diff --git a/nonebot/drivers/aiohttp.py b/nonebot/drivers/aiohttp.py
index 154034c42db7..d651517a1855 100644
--- a/nonebot/drivers/aiohttp.py
+++ b/nonebot/drivers/aiohttp.py
@@ -90,9 +90,7 @@ def client(self) -> aiohttp.ClientSession:
     @override
     async def request(self, setup: Request) -> Response:
         if self._params:
-            params = self._params.copy()
-            params.update(setup.url.query)
-            url = setup.url.with_query(params)
+            url = setup.url.with_query({**self._params, **setup.url.query})
         else:
             url = setup.url
 
diff --git a/nonebot/drivers/httpx.py b/nonebot/drivers/httpx.py
index 09efc6bdc850..c6c015af7255 100644
--- a/nonebot/drivers/httpx.py
+++ b/nonebot/drivers/httpx.py
@@ -82,6 +82,8 @@ async def request(self, setup: Request) -> Response:
             data=setup.data,
             files=setup.files,
             json=setup.json,
+            # ensure the params priority
+            params=setup.url.raw_query_string,
             headers=tuple(setup.headers.items()),
             cookies=setup.cookies.jar,
             timeout=setup.timeout,