505f 100644
--- a/CompatBot/Utils/Extensions/StringUtils.cs
+++ b/CompatBot/Utils/Extensions/StringUtils.cs
@@ -1,5 +1,6 @@
 using System.Buffers;
 using System.Globalization;
+using System.Security.Cryptography;
 using System.Text.RegularExpressions;
 using CompatBot.Utils.Extensions;
 using HomoglyphConverter;
@@ -447,9 +448,8 @@ public static partial class StringUtils
 
     internal static int GetStableHash(this string str)
     {
-        using var sha256 = System.Security.Cryptography.SHA256.Create();
-        var data = Encoding.UTF8.GetBytes(str);
-        var hash = sha256.ComputeHash(data);
+        var data = Encoding.UTF8.GetBytes(str.ToLowerInvariant());
+        var hash = SHA256.HashData(data);
         return BitConverter.ToInt32(hash, 0);
     }