diff --git a/src/runtime/providers/bunny.ts b/src/runtime/providers/bunny.ts
index 62e1f2e9b..69d228bc3 100644
--- a/src/runtime/providers/bunny.ts
+++ b/src/runtime/providers/bunny.ts
@@ -1,4 +1,4 @@
-import { joinURL } from 'ufo'
+import { withBase, withQuery, getQuery } from 'ufo'
 import { createOperationsGenerator } from '../utils/index'
 import { defineProvider } from '../utils/provider'
 
@@ -32,7 +32,7 @@ export default defineProvider<BunnyOptions>({
   getImage: (src, { modifiers, baseURL }) => {
     const operations = operationsGenerator(modifiers)
     return {
-      url: joinURL(baseURL, src + (operations ? '?' + operations : '')),
+      url: withQuery(withBase(src, baseURL), getQuery('?' + operations)),
     }
   },
 })
diff --git a/test/e2e/__snapshots__/bunny.json5 b/test/e2e/__snapshots__/bunny.json5
index 48e639af2..dd21a529c 100644
--- a/test/e2e/__snapshots__/bunny.json5
+++ b/test/e2e/__snapshots__/bunny.json5
@@ -1,12 +1,12 @@
 {
   "requests": [
-    "https://bunnyoptimizerdemo.b-cdn.net/bunny1.jpg?sharpen=true&aspect_ratio=16%3A9&width=1000&quality=80",
-    "https://bunnyoptimizerdemo.b-cdn.net/bunny2.jpg?crop=750%2C750&crop_gravity=north",
+    "https://bunnyoptimizerdemo.b-cdn.net/bunny1.jpg?sharpen=true&aspect_ratio=16:9&width=1000&quality=80",
+    "https://bunnyoptimizerdemo.b-cdn.net/bunny2.jpg?crop=750,750&crop_gravity=north",
     "https://bunnyoptimizerdemo.b-cdn.net/bunny3.jpg?flop=true&auto_optimize=high",
   ],
   "sources": [
-    "https://bunnyoptimizerdemo.b-cdn.net/bunny1.jpg?sharpen=true&aspect_ratio=16%3A9&width=1000&quality=80",
-    "https://bunnyoptimizerdemo.b-cdn.net/bunny2.jpg?crop=750%2C750&crop_gravity=north",
+    "https://bunnyoptimizerdemo.b-cdn.net/bunny1.jpg?sharpen=true&aspect_ratio=16:9&width=1000&quality=80",
+    "https://bunnyoptimizerdemo.b-cdn.net/bunny2.jpg?crop=750,750&crop_gravity=north",
     "https://bunnyoptimizerdemo.b-cdn.net/bunny3.jpg?flop=true&auto_optimize=high",
   ],
 }
\ No newline at end of file