diff --git a/invokeai/frontend/web/src/features/nodes/components/flow/nodes/Invocation/InvocationNode.tsx b/invokeai/frontend/web/src/features/nodes/components/flow/nodes/Invocation/InvocationNode.tsx
index 624578003e..8f6a2531a0 100644
--- a/invokeai/frontend/web/src/features/nodes/components/flow/nodes/Invocation/InvocationNode.tsx
+++ b/invokeai/frontend/web/src/features/nodes/components/flow/nodes/Invocation/InvocationNode.tsx
@@ -1,12 +1,14 @@
-import { Flex } from '@chakra-ui/react';
+import { Flex, Grid, GridItem } from '@chakra-ui/react';
 import { memo } from 'react';
 import InvocationNodeFooter from './InvocationNodeFooter';
 import InvocationNodeHeader from './InvocationNodeHeader';
 import NodeWrapper from '../common/NodeWrapper';
 import OutputField from './fields/OutputField';
 import InputField from './fields/InputField';
-import { useFieldNames } from 'features/nodes/hooks/useFieldNames';
+import { useOutputFieldNames } from 'features/nodes/hooks/useOutputFieldNames';
 import { useWithFooter } from 'features/nodes/hooks/useWithFooter';
+import { useConnectionInputFieldNames } from 'features/nodes/hooks/useConnectionInputFieldNames';
+import { useAnyOrDirectInputFieldNames } from 'features/nodes/hooks/useAnyOrDirectInputFieldNames';
 
 type Props = {
   nodeId: string;
@@ -17,8 +19,9 @@ type Props = {
 };
 
 const InvocationNode = ({ nodeId, isOpen, label, type, selected }: Props) => {
-  const inputFieldNames = useFieldNames(nodeId, 'input');
-  const outputFieldNames = useFieldNames(nodeId, 'output');
+  const inputConnectionFieldNames = useConnectionInputFieldNames(nodeId);
+  const inputAnyOrDirectFieldNames = useAnyOrDirectInputFieldNames(nodeId);
+  const outputFieldNames = useOutputFieldNames(nodeId);
   const withFooter = useWithFooter(nodeId);
 
   return (
@@ -44,14 +47,27 @@ const InvocationNode = ({ nodeId, isOpen, label, type, selected }: Props) => {
             }}
           >
             <Flex sx={{ flexDir: 'column', px: 2, w: 'full', h: 'full' }}>
-              {outputFieldNames.map((fieldName) => (
-                <OutputField
-                  key={`${nodeId}.${fieldName}.output-field`}
-                  nodeId={nodeId}
-                  fieldName={fieldName}
-                />
-              ))}
-              {inputFieldNames.map((fieldName) => (
+              <Grid gridTemplateColumns="1fr auto" gridAutoRows="1fr">
+                {inputConnectionFieldNames.map((fieldName, i) => (
+                  <GridItem
+                    gridColumnStart={1}
+                    gridRowStart={i + 1}
+                    key={`${nodeId}.${fieldName}.input-field`}
+                  >
+                    <InputField nodeId={nodeId} fieldName={fieldName} />
+                  </GridItem>
+                ))}
+                {outputFieldNames.map((fieldName, i) => (
+                  <GridItem
+                    gridColumnStart={2}
+                    gridRowStart={i + 1}
+                    key={`${nodeId}.${fieldName}.output-field`}
+                  >
+                    <OutputField nodeId={nodeId} fieldName={fieldName} />
+                  </GridItem>
+                ))}
+              </Grid>
+              {inputAnyOrDirectFieldNames.map((fieldName) => (
                 <InputField
                   key={`${nodeId}.${fieldName}.input-field`}
                   nodeId={nodeId}
diff --git a/invokeai/frontend/web/src/features/nodes/components/flow/nodes/Invocation/fields/FieldTitle.tsx b/invokeai/frontend/web/src/features/nodes/components/flow/nodes/Invocation/fields/FieldTitle.tsx
index 9ac169f047..7a0ee62a88 100644
--- a/invokeai/frontend/web/src/features/nodes/components/flow/nodes/Invocation/fields/FieldTitle.tsx
+++ b/invokeai/frontend/web/src/features/nodes/components/flow/nodes/Invocation/fields/FieldTitle.tsx
@@ -31,7 +31,7 @@ const FieldTitle = forwardRef((props: Props, ref) => {
 
   const handleSubmit = useCallback(
     async (newTitle: string) => {
-      if (newTitle === label || newTitle === fieldTemplateTitle) {
+      if (newTitle && (newTitle === label || newTitle === fieldTemplateTitle)) {
         return;
       }
       setLocalTitle(newTitle || fieldTemplateTitle || 'Unknown Field');
diff --git a/invokeai/frontend/web/src/features/nodes/components/flow/nodes/Invocation/fields/OutputField.tsx b/invokeai/frontend/web/src/features/nodes/components/flow/nodes/Invocation/fields/OutputField.tsx
index 7c88318fa1..e717423f65 100644
--- a/invokeai/frontend/web/src/features/nodes/components/flow/nodes/Invocation/fields/OutputField.tsx
+++ b/invokeai/frontend/web/src/features/nodes/components/flow/nodes/Invocation/fields/OutputField.tsx
@@ -1,10 +1,4 @@
-import {
-  Flex,
-  FormControl,
-  FormLabel,
-  Spacer,
-  Tooltip,
-} from '@chakra-ui/react';
+import { Flex, FormControl, FormLabel, Tooltip } from '@chakra-ui/react';
 import { useConnectionState } from 'features/nodes/hooks/useConnectionState';
 import { useFieldTemplate } from 'features/nodes/hooks/useFieldTemplate';
 import { HANDLE_TOOLTIP_OPEN_DELAY } from 'features/nodes/types/constants';
@@ -42,7 +36,6 @@ const OutputField = ({ nodeId, fieldName }: Props) => {
 
   return (
     <OutputFieldWrapper shouldDim={shouldDim}>
-      <Spacer />
       <Tooltip
         label={
           <FieldTooltipContent
@@ -90,6 +83,7 @@ const OutputFieldWrapper = memo(
         opacity: shouldDim ? 0.5 : 1,
         transitionProperty: 'opacity',
         transitionDuration: '0.1s',
+        justifyContent: 'flex-end',
       }}
     >
       {children}
diff --git a/invokeai/frontend/web/src/features/nodes/hooks/useAnyOrDirectInputFieldNames.ts b/invokeai/frontend/web/src/features/nodes/hooks/useAnyOrDirectInputFieldNames.ts
new file mode 100644
index 0000000000..21f19295d0
--- /dev/null
+++ b/invokeai/frontend/web/src/features/nodes/hooks/useAnyOrDirectInputFieldNames.ts
@@ -0,0 +1,36 @@
+import { createSelector } from '@reduxjs/toolkit';
+import { stateSelector } from 'app/store/store';
+import { useAppSelector } from 'app/store/storeHooks';
+import { defaultSelectorOptions } from 'app/store/util/defaultMemoizeOptions';
+import { map } from 'lodash-es';
+import { useMemo } from 'react';
+import { isInvocationNode } from '../types/types';
+
+export const useAnyOrDirectInputFieldNames = (nodeId: string) => {
+  const selector = useMemo(
+    () =>
+      createSelector(
+        stateSelector,
+        ({ nodes }) => {
+          const node = nodes.nodes.find((node) => node.id === nodeId);
+          if (!isInvocationNode(node)) {
+            return [];
+          }
+          const nodeTemplate = nodes.nodeTemplates[node.data.type];
+          if (!nodeTemplate) {
+            return [];
+          }
+          return map(nodeTemplate.inputs)
+            .filter((field) => ['any', 'direct'].includes(field.input))
+            .sort((a, b) => (a.ui_order ?? 0) - (b.ui_order ?? 0))
+            .map((field) => field.name)
+            .filter((fieldName) => fieldName !== 'is_intermediate');
+        },
+        defaultSelectorOptions
+      ),
+    [nodeId]
+  );
+
+  const fieldNames = useAppSelector(selector);
+  return fieldNames;
+};
diff --git a/invokeai/frontend/web/src/features/nodes/hooks/useConnectionInputFieldNames.ts b/invokeai/frontend/web/src/features/nodes/hooks/useConnectionInputFieldNames.ts
new file mode 100644
index 0000000000..b7eef02e9d
--- /dev/null
+++ b/invokeai/frontend/web/src/features/nodes/hooks/useConnectionInputFieldNames.ts
@@ -0,0 +1,36 @@
+import { createSelector } from '@reduxjs/toolkit';
+import { stateSelector } from 'app/store/store';
+import { useAppSelector } from 'app/store/storeHooks';
+import { defaultSelectorOptions } from 'app/store/util/defaultMemoizeOptions';
+import { map } from 'lodash-es';
+import { useMemo } from 'react';
+import { isInvocationNode } from '../types/types';
+
+export const useConnectionInputFieldNames = (nodeId: string) => {
+  const selector = useMemo(
+    () =>
+      createSelector(
+        stateSelector,
+        ({ nodes }) => {
+          const node = nodes.nodes.find((node) => node.id === nodeId);
+          if (!isInvocationNode(node)) {
+            return [];
+          }
+          const nodeTemplate = nodes.nodeTemplates[node.data.type];
+          if (!nodeTemplate) {
+            return [];
+          }
+          return map(nodeTemplate.inputs)
+            .filter((field) => field.input === 'connection')
+            .sort((a, b) => (a.ui_order ?? 0) - (b.ui_order ?? 0))
+            .map((field) => field.name)
+            .filter((fieldName) => fieldName !== 'is_intermediate');
+        },
+        defaultSelectorOptions
+      ),
+    [nodeId]
+  );
+
+  const fieldNames = useAppSelector(selector);
+  return fieldNames;
+};
diff --git a/invokeai/frontend/web/src/features/nodes/hooks/useFieldNames.ts b/invokeai/frontend/web/src/features/nodes/hooks/useOutputFieldNames.ts
similarity index 63%
rename from invokeai/frontend/web/src/features/nodes/hooks/useFieldNames.ts
rename to invokeai/frontend/web/src/features/nodes/hooks/useOutputFieldNames.ts
index e2c7126012..41d3a1ac91 100644
--- a/invokeai/frontend/web/src/features/nodes/hooks/useFieldNames.ts
+++ b/invokeai/frontend/web/src/features/nodes/hooks/useOutputFieldNames.ts
@@ -4,10 +4,9 @@ import { useAppSelector } from 'app/store/storeHooks';
 import { defaultSelectorOptions } from 'app/store/util/defaultMemoizeOptions';
 import { map } from 'lodash-es';
 import { useMemo } from 'react';
-import { KIND_MAP } from '../types/constants';
 import { isInvocationNode } from '../types/types';
 
-export const useFieldNames = (nodeId: string, kind: 'input' | 'output') => {
+export const useOutputFieldNames = (nodeId: string) => {
   const selector = useMemo(
     () =>
       createSelector(
@@ -17,13 +16,18 @@ export const useFieldNames = (nodeId: string, kind: 'input' | 'output') => {
           if (!isInvocationNode(node)) {
             return [];
           }
-          return map(node.data[KIND_MAP[kind]], (field) => field.name).filter(
-            (fieldName) => fieldName !== 'is_intermediate'
-          );
+          const nodeTemplate = nodes.nodeTemplates[node.data.type];
+          if (!nodeTemplate) {
+            return [];
+          }
+          return map(nodeTemplate.outputs)
+            .sort((a, b) => (a.ui_order ?? 0) - (b.ui_order ?? 0))
+            .map((field) => field.name)
+            .filter((fieldName) => fieldName !== 'is_intermediate');
         },
         defaultSelectorOptions
       ),
-    [kind, nodeId]
+    [nodeId]
   );
 
   const fieldNames = useAppSelector(selector);
diff --git a/invokeai/frontend/web/src/features/nodes/types/types.ts b/invokeai/frontend/web/src/features/nodes/types/types.ts
index af6b80c5d5..35be598176 100644
--- a/invokeai/frontend/web/src/features/nodes/types/types.ts
+++ b/invokeai/frontend/web/src/features/nodes/types/types.ts
@@ -203,7 +203,7 @@ export type OutputFieldTemplate = {
   type: FieldType;
   title: string;
   description: string;
-};
+} & _OutputField;
 
 /**
  * Indicates the kind of input(s) this field may have.
diff --git a/invokeai/frontend/web/src/features/nodes/util/fieldTemplateBuilders.ts b/invokeai/frontend/web/src/features/nodes/util/fieldTemplateBuilders.ts
index ef96b8b485..ca7674a021 100644
--- a/invokeai/frontend/web/src/features/nodes/util/fieldTemplateBuilders.ts
+++ b/invokeai/frontend/web/src/features/nodes/util/fieldTemplateBuilders.ts
@@ -467,7 +467,7 @@ export const buildInputFieldTemplate = (
   const fieldType = getFieldType(fieldSchema);
   // console.log('input fieldType', fieldType);
 
-  const { input, ui_hidden, ui_component, ui_type } = fieldSchema;
+  const { input, ui_hidden, ui_component, ui_type, ui_order } = fieldSchema;
 
   const extra = {
     input,
@@ -475,6 +475,7 @@ export const buildInputFieldTemplate = (
     ui_component,
     ui_type,
     required: nodeSchema.required?.includes(name) ?? false,
+    ui_order,
   };
 
   const baseField = {
diff --git a/invokeai/frontend/web/src/features/nodes/util/parseSchema.ts b/invokeai/frontend/web/src/features/nodes/util/parseSchema.ts
index c2f49d205d..4bbb754d58 100644
--- a/invokeai/frontend/web/src/features/nodes/util/parseSchema.ts
+++ b/invokeai/frontend/web/src/features/nodes/util/parseSchema.ts
@@ -142,6 +142,9 @@ export const parseSchema = (
           title: property.title ?? '',
           description: property.description ?? '',
           type: fieldType,
+          ui_hidden: property.ui_hidden ?? false,
+          ui_type: property.ui_type,
+          ui_order: property.ui_order,
         };
 
         return outputsAccumulator;