diff --git a/packages/core/src/metrics/util.ts b/packages/core/src/metrics/util.ts
index 6992c31..dc39371 100644
--- a/packages/core/src/metrics/util.ts
+++ b/packages/core/src/metrics/util.ts
@@ -49,3 +49,19 @@ export function getStatusCodeGroup(statusCode: number) {
         }
     }
 }
+
+/**
+ * Make URL start with slash and have maximum depth.
+ */
+export const normalizeUrlWithTrimming = (url: string, maxDepth = 0) => {
+    if (maxDepth < 0) {
+        throw new Error('maxDepth must be bigger than 0')
+    }
+
+    if (maxDepth === 0) {
+        return url
+    }
+
+    const withStartingSlashUrl = url.startsWith('/') ? url : `/${url}`
+    return withStartingSlashUrl.split('/', maxDepth + 1).join('/')
+}
diff --git a/packages/core/src/next/utils.ts b/packages/core/src/next/utils.ts
index 5aff60f..2444142 100644
--- a/packages/core/src/next/utils.ts
+++ b/packages/core/src/next/utils.ts
@@ -3,6 +3,8 @@ import path from 'node:path'
 
 import {glob} from 'glob'
 
+import {normalizeUrlWithTrimming} from '../metrics/util'
+
 interface RouteInfo {
     page: string
     regex: string
@@ -40,7 +42,7 @@ export function getNextRoutesManifest() {
  * Creates a function that normalizes Next.js URLs to route patterns for metrics
  * @returns Function that takes a URL and returns the normalized route pattern
  */
-export function createNextRoutesUrlGroup() {
+export function createNextRoutesUrlGroup(maxNormalizedUrlDepth: number) {
     const {basePath, routes} = getNextRoutesManifest()
 
     return function getUrlGroup(originalUrl: string) {
@@ -69,6 +71,6 @@ export function createNextRoutesUrlGroup() {
             }
         }
 
-        return withoutBasePathUrl
+        return normalizeUrlWithTrimming(withoutBasePathUrl, maxNormalizedUrlDepth)
     }
 }
diff --git a/packages/core/src/types.ts b/packages/core/src/types.ts
index 72e15ee..91b5a56 100644
--- a/packages/core/src/types.ts
+++ b/packages/core/src/types.ts
@@ -10,4 +10,6 @@ export interface CommonPrometheusExporterOptions {
     metricsPath?: string
     /** Whether to collect default Node.js metrics */
     collectDefaultMetrics?: boolean
+    /** URL depth limit for path normalization */
+    maxNormalizedUrlDepth?: number
 }
diff --git a/packages/hono/src/exporter.ts b/packages/hono/src/exporter.ts
index bced9fa..4e65538 100644
--- a/packages/hono/src/exporter.ts
+++ b/packages/hono/src/exporter.ts
@@ -35,6 +35,7 @@ export async function createHonoPrometheusExporter({
     bypass,
     normalizePath,
     formatStatusCode,
+    maxNormalizedUrlDepth,
 }: HonoPrometheusExporterOptions) {
     // Disabled: return noop
     if (!enabled) {
@@ -65,7 +66,13 @@ export async function createHonoPrometheusExporter({
 
     registerGaugeUp()
 
-    const middleware = getHonoMetricsMiddleware({nextjs, bypass, normalizePath, formatStatusCode})
+    const middleware = getHonoMetricsMiddleware({
+        nextjs,
+        bypass,
+        normalizePath,
+        formatStatusCode,
+        maxNormalizedUrlDepth,
+    })
 
     // PM2 mode: aggregated metrics from all workers
     // Standalone mode: single process metrics
diff --git a/packages/hono/src/middleware/metrics.ts b/packages/hono/src/middleware/metrics.ts
index db89e08..8cd1997 100644
--- a/packages/hono/src/middleware/metrics.ts
+++ b/packages/hono/src/middleware/metrics.ts
@@ -4,6 +4,7 @@ import {
     getStatusCodeGroup,
     isBypassPath,
     startTraceHistogram,
+    trimUrl,
 } from '@naverpay/prometheus-core'
 
 import type {HonoPrometheusExporterOptions} from '../types'
@@ -20,12 +21,20 @@ export function getHonoMetricsMiddleware({
     bypass,
     normalizePath,
     formatStatusCode,
-}: Pick<HonoPrometheusExporterOptions, 'nextjs' | 'bypass' | 'normalizePath' | 'formatStatusCode'>): MiddlewareHandler {
-    const normalizeNextRoutesPath = nextjs ? createNextRoutesUrlGroup() : undefined
+    maxNormalizedUrlDepth,
+}: Pick<
+    HonoPrometheusExporterOptions,
+    'nextjs' | 'bypass' | 'normalizePath' | 'formatStatusCode' | 'maxNormalizedUrlDepth'
+>): MiddlewareHandler {
+    const normalizeNextRoutesPath = nextjs ? createNextRoutesUrlGroup(maxNormalizedUrlDepth) : undefined
 
     const extendedNormalizePath = (context: Context) => {
         const url = new URL(context.req.url)
-        return normalizeNextRoutesPath?.(url.href) || normalizePath?.(context) || url.pathname
+        return (
+            normalizeNextRoutesPath?.(url.href) ||
+            normalizePath?.(context) ||
+            trimUrl(url.pathname, maxNormalizedUrlDepth)
+        )
     }
 
     return async (context, next) => {
diff --git a/packages/koa/src/exporter.ts b/packages/koa/src/exporter.ts
index 3d47457..0a0d701 100644
--- a/packages/koa/src/exporter.ts
+++ b/packages/koa/src/exporter.ts
@@ -35,6 +35,7 @@ export async function createKoaPrometheusExporter({
     bypass,
     normalizePath,
     formatStatusCode,
+    maxNormalizedUrlDepth,
 }: KoaPrometheusExporterOptions) {
     // Disabled: return noop
     if (!enabled) {
@@ -65,7 +66,7 @@ export async function createKoaPrometheusExporter({
 
     registerGaugeUp()
 
-    const middleware = getKoaMetricsMiddleware({nextjs, bypass, normalizePath, formatStatusCode})
+    const middleware = getKoaMetricsMiddleware({nextjs, bypass, normalizePath, formatStatusCode, maxNormalizedUrlDepth})
 
     // PM2 mode: aggregated metrics from all workers
     // Standalone mode: single process metrics
diff --git a/packages/koa/src/middleware/metrics.ts b/packages/koa/src/middleware/metrics.ts
index ca3c437..bf478c4 100644
--- a/packages/koa/src/middleware/metrics.ts
+++ b/packages/koa/src/middleware/metrics.ts
@@ -4,6 +4,7 @@ import {
     getStatusCodeGroup,
     isBypassPath,
     startTraceHistogram,
+    trimUrl,
 } from '@naverpay/prometheus-core'
 import onFinished from 'on-finished'
 
@@ -21,11 +22,15 @@ export function getKoaMetricsMiddleware({
     bypass,
     normalizePath,
     formatStatusCode,
-}: Pick<KoaPrometheusExporterOptions, 'nextjs' | 'bypass' | 'normalizePath' | 'formatStatusCode'>): Middleware {
-    const normalizeNextRoutesPath = nextjs ? createNextRoutesUrlGroup() : undefined
+    maxNormalizedUrlDepth,
+}: Pick<
+    KoaPrometheusExporterOptions,
+    'nextjs' | 'bypass' | 'normalizePath' | 'formatStatusCode' | 'maxNormalizedUrlDepth'
+>): Middleware {
+    const normalizeNextRoutesPath = nextjs ? createNextRoutesUrlGroup(maxNormalizedUrlDepth) : undefined
 
     const extendedNormalizePath = (context: Context) => {
-        return normalizeNextRoutesPath?.(context.url) || normalizePath?.(context) || context.path
+        return normalizeNextRoutesPath?.(context.url) || normalizePath?.(context) || trimUrl(context.path)
     }
 
     return async (context, next) => {
diff --git a/packages/next/src/index.ts b/packages/next/src/index.ts
index a26b294..0efcf60 100644
--- a/packages/next/src/index.ts
+++ b/packages/next/src/index.ts
@@ -50,6 +50,7 @@ export async function createNextServerWithMetrics({
     bypass,
     normalizePath,
     formatStatusCode,
+    maxNormalizedUrlDepth,
 }: NextjsPrometheusExporterOptions) {
     const app = next(nextOptions)
     await app.prepare()
@@ -73,7 +74,7 @@ export async function createNextServerWithMetrics({
         registerGaugeUp()
     }
 
-    const normalizeNextRoutesPath = createNextRoutesUrlGroup()
+    const normalizeNextRoutesPath = createNextRoutesUrlGroup(maxNormalizedUrlDepth)
 
     const server = http.createServer(async (request, response) => {
         if (!pm2) {