diff --git a/ui/litellm-dashboard/src/components/shared/numerical_input.tsx b/ui/litellm-dashboard/src/components/shared/numerical_input.tsx
index 2682635dc27..69ae1d2dc12 100644
--- a/ui/litellm-dashboard/src/components/shared/numerical_input.tsx
+++ b/ui/litellm-dashboard/src/components/shared/numerical_input.tsx
@@ -1,5 +1,6 @@
 import React from "react";
-import { NumberInput } from "@tremor/react";
+import { Input } from "@/components/ui/input";
+import { cn } from "@/lib/utils";
 
 interface NumericalInputProps {
   step?: number;
@@ -7,20 +8,33 @@ interface NumericalInputProps {
   placeholder?: string;
   min?: number;
   max?: number;
-  onChange?: any; // Using any to avoid type conflicts with Tremor's NumberInput
+  // Callers pass either an onChange(numberOrNull) signature (the @tremor
+  // contract this component used to expose) or a React.ChangeEventHandler.
+  // We accept both at the signature boundary and bridge to number|null|undefined
+  // inside the component.
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
+  onChange?: any;
+  value?: number | string | null | undefined;
+  defaultValue?: number | string | null | undefined;
+  name?: string;
+  className?: string;
+  disabled?: boolean;
+  precision?: number;
+  // eslint-disable-next-line @typescript-eslint/no-explicit-any
   [key: string]: any;
 }
 
 /**
- * A reusable numerical input component
- * @param {Object} props - Component props
- * @param {number} [props.step=0.01] - Step increment for the input
- * @param {Object} [props.style] - Custom styles to apply
- * @param {string} [props.placeholder="Enter a numerical value"] - Placeholder text
- * @param {number} [props.min] - Minimum value
- * @param {number} [props.max] - Maximum value
- * @param {Function} [props.onChange] - On change handler
- * @param {any} props.rest - Additional props passed to NumberInput
+ * Numerical input. Phase-1 shadcn-migrated replacement for the former
+ * @tremor NumberInput. Accepts the same prop surface so existing callers
+ * continue to work:
+ *   - onChange({number | null | undefined}) \u2014 tremor-style
+ *   - value / defaultValue as number | string | null | undefined
+ *   - step / min / max / precision / placeholder / style / className / disabled
+ *
+ * `precision` is accepted for API-compat but not enforced (HTML input
+ * type=number does not clamp decimal precision; caller code typically
+ * rounds before persisting).
  */
 const NumericalInput: React.FC<NumericalInputProps> = ({
   step = 0.01,
@@ -29,17 +43,50 @@ const NumericalInput: React.FC<NumericalInputProps> = ({
   min,
   max,
   onChange,
+  value,
+  defaultValue,
+  className,
+  disabled,
+  // eslint-disable-next-line @typescript-eslint/no-unused-vars
+  precision,
   ...rest
 }) => {
+  const toValue = (v: number | string | null | undefined): string => {
+    if (v === null || v === undefined) return "";
+    return String(v);
+  };
+
+  const handleChange = (e: React.ChangeEvent<HTMLInputElement>) => {
+    if (!onChange) return;
+    const raw = e.target.value;
+    if (raw === "") {
+      onChange(null);
+      return;
+    }
+    const num = Number(raw);
+    if (Number.isNaN(num)) {
+      onChange(null);
+      return;
+    }
+    onChange(num);
+  };
+
   return (
-    <NumberInput
-      onWheel={(event) => event.currentTarget.blur()}
+    <Input
+      type="number"
+      onWheel={(event) => (event.currentTarget as HTMLInputElement).blur()}
       step={step}
       style={style}
       placeholder={placeholder}
       min={min}
       max={max}
-      onChange={onChange}
+      value={value !== undefined ? toValue(value) : undefined}
+      defaultValue={
+        defaultValue !== undefined ? toValue(defaultValue) : undefined
+      }
+      onChange={handleChange}
+      disabled={disabled}
+      className={cn(className)}
       {...rest}
     />
   );