diff --git a/src/components/Image/index.tsx b/src/components/Image/index.tsx
index ce329d01..06241ba0 100644
--- a/src/components/Image/index.tsx
+++ b/src/components/Image/index.tsx
@@ -1,8 +1,7 @@
 import { Skeleton } from '@/components/ui/skeleton'
 import { cn } from '@/lib/utils'
-import client from '@/services/client.service'
+import blossomService from '@/services/blossom.service'
 import { TImetaInfo } from '@/types'
-import { getHashFromURL } from 'blossom-client-sdk'
 import { decode } from 'blurhash'
 import { ImageOff } from 'lucide-react'
 import { HTMLAttributes, useEffect, useMemo, useRef, useState } from 'react'
@@ -28,63 +27,39 @@ export default function Image({
   const [isLoading, setIsLoading] = useState(true)
   const [displaySkeleton, setDisplaySkeleton] = useState(true)
   const [hasError, setHasError] = useState(false)
-  const [imageUrl, setImageUrl] = useState(url)
-  const [tried, setTried] = useState(new Set())
+  const [imageUrl, setImageUrl] = useState<string>()
 
   useEffect(() => {
-    setImageUrl(url)
     setIsLoading(true)
     setHasError(false)
     setDisplaySkeleton(true)
-    setTried(new Set())
+
+    if (pubkey) {
+      blossomService.getValidUrl(url, pubkey).then((validUrl) => {
+        setImageUrl(validUrl)
+      })
+    } else {
+      setImageUrl(url)
+    }
   }, [url])
 
   if (hideIfError && hasError) return null
 
   const handleError = async () => {
-    let oldImageUrl: URL | undefined
-    let hash: string | null = null
-    try {
-      oldImageUrl = new URL(imageUrl)
-      hash = getHashFromURL(oldImageUrl)
-    } catch (error) {
-      console.error('Invalid image URL:', error)
-    }
-    if (!pubkey || !hash || !oldImageUrl) {
+    const nextUrl = await blossomService.tryNextUrl(url)
+    if (nextUrl) {
+      setImageUrl(nextUrl)
+    } else {
       setIsLoading(false)
       setHasError(true)
-      return
     }
-
-    const ext = oldImageUrl.pathname.match(/\.\w+$/i)
-    setTried((prev) => new Set(prev.add(oldImageUrl.hostname)))
-
-    const blossomServerList = await client.fetchBlossomServerList(pubkey)
-    const urls = blossomServerList
-      .map((server) => {
-        try {
-          return new URL(server)
-        } catch (error) {
-          console.error('Invalid Blossom server URL:', server, error)
-          return undefined
-        }
-      })
-      .filter((url) => !!url && !tried.has(url.hostname))
-    const nextUrl = urls[0]
-    if (!nextUrl) {
-      setIsLoading(false)
-      setHasError(true)
-      return
-    }
-
-    nextUrl.pathname = '/' + hash + ext
-    setImageUrl(nextUrl.toString())
   }
 
   const handleLoad = () => {
     setIsLoading(false)
     setHasError(false)
     setTimeout(() => setDisplaySkeleton(false), 600)
+    blossomService.markAsSuccess(url, imageUrl || url)
   }
 
   return (
@@ -95,14 +70,14 @@ export default function Image({
             <BlurHashCanvas
               blurHash={blurHash}
               className={cn(
-                'absolute inset-0 transition-opacity duration-500 rounded-lg',
+                'absolute inset-0 transition-opacity rounded-lg',
                 isLoading ? 'opacity-100' : 'opacity-0'
               )}
             />
           ) : (
             <Skeleton
               className={cn(
-                'absolute inset-0 transition-opacity duration-500 rounded-lg',
+                'absolute inset-0 transition-opacity rounded-lg',
                 isLoading ? 'opacity-100' : 'opacity-0'
               )}
             />
@@ -115,28 +90,38 @@ export default function Image({
           alt={alt}
           decoding="async"
           loading="lazy"
+          {...props}
           onLoad={handleLoad}
           onError={handleError}
           className={cn(
-            'object-cover rounded-lg w-full h-full transition-opacity duration-500',
+            'object-cover rounded-lg w-full h-full transition-opacity',
+            isLoading ? 'opacity-0' : 'opacity-100',
             className
           )}
           width={dim?.width}
           height={dim?.height}
-          {...props}
         />
       )}
-      {hasError && (
-        <div
-          className={cn(
-            'object-cover flex flex-col items-center justify-center w-full h-full bg-muted',
-            className,
-            classNames.errorPlaceholder
-          )}
-        >
-          {errorPlaceholder}
-        </div>
-      )}
+      {hasError &&
+        (typeof errorPlaceholder === 'string' ? (
+          <img
+            src={errorPlaceholder}
+            alt={alt}
+            decoding="async"
+            loading="lazy"
+            className={cn('object-cover rounded-lg w-full h-full transition-opacity', className)}
+          />
+        ) : (
+          <div
+            className={cn(
+              'object-cover flex flex-col items-center justify-center w-full h-full bg-muted',
+              className,
+              classNames.errorPlaceholder
+            )}
+          >
+            {errorPlaceholder}
+          </div>
+        ))}
     </div>
   )
 }
diff --git a/src/components/Profile/index.tsx b/src/components/Profile/index.tsx
index 12dbb529..27516b59 100644
--- a/src/components/Profile/index.tsx
+++ b/src/components/Profile/index.tsx
@@ -7,12 +7,10 @@ import ProfileBanner from '@/components/ProfileBanner'
 import ProfileOptions from '@/components/ProfileOptions'
 import ProfileZapButton from '@/components/ProfileZapButton'
 import PubkeyCopy from '@/components/PubkeyCopy'
-import { Avatar, AvatarFallback, AvatarImage } from '@/components/ui/avatar'
 import { Button } from '@/components/ui/button'
 import { Skeleton } from '@/components/ui/skeleton'
 import { useFetchFollowings, useFetchProfile } from '@/hooks'
 import { toMuteList, toProfileEditor } from '@/lib/link'
-import { generateImageByPubkey } from '@/lib/pubkey'
 import { SecondaryPageLink, useSecondaryPage } from '@/PageManager'
 import { useMuteList } from '@/providers/MuteListProvider'
 import { useNostr } from '@/providers/NostrProvider'
@@ -22,6 +20,7 @@ import { useCallback, useEffect, useMemo, useState } from 'react'
 import { useTranslation } from 'react-i18next'
 import NotFound from '../NotFound'
 import SearchInput from '../SearchInput'
+import { SimpleUserAvatar } from '../UserAvatar'
 import FollowedBy from './FollowedBy'
 import Followings from './Followings'
 import ProfileFeed from './ProfileFeed'
@@ -41,10 +40,6 @@ export default function Profile({ id }: { id?: string }) {
       !!accountPubkey && accountPubkey !== profile?.pubkey && followings.includes(accountPubkey)
     )
   }, [followings, profile, accountPubkey])
-  const defaultImage = useMemo(
-    () => (profile?.pubkey ? generateImageByPubkey(profile?.pubkey) : ''),
-    [profile]
-  )
   const [topContainerHeight, setTopContainerHeight] = useState(0)
   const isSelf = accountPubkey === profile?.pubkey
   const [topContainer, setTopContainer] = useState<HTMLDivElement | null>(null)
@@ -114,18 +109,16 @@ export default function Profile({ id }: { id?: string }) {
   }
   if (!profile) return <NotFound />
 
-  const { banner, username, about, avatar, pubkey, website, lightningAddress } = profile
+  const { banner, username, about, pubkey, website, lightningAddress } = profile
   return (
     <>
       <div ref={topContainerRef}>
         <div className="relative bg-cover bg-center mb-2">
           <ProfileBanner banner={banner} pubkey={pubkey} className="w-full aspect-[3/1]" />
-          <Avatar className="w-24 h-24 absolute left-3 bottom-0 translate-y-1/2 border-4 border-background">
-            <AvatarImage src={avatar} className="object-cover object-center" />
-            <AvatarFallback>
-              <img src={defaultImage} />
-            </AvatarFallback>
-          </Avatar>
+          <SimpleUserAvatar
+            userId={pubkey}
+            className="w-24 h-24 absolute left-3 bottom-0 translate-y-1/2 border-4 border-background rounded-full"
+          />
         </div>
         <div className="px-4">
           <div className="flex justify-end h-8 gap-2 items-center">
diff --git a/src/components/ProfileBanner/index.tsx b/src/components/ProfileBanner/index.tsx
index bfde5b33..dbf025d6 100644
--- a/src/components/ProfileBanner/index.tsx
+++ b/src/components/ProfileBanner/index.tsx
@@ -1,7 +1,7 @@
 import { generateImageByPubkey } from '@/lib/pubkey'
+import { cn } from '@/lib/utils'
 import { useEffect, useMemo, useState } from 'react'
 import Image from '../Image'
-import { cn } from '@/lib/utils'
 
 export default function ProfileBanner({
   pubkey,
@@ -28,7 +28,7 @@ export default function ProfileBanner({
       image={{ url: bannerUrl, pubkey }}
       alt={`${pubkey} banner`}
       className={cn('rounded-none', className)}
-      onError={() => setBannerUrl(defaultBanner)}
+      errorPlaceholder={defaultBanner}
     />
   )
 }
diff --git a/src/components/ProfileCard/index.tsx b/src/components/ProfileCard/index.tsx
index 6d9b6314..d167fb64 100644
--- a/src/components/ProfileCard/index.tsx
+++ b/src/components/ProfileCard/index.tsx
@@ -1,11 +1,14 @@
 import { useFetchProfile } from '@/hooks'
+import { userIdToPubkey } from '@/lib/pubkey'
+import { useMemo } from 'react'
 import FollowButton from '../FollowButton'
 import Nip05 from '../Nip05'
 import ProfileAbout from '../ProfileAbout'
 import { SimpleUserAvatar } from '../UserAvatar'
 
-export default function ProfileCard({ pubkey }: { pubkey: string }) {
-  const { profile } = useFetchProfile(pubkey)
+export default function ProfileCard({ userId }: { userId: string }) {
+  const pubkey = useMemo(() => userIdToPubkey(userId), [userId])
+  const { profile } = useFetchProfile(userId)
   const { username, about } = profile || {}
 
   return (
diff --git a/src/components/UserAvatar/index.tsx b/src/components/UserAvatar/index.tsx
index 187beb6c..38fa3934 100644
--- a/src/components/UserAvatar/index.tsx
+++ b/src/components/UserAvatar/index.tsx
@@ -1,4 +1,3 @@
-import { Avatar, AvatarFallback, AvatarImage } from '@/components/ui/avatar'
 import { HoverCard, HoverCardContent, HoverCardTrigger } from '@/components/ui/hover-card'
 import { Skeleton } from '@/components/ui/skeleton'
 import { useFetchProfile } from '@/hooks'
@@ -7,6 +6,7 @@ import { generateImageByPubkey } from '@/lib/pubkey'
 import { cn } from '@/lib/utils'
 import { SecondaryPageLink } from '@/PageManager'
 import { useMemo } from 'react'
+import Image from '../Image'
 import ProfileCard from '../ProfileCard'
 
 const UserAvatarSizeCnMap = {
@@ -29,33 +29,15 @@ export default function UserAvatar({
   className?: string
   size?: 'large' | 'big' | 'semiBig' | 'normal' | 'medium' | 'small' | 'xSmall' | 'tiny'
 }) {
-  const { profile } = useFetchProfile(userId)
-  const defaultAvatar = useMemo(
-    () => (profile?.pubkey ? generateImageByPubkey(profile.pubkey) : ''),
-    [profile]
-  )
-
-  if (!profile) {
-    return (
-      <Skeleton className={cn('shrink-0', UserAvatarSizeCnMap[size], 'rounded-full', className)} />
-    )
-  }
-  const { avatar, pubkey } = profile
-
   return (
     <HoverCard>
       <HoverCardTrigger>
-        <SecondaryPageLink to={toProfile(pubkey)} onClick={(e) => e.stopPropagation()}>
-          <Avatar className={cn('shrink-0', UserAvatarSizeCnMap[size], className)}>
-            <AvatarImage src={avatar} className="object-cover object-center" />
-            <AvatarFallback>
-              <img src={defaultAvatar} alt={pubkey} />
-            </AvatarFallback>
-          </Avatar>
+        <SecondaryPageLink to={toProfile(userId)} onClick={(e) => e.stopPropagation()}>
+          <SimpleUserAvatar userId={userId} size={size} className={className} />
         </SecondaryPageLink>
       </HoverCardTrigger>
       <HoverCardContent className="w-72">
-        <ProfileCard pubkey={pubkey} />
+        <ProfileCard userId={userId} />
       </HoverCardContent>
     </HoverCard>
   )
@@ -68,7 +50,7 @@ export function SimpleUserAvatar({
   onClick
 }: {
   userId: string
-  size?: 'large' | 'big' | 'normal' | 'medium' | 'small' | 'xSmall' | 'tiny'
+  size?: 'large' | 'big' | 'semiBig' | 'normal' | 'medium' | 'small' | 'xSmall' | 'tiny'
   className?: string
   onClick?: (e: React.MouseEvent<HTMLDivElement, MouseEvent>) => void
 }) {
@@ -83,14 +65,17 @@ export function SimpleUserAvatar({
       <Skeleton className={cn('shrink-0', UserAvatarSizeCnMap[size], 'rounded-full', className)} />
     )
   }
-  const { avatar, pubkey } = profile
+  const { avatar, pubkey } = profile || {}
 
   return (
-    <Avatar className={cn('shrink-0', UserAvatarSizeCnMap[size], className)} onClick={onClick}>
-      <AvatarImage src={avatar} className="object-cover object-center" />
-      <AvatarFallback>
-        <img src={defaultAvatar} alt={pubkey} />
-      </AvatarFallback>
-    </Avatar>
+    <Image
+      image={{ url: avatar ?? defaultAvatar, pubkey }}
+      errorPlaceholder={defaultAvatar}
+      className="object-cover object-center"
+      classNames={{
+        wrapper: cn('shrink-0 rounded-full bg-background', UserAvatarSizeCnMap[size], className)
+      }}
+      onClick={onClick}
+    />
   )
 }
diff --git a/src/components/Username/index.tsx b/src/components/Username/index.tsx
index 918ca7d6..470757e0 100644
--- a/src/components/Username/index.tsx
+++ b/src/components/Username/index.tsx
@@ -29,24 +29,22 @@ export default function Username({
   }
   if (!profile) return null
 
-  const { username, pubkey } = profile
-
   return (
     <HoverCard>
       <HoverCardTrigger asChild>
         <div className={className}>
           <SecondaryPageLink
-            to={toProfile(pubkey)}
+            to={toProfile(userId)}
             className="truncate hover:underline"
             onClick={(e) => e.stopPropagation()}
           >
             {showAt && '@'}
-            {username}
+            {profile.username}
           </SecondaryPageLink>
         </div>
       </HoverCardTrigger>
       <HoverCardContent className="w-80">
-        <ProfileCard pubkey={pubkey} />
+        <ProfileCard userId={userId} />
       </HoverCardContent>
     </HoverCard>
   )
diff --git a/src/services/blossom.service.ts b/src/services/blossom.service.ts
new file mode 100644
index 00000000..3717e8c7
--- /dev/null
+++ b/src/services/blossom.service.ts
@@ -0,0 +1,95 @@
+import client from '@/services/client.service'
+import { getHashFromURL } from 'blossom-client-sdk'
+
+class BlossomService {
+  static instance: BlossomService
+  private cacheMap = new Map<
+    string,
+    {
+      pubkey: string
+      resolve: (url: string) => void
+      promise: Promise<string>
+      tried: Set<string>
+    }
+  >()
+
+  constructor() {
+    if (!BlossomService.instance) {
+      BlossomService.instance = this
+    }
+    return BlossomService.instance
+  }
+
+  async getValidUrl(url: string, pubkey: string): Promise<string> {
+    const cache = this.cacheMap.get(url)
+    if (cache) {
+      return cache.promise
+    }
+
+    let resolveFunc: (url: string) => void
+    const promise = new Promise<string>((resolve) => {
+      resolveFunc = resolve
+    })
+    const tried = new Set<string>()
+    this.cacheMap.set(url, { pubkey, resolve: resolveFunc!, promise, tried })
+
+    return url
+  }
+
+  async tryNextUrl(originalUrl: string): Promise<string | null> {
+    const entry = this.cacheMap.get(originalUrl)
+    if (!entry) {
+      return null
+    }
+
+    const { pubkey, tried, resolve } = entry
+    let oldImageUrl: URL | undefined
+    let hash: string | null = null
+    try {
+      oldImageUrl = new URL(originalUrl)
+      hash = getHashFromURL(oldImageUrl)
+    } catch (error) {
+      console.error('Invalid image URL:', error)
+    }
+    if (!pubkey || !hash || !oldImageUrl) {
+      resolve(originalUrl)
+      return null
+    }
+
+    const ext = oldImageUrl.pathname.match(/\.\w+$/i)
+
+    const blossomServerList = await client.fetchBlossomServerList(pubkey)
+    const urls = blossomServerList
+      .map((server) => {
+        try {
+          return new URL(server)
+        } catch (error) {
+          console.error('Invalid Blossom server URL:', server, error)
+          return undefined
+        }
+      })
+      .filter((url) => !!url && !tried.has(url.hostname))
+    const nextUrl = urls[0]
+    if (!nextUrl) {
+      resolve(originalUrl)
+      return null
+    }
+
+    tried.add(nextUrl.hostname)
+    nextUrl.pathname = '/' + hash + ext
+    return nextUrl.toString()
+  }
+
+  markAsSuccess(originalUrl: string, successUrl: string) {
+    const entry = this.cacheMap.get(originalUrl)
+    if (!entry) return
+
+    entry.resolve(successUrl)
+    if (originalUrl === successUrl) {
+      this.cacheMap.delete(originalUrl)
+    }
+  }
+}
+
+const instance = new BlossomService()
+export default instance