diff --git a/src/main/java/com/minelittlepony/api/model/ModelAttributes.java b/src/main/java/com/minelittlepony/api/model/ModelAttributes.java
index 6d3dd29d..825190af 100644
--- a/src/main/java/com/minelittlepony/api/model/ModelAttributes.java
+++ b/src/main/java/com/minelittlepony/api/model/ModelAttributes.java
@@ -61,7 +61,7 @@ public class ModelAttributes {
      */
     public boolean isLeftHanded;
     /**
-     * True if the model is sitting as in boats.
+     * True if the model is riding on the back of another pony.
      */
     public boolean isRidingInteractive;
     /**
diff --git a/src/main/java/com/minelittlepony/client/PonyBounds.java b/src/main/java/com/minelittlepony/client/PonyBounds.java
index 12389d98..e6da895e 100644
--- a/src/main/java/com/minelittlepony/client/PonyBounds.java
+++ b/src/main/java/com/minelittlepony/client/PonyBounds.java
@@ -1,50 +1,28 @@
 package com.minelittlepony.client;
 
 import com.minelittlepony.api.pony.Pony;
-import com.minelittlepony.api.pony.PonyPosture;
-import com.minelittlepony.client.transform.PonyTransformation;
 
 import net.minecraft.client.MinecraftClient;
-import net.minecraft.entity.Entity;
 import net.minecraft.entity.LivingEntity;
 import net.minecraft.util.math.Box;
 import net.minecraft.util.math.MathHelper;
 import net.minecraft.util.math.Vec3d;
 
 public class PonyBounds {
-    public static Vec3d getAbsoluteRidingOffset(LivingEntity entity) {
-        return PonyPosture.getMountPony(entity).map(ridingPony -> {
-            LivingEntity vehicle = (LivingEntity)entity.getVehicle();
-
-            Vec3d offset = PonyTransformation.forSize(ridingPony.size()).getRiderOffset();
-            float scale = ridingPony.metadata().size().scaleFactor();
-
-            return getAbsoluteRidingOffset(vehicle).add(
-                    0,
-                    offset.y - vehicle.getHeight() * 1 / scale,
-                    0
-            );
-        }).orElseGet(() -> getBaseRidingOffset(entity));
-    }
-
     private static Vec3d getBaseRidingOffset(LivingEntity entity) {
         float delta = MinecraftClient.getInstance().getTickDelta();
-
-        Entity vehicle = entity.getVehicle();
-        double vehicleOffset = vehicle == null ? 0 : vehicle.getHeight();
-
         return new Vec3d(
                 MathHelper.lerp(delta, entity.prevX, entity.getX()),
-                MathHelper.lerp(delta, entity.prevY, entity.getY()) + vehicleOffset,
+                MathHelper.lerp(delta, entity.prevY, entity.getY()),
                 MathHelper.lerp(delta, entity.prevZ, entity.getZ())
         );
     }
 
     public static Box getBoundingBox(Pony pony, LivingEntity entity) {
-        final float scale = pony.size().scaleFactor() + 0.1F;
+        final float scale = pony.size().scaleFactor();
         final float width = entity.getWidth() * scale;
         final float height = entity.getHeight() * scale;
 
-        return new Box(-width, height, -width, width, 0, width).offset(getAbsoluteRidingOffset(entity));
+        return new Box(-width, 0, -width, width, height, width).offset(getBaseRidingOffset(entity));
     }
 }
diff --git a/src/main/java/com/minelittlepony/client/model/AbstractPonyModel.java b/src/main/java/com/minelittlepony/client/model/AbstractPonyModel.java
index 940a9c54..e128c980 100644
--- a/src/main/java/com/minelittlepony/client/model/AbstractPonyModel.java
+++ b/src/main/java/com/minelittlepony/client/model/AbstractPonyModel.java
@@ -204,14 +204,9 @@ public abstract class AbstractPonyModel<T extends LivingEntity> extends ClientPo
     }
 
     protected void ponySit() {
-        adjustBodyComponents(BODY_RIDING_PITCH * (attributes.isRidingInteractive ? 2 : 1), BODY_RIDING);
-        if (attributes.isRidingInteractive) {
-            neck.setPivot(NECK_X, 0, -4);
-            head.setPivot(0, -2, -5);
-        } else {
-            neck.setPivot(NECK_X, 0, 0);
-            head.setPivot(0, 0, 0);
-        }
+        adjustBodyComponents(BODY_RIDING_PITCH, BODY_RIDING);
+        neck.setPivot(NECK_X, 0, 0);
+        head.setPivot(0, 0, 0);
 
         leftLeg.pivotZ = 14;
         leftLeg.pivotY = 17;
@@ -231,26 +226,6 @@ public abstract class AbstractPonyModel<T extends LivingEntity> extends ClientPo
         leftArm.pitch += body.pitch;
         rightArm.roll = MathHelper.PI * 0.06f;
         rightArm.pitch += body.pitch;
-
-        if (attributes.isRidingInteractive) {
-            leftLeg.yaw = MathHelper.PI / 15;
-            leftLeg.pitch = MathHelper.PI / 9;
-
-            leftLeg.pivotZ = 10;
-            leftLeg.pivotY = 7;
-
-            rightLeg.yaw = -MathHelper.PI / 15;
-            rightLeg.pitch = MathHelper.PI / 9;
-
-            rightLeg.pivotZ = 10;
-            rightLeg.pivotY = 7;
-
-            leftArm.pitch = MathHelper.PI / 6;
-            rightArm.pitch = MathHelper.PI / 6;
-
-            leftArm.roll *= 2;
-            rightArm.roll *= 2;
-        }
     }
 
     /**
@@ -600,10 +575,6 @@ public abstract class AbstractPonyModel<T extends LivingEntity> extends ClientPo
             }
         }
 
-        if (getAttributes().isRidingInteractive) {
-            matrices.translate(left / 10, -0.2F, -0.5F);
-        }
-
         matrices.translate(-left * 0.1F, 0.45F, 0);
 
         if (getAttributes().heldStack.getUseAction() == UseAction.BLOCK && getAttributes().itemUseTime == 0) {
diff --git a/src/main/java/com/minelittlepony/client/render/EquineRenderManager.java b/src/main/java/com/minelittlepony/client/render/EquineRenderManager.java
index 88f2c8dc..9d1f6f48 100644
--- a/src/main/java/com/minelittlepony/client/render/EquineRenderManager.java
+++ b/src/main/java/com/minelittlepony/client/render/EquineRenderManager.java
@@ -5,7 +5,6 @@ import com.minelittlepony.api.events.Channel;
 import com.minelittlepony.api.events.PonyDataCallback;
 import com.minelittlepony.api.model.*;
 import com.minelittlepony.api.pony.Pony;
-import com.minelittlepony.client.MineLittlePony;
 import com.minelittlepony.client.transform.PonyPosture;
 import com.minelittlepony.mson.api.ModelKey;
 import com.minelittlepony.util.MathUtil;
@@ -19,7 +18,6 @@ import net.minecraft.client.MinecraftClient;
 import net.minecraft.client.render.Frustum;
 import net.minecraft.client.render.entity.model.EntityModel;
 import net.minecraft.client.util.math.MatrixStack;
-import net.minecraft.entity.Entity;
 import net.minecraft.entity.LivingEntity;
 import net.minecraft.entity.player.PlayerEntity;
 
@@ -90,19 +88,6 @@ public class EquineRenderManager<T extends LivingEntity, M extends EntityModel<T
         float s = getScaleFactor();
         stack.scale(s, s, s);
 
-        if (entity.hasVehicle() && entity.getVehicle() instanceof LivingEntity livingVehicles) {
-            PonyRenderContext<LivingEntity, ?> renderer = MineLittlePony.getInstance().getRenderDispatcher().getPonyRenderer(livingVehicles);
-
-            if (renderer != null) {
-                // negate vanilla translations so the rider begins at the ridees feet.
-                stack.translate(0, -livingVehicles.getHeight(), 0);
-                Pony pony = context.getEntityPony(entity);
-                if (!pony.race().isHuman()) {
-                    renderer.getInternalRenderer().translateRider(livingVehicles, renderer.getEntityPony(livingVehicles), entity, pony, stack, tickDelta);
-                }
-            }
-        }
-
         if (entity instanceof PlayerEntity) {
             if (getModels().body().getAttributes().isSitting) {
                 stack.translate(0, 0.125D, 0);
@@ -115,26 +100,11 @@ public class EquineRenderManager<T extends LivingEntity, M extends EntityModel<T
         PonyPosture.of(getModels().body().getAttributes()).apply(entity, getModels().body(), stack, bodyYaw, tickDelta, 1);
     }
 
-    private void translateRider(T entity, Pony pony, LivingEntity passenger, Pony passengerPony, MatrixStack stack, float tickDelta) {
-        if (!passengerPony.race().isHuman()) {
-            float yaw = MathUtil.interpolateDegress((float)entity.prevY, (float)entity.getY(), tickDelta);
-
-            models.applyMetadata(pony.metadata());
-            models.body().transform(BodyPart.BACK, stack);
-
-            PonyPosture.of(models.body().getAttributes()).apply(entity, getModels().body(), stack, yaw, tickDelta, -1);
+    private float getMountedYaw(T entity, float bodyYaw, float tickDelta) {
+        if (entity.hasVehicle() && entity.getVehicle() instanceof LivingEntity mount) {
+            return bodyYaw + MathUtil.interpolateDegress(mount.prevBodyYaw, mount.bodyYaw, tickDelta);
         }
-    }
-
-    private float getMountedYaw(T entity, float rotationYaw, float partialTicks) {
-        if (entity.hasVehicle()) {
-            Entity mount = entity.getVehicle();
-            if (mount instanceof LivingEntity) {
-                return MathUtil.interpolateDegress(((LivingEntity) mount).prevBodyYaw, ((LivingEntity) mount).bodyYaw, partialTicks);
-            }
-        }
-
-        return rotationYaw;
+        return bodyYaw;
     }
 
     public float getScaleFactor() {
diff --git a/src/main/java/com/minelittlepony/client/render/entity/AbstractPonyRenderer.java b/src/main/java/com/minelittlepony/client/render/entity/AbstractPonyRenderer.java
index 29526465..75727ebb 100644
--- a/src/main/java/com/minelittlepony/client/render/entity/AbstractPonyRenderer.java
+++ b/src/main/java/com/minelittlepony/client/render/entity/AbstractPonyRenderer.java
@@ -27,7 +27,6 @@ import net.minecraft.client.util.math.MatrixStack;
 import net.minecraft.entity.mob.MobEntity;
 import net.minecraft.text.Text;
 import net.minecraft.util.Identifier;
-import net.minecraft.util.math.Vec3d;
 
 public abstract class AbstractPonyRenderer<T extends MobEntity, M extends EntityModel<T> & PonyModel<T> & ModelWithArms> extends MobEntityRenderer<T, M> implements PonyRenderContext<T, M> {
 
@@ -95,9 +94,9 @@ public abstract class AbstractPonyRenderer<T extends MobEntity, M extends Entity
         if (!entity.hasVehicle()) {
             stack.translate(0, 0, -entity.getWidth() / 2); // move us to the center of the shadow
         } else {
-            // TODO: Check this
-            Vec3d attachmentPos = entity.getVehicleAttachmentPos(entity.getVehicle());
-            stack.translate(attachmentPos.getX(), attachmentPos.getY(), attachmentPos.getZ());
+            if (manager.getModels().body().getAttributes().isSitting && entity.hasVehicle()) {
+                stack.translate(0, 0.25F, 0);
+            }
         }
 
         stack.scale(scale, scale, scale);
diff --git a/src/main/java/com/minelittlepony/client/render/entity/PlayerPonyRenderer.java b/src/main/java/com/minelittlepony/client/render/entity/PlayerPonyRenderer.java
index 2573f536..5c2e3c1e 100644
--- a/src/main/java/com/minelittlepony/client/render/entity/PlayerPonyRenderer.java
+++ b/src/main/java/com/minelittlepony/client/render/entity/PlayerPonyRenderer.java
@@ -27,7 +27,6 @@ import net.minecraft.client.render.entity.feature.*;
 import net.minecraft.client.util.math.MatrixStack;
 import net.minecraft.text.Text;
 import net.minecraft.util.*;
-import net.minecraft.util.math.Vec3d;
 
 public class PlayerPonyRenderer extends PlayerEntityRenderer implements PonyRenderContext<AbstractClientPlayerEntity, ClientPonyModel<AbstractClientPlayerEntity>> {
     private final Function<Race, Models<AbstractClientPlayerEntity, ClientPonyModel<AbstractClientPlayerEntity>>> modelsCache;
@@ -71,10 +70,9 @@ public class PlayerPonyRenderer extends PlayerEntityRenderer implements PonyRend
     @Override
     protected void scale(AbstractClientPlayerEntity entity, MatrixStack stack, float tickDelta) {
         if (manager.getModels().body().getAttributes().isSitting && entity.hasVehicle()) {
-            // TODO: Check this
-            Vec3d attachmentPos = entity.getVehicleAttachmentPos(entity.getVehicle());
-            stack.translate(attachmentPos.getX(), attachmentPos.getY(), attachmentPos.getZ());
+            stack.translate(0, -0.25F * manager.getScaleFactor(), 0);
         }
+        super.scale(entity, stack, tickDelta);
     }
 
     @Override