diff --git a/backend/internal/handler/openai_gateway_handler.go b/backend/internal/handler/openai_gateway_handler.go
index 5f811ff25b..6730529743 100644
--- a/backend/internal/handler/openai_gateway_handler.go
+++ b/backend/internal/handler/openai_gateway_handler.go
@@ -358,17 +358,6 @@ func (h *OpenAIGatewayHandler) Responses(c *gin.Context) {
 		if channelMapping.Mapped {
 			forwardBody = h.gatewayService.ReplaceModelInBody(body, channelMapping.MappedModel)
 		}
-		// 切组/会话失配防护：previous_response_id 未在当前分组命中粘连账号（StickyPreviousHit=false）
-		// 说明会话链不属于本次账号，携带它会触发上游会话链鉴权失败，故主动剥离改用完整 input 重建。
-		// 带 function_call_output 的工具续链无法重建，保持原样（与 WS 重连恢复一致）。
-		if previousResponseID != "" && !scheduleDecision.StickyPreviousHit &&
-			!service.ValidateFunctionCallOutputContextBytes(forwardBody).HasFunctionCallOutput {
-			forwardBody = service.RemovePreviousResponseIDFromBody(forwardBody)
-			reqLog.Debug("openai.previous_response_id_stripped_cross_group",
-				zap.Int64("account_id", account.ID),
-				zap.String("schedule_layer", scheduleDecision.Layer),
-			)
-		}
 		writerSizeBeforeForward := c.Writer.Size()
 		result, err := func() (*service.OpenAIForwardResult, error) {
 			defer func() {
@@ -1504,6 +1493,18 @@ func (h *OpenAIGatewayHandler) ResponsesWebSocket(c *gin.Context) {
 		if channelMappingWS.Mapped {
 			wsFirstMessage = h.gatewayService.ReplaceModelInBody(firstMessage, channelMappingWS.MappedModel)
 		}
+		// 切组/会话失配防护：previous_response_id 未在当前分组命中粘连账号（StickyPreviousHit=false），
+		// 说明该会话链不属于本次调度到的账号，原样转发会触发上游会话链鉴权失败（“鉴权失败，请检查 API Key”）。
+		// 故剥离首包里的 previous_response_id，改用首包内 input 重建上下文；带 function_call_output 的
+		// 工具续链无法重建，保持原样。仅作用于首轮首包，后续 turn 的续链由 WS 转发层既有逻辑处理。
+		if previousResponseID != "" && !scheduleDecision.StickyPreviousHit &&
+			!service.ValidateFunctionCallOutputContextBytes(wsFirstMessage).HasFunctionCallOutput {
+			wsFirstMessage = service.RemovePreviousResponseIDFromBody(wsFirstMessage)
+			reqLog.Debug("openai.websocket_previous_response_id_stripped_cross_group",
+				zap.Int64("account_id", account.ID),
+				zap.String("schedule_layer", scheduleDecision.Layer),
+			)
+		}
 
 		// WebSocket 首包可能很大，hash 必须在 hooks 外算成字符串，避免 AfterTurn 闭包保活请求体。
 		requestPayloadHash = service.HashUsageRequestPayload(wsFirstMessage)
diff --git a/backend/internal/service/channel_service_test.go b/backend/internal/service/channel_service_test.go
index e737a21125..381b8c6c25 100644
--- a/backend/internal/service/channel_service_test.go
+++ b/backend/internal/service/channel_service_test.go
@@ -9,6 +9,7 @@ import (
 
 	"github.com/Wei-Shaw/sub2api/internal/pkg/pagination"
 	"github.com/stretchr/testify/require"
+	"github.com/tidwall/gjson"
 )
 
 // ---------------------------------------------------------------------------
@@ -1921,6 +1922,33 @@ func TestReplaceModelInBody_InvalidJSON(t *testing.T) {
 	require.Equal(t, arrayBody, result2)
 }
 
+func TestRemovePreviousResponseIDFromBody(t *testing.T) {
+	t.Run("empty body returned as-is", func(t *testing.T) {
+		require.Equal(t, []byte{}, RemovePreviousResponseIDFromBody([]byte{}))
+		require.Nil(t, RemovePreviousResponseIDFromBody(nil))
+	})
+
+	t.Run("no previous_response_id field is a no-op", func(t *testing.T) {
+		body := []byte(`{"model":"gpt-5","input":"hi"}`)
+		result := RemovePreviousResponseIDFromBody(body)
+		require.Equal(t, body, result)
+	})
+
+	t.Run("strips previous_response_id and preserves other fields", func(t *testing.T) {
+		body := []byte(`{"model":"gpt-5","previous_response_id":"resp_abc","input":"hi"}`)
+		result := RemovePreviousResponseIDFromBody(body)
+		require.False(t, gjson.GetBytes(result, "previous_response_id").Exists())
+		require.Equal(t, "gpt-5", gjson.GetBytes(result, "model").String())
+		require.Equal(t, "hi", gjson.GetBytes(result, "input").String())
+	})
+
+	t.Run("empty-string previous_response_id is also stripped", func(t *testing.T) {
+		body := []byte(`{"model":"gpt-5","previous_response_id":""}`)
+		result := RemovePreviousResponseIDFromBody(body)
+		require.False(t, gjson.GetBytes(result, "previous_response_id").Exists())
+	})
+}
+
 // ===========================================================================
 // 7. isPlatformPricingMatch
 // ===========================================================================