diff --git a/apps/desktop/src/App.vue b/apps/desktop/src/App.vue
index 03e774aa65..6d684d8397 100644
--- a/apps/desktop/src/App.vue
+++ b/apps/desktop/src/App.vue
@@ -406,6 +406,7 @@ const {
   blockDangerousRedisCommands,
   onMissingDatabase: promptActiveDatabaseSelection,
   requestDangerConfirmation: (request) => sqlExecutionDangerStore.requestConfirmation(request),
+  onExecutionStarted: (editorViewportRequestId) => contentAreaRef.value?.acceptQueryEditorExecutionViewport(editorViewportRequestId),
 });
 
 function requestActiveEditorExecute() {
diff --git a/apps/desktop/src/components/editor/QueryEditor.vue b/apps/desktop/src/components/editor/QueryEditor.vue
index c283cfc2b0..1bb091aaa4 100644
--- a/apps/desktop/src/components/editor/QueryEditor.vue
+++ b/apps/desktop/src/components/editor/QueryEditor.vue
@@ -22,6 +22,7 @@ import { canFormatSqlForDatabaseType, formatSqlForEditing, compressSqlText, type
 import { detectAndFormatStructured } from "@/lib/sql/autoFormat";
 import { enabledSqlParameterSyntaxes, resolveSqlVariableSyntaxToggles } from "@/lib/sql/sqlVariableSyntax";
 import { blankLineDeletionChanges, replaceSelectedEditorText } from "@/lib/editor/queryEditorTextEdits";
+import { createQueryEditorExecutionViewportOwnership } from "@/lib/editor/queryEditorExecutionViewport";
 import { joinQueryEditorLines } from "@/lib/editor/queryEditorJoinLines";
 import { insertQueryEditorNewline } from "@/lib/editor/queryEditorNewline";
 import { createSqlSignatureTooltipDom } from "@/lib/editor/sqlSignatureTooltip";
@@ -218,6 +219,7 @@ let viewportEmitFrame: number | null = null;
 let viewportRestoreFrame: number | null = null;
 let latestViewport: { scrollTop: number; scrollLeft: number } | undefined = props.initialViewport;
 let lastEmittedViewport: { scrollTop: number; scrollLeft: number } | undefined = props.initialViewport;
+const gutterExecutionViewport = createQueryEditorExecutionViewportOwnership();
 let latestSelection: { anchor: number; head: number } | undefined = props.initialSelection;
 const connectionStore = useConnectionStore();
 const settingsStore = useSettingsStore();
@@ -805,6 +807,9 @@ interface RequestExecuteOptions {
 }
 
 function emitExecutionRequest(source: SqlExecutionOverride, openInNewResultTab = false) {
+  if (typeof source === "string" || source.editorViewportRequestId === undefined) {
+    gutterExecutionViewport.cancelPendingRequest();
+  }
   if (openInNewResultTab) {
     emit("executeInNewResultTab", source);
   } else {
@@ -813,6 +818,7 @@ function emitExecutionRequest(source: SqlExecutionOverride, openInNewResultTab =
 }
 
 function requestExecute(options: RequestExecuteOptions = {}) {
+  gutterExecutionViewport.cancelPendingRequest();
   const currentView = view.value;
   if (!currentView) return false;
   currentView.focus();
@@ -1661,8 +1667,10 @@ function executeSqlStatementFromGutter(currentView: EditorViewType, line: { from
   event.stopPropagation();
   // Gutter play is always scoped to the statement/command for that line, even
   // when the main editor execute action would run the full document.
-  emitExecutionRequest(sqlExecutionSnapshotForRange(currentView, statementRange));
-  currentView.focus();
+  const editorViewportRequestId = gutterExecutionViewport.beginRequest();
+  emitExecutionRequest({ ...sqlExecutionSnapshotForRange(currentView, statementRange), editorViewportRequestId });
+  // 不主动聚焦编辑器，否则 CodeMirror 会把屏幕滚回之前的光标位置。
+  // currentView.focus();
   return true;
 }
 
@@ -5565,6 +5573,7 @@ function pauseQueryEditorBackgroundWork() {
   flushEditorSelection();
   clearTableNavigationHover();
   clearPendingCompletionTab();
+  gutterExecutionViewport.reset();
   editorIsActive = false;
   clearScheduledSemanticDiagnostics();
   completionEpoch++;
@@ -5723,7 +5732,8 @@ function openReplace(): boolean {
 }
 
 function scrollCursorIntoView() {
-  if (!view.value || !editorViewModule || !editorIsActive) return;
+  const preserveViewport = gutterExecutionViewport.consumeAcceptedRequest();
+  if (!view.value || !editorViewModule || !editorIsActive || preserveViewport) return;
   const pos = view.value.state.selection.main.head;
   // Use "center" rather than "nearest": by the time this runs, the results pane has already
   // opened/resized and shrunk the editor viewport, so the cursor's old position is often no
@@ -5741,10 +5751,15 @@ function dismissHoverTooltip() {
   view.value.dispatch({ effects: hoverCloseEffect });
 }
 
+function acceptGutterExecutionViewport(requestId: number) {
+  return gutterExecutionViewport.acceptRequest(requestId);
+}
+
 defineExpose({
   openSearch,
   openReplace,
   scrollCursorIntoView,
+  acceptGutterExecutionViewport,
   requestExecute,
   requestExecuteInNewResultTab,
   pasteClipboardAsSqlInCondition,
diff --git a/apps/desktop/src/components/layout/ContentArea.vue b/apps/desktop/src/components/layout/ContentArea.vue
index 8b37349da1..19e0700500 100644
--- a/apps/desktop/src/components/layout/ContentArea.vue
+++ b/apps/desktop/src/components/layout/ContentArea.vue
@@ -986,6 +986,10 @@ function requestQueryEditorExecuteInNewResultTab() {
   return queryEditorRef.value?.requestExecuteInNewResultTab();
 }
 
+function acceptQueryEditorExecutionViewport(requestId: number) {
+  return queryEditorRef.value?.acceptGutterExecutionViewport(requestId) ?? false;
+}
+
 async function handleExportQuery(payload: { sql: string; format: "csv" | "xlsx" | "txt"; columnComments?: (string | null)[] }) {
   const tab = props.activeTab;
   if (!tab || tab.mode !== "query") return;
@@ -1018,7 +1022,7 @@ async function executeRedisCommand(command: string): Promise<boolean> {
   return (await redisKeyBrowserRef.value?.executeCommand?.(command)) ?? false;
 }
 
-defineExpose({ focusSearch, refreshData, refreshQueryEditorCompletionCache, handleModRTarget, requestQueryEditorExecute, requestQueryEditorExecuteInNewResultTab, pasteClipboardAsSqlInCondition, applyTableStructureChanges, insertRedisCommand, executeRedisCommand });
+defineExpose({ focusSearch, refreshData, refreshQueryEditorCompletionCache, handleModRTarget, requestQueryEditorExecute, requestQueryEditorExecuteInNewResultTab, acceptQueryEditorExecutionViewport, pasteClipboardAsSqlInCondition, applyTableStructureChanges, insertRedisCommand, executeRedisCommand });
 </script>
 
 <template>
diff --git a/apps/desktop/src/composables/useSqlExecution.ts b/apps/desktop/src/composables/useSqlExecution.ts
index c2db1f16cb..08f11e9393 100644
--- a/apps/desktop/src/composables/useSqlExecution.ts
+++ b/apps/desktop/src/composables/useSqlExecution.ts
@@ -30,6 +30,7 @@ const DANGER_RE = /^\s*(DROP|DELETE|TRUNCATE|ALTER|UPDATE|MERGE|REPLACE)\b/i;
 
 interface SqlExecutionOptions {
   openInNewResultTab?: boolean;
+  editorViewportRequestId?: number;
 }
 
 interface TargetSqlExecutionInput {
@@ -113,6 +114,7 @@ export function useSqlExecution(deps: {
   blockDangerousRedisCommands?: Ref<boolean>;
   onMissingDatabase?: () => void;
   requestDangerConfirmation?: (request: SqlExecutionDangerRequest) => Promise<boolean>;
+  onExecutionStarted?: (editorViewportRequestId: number) => void;
 }) {
   const { t } = useI18n();
   const queryStore = useQueryStore();
@@ -136,31 +138,35 @@ export function useSqlExecution(deps: {
   const pendingDangerKind = ref<"sql" | "redis">("sql");
   const pendingDangerSourceOffset = ref<number | undefined>();
   const pendingOpenInNewResultTab = ref(false);
+  const pendingSqlParameterEditorViewportRequestId = ref<number | undefined>();
+  const pendingDangerEditorViewportRequestId = ref<number | undefined>();
   let pendingSqlParameterContinuation: ((sql: string, sourceOffset?: number) => Promise<void> | void) | undefined;
 
-  async function resolvedExecutableSql(source?: SqlExecutionOverride): Promise<{ sql: string; sourceOffset?: number }> {
+  async function resolvedExecutableSql(source?: SqlExecutionOverride): Promise<{ sql: string; sourceOffset?: number; editorViewportRequestId?: number }> {
     const atSetEnabled = resolveSqlVariableSyntaxToggles(settingsStore.editorSettings.sqlVariableSyntaxOverrides, deps.activeConnection.value?.db_type, settingsStore.editorSettings.sqlVariableSubstitutionEnabled).atSet;
     const expand = (sql: string) => (atSetEnabled ? expandSqlVariables(sql).sql : sql);
     if (typeof source === "string") return { sql: expand(source) };
 
     const resolved = deps.resolveExecutableSql ? await deps.resolveExecutableSql(source) : isSqlExecutionSnapshot(source) ? resolveExecutableSql(source.fullSql, source.selectedSql, { cursorPos: source.cursorPos }) : deps.executableSql.value;
     const sql = expand(resolved);
-    if (!isSqlExecutionSnapshot(source) || !source.selectedSql.trim() || sql !== resolved) return { sql };
+    const editorViewportRequestId = isSqlExecutionSnapshot(source) ? source.editorViewportRequestId : undefined;
+    if (!isSqlExecutionSnapshot(source) || !source.selectedSql.trim() || sql !== resolved) return { sql, editorViewportRequestId };
 
     const leadingWhitespace = source.selectedSql.length - source.selectedSql.trimStart().length;
-    return { sql, sourceOffset: source.selectionFrom + leadingWhitespace };
+    return { sql, sourceOffset: source.selectionFrom + leadingWhitespace, editorViewportRequestId };
   }
 
   async function tryExecute(sqlOverride?: SqlExecutionOverride, options: SqlExecutionOptions = {}) {
     const tab = deps.activeTab.value;
-    const { sql, sourceOffset } = await resolvedExecutableSql(sqlOverride);
+    const { sql, sourceOffset, editorViewportRequestId } = await resolvedExecutableSql(sqlOverride);
+    const executionOptions = { ...options, editorViewportRequestId };
     if (!tab || !sql.trim()) return;
     if (requiresDatabaseSelection(tab, deps.activeConnection.value, sql)) {
       deps.onMissingDatabase?.();
       return;
     }
-    if (supportsSqlTemplateParameters(deps.activeConnection.value, sql) && prepareSqlParameterDialog(sql, sourceOffset, options)) return;
-    await continueExecute(sql, sourceOffset, options);
+    if (supportsSqlTemplateParameters(deps.activeConnection.value, sql) && prepareSqlParameterDialog(sql, sourceOffset, executionOptions)) return;
+    await continueExecute(sql, sourceOffset, executionOptions);
   }
 
   function tryExecuteInNewResultTab(sqlOverride?: SqlExecutionOverride) {
@@ -195,6 +201,7 @@ export function useSqlExecution(deps: {
         pendingDangerKind.value = "redis";
         pendingDangerSourceOffset.value = sourceOffset;
         pendingOpenInNewResultTab.value = options.openInNewResultTab === true;
+        pendingDangerEditorViewportRequestId.value = options.editorViewportRequestId;
         suppressDangerConfirm.value = false;
         showDangerDialog.value = true;
         return;
@@ -219,6 +226,7 @@ export function useSqlExecution(deps: {
       pendingDangerKind.value = "sql";
       pendingDangerSourceOffset.value = sourceOffset;
       pendingOpenInNewResultTab.value = options.openInNewResultTab === true;
+      pendingDangerEditorViewportRequestId.value = options.editorViewportRequestId;
       suppressDangerConfirm.value = false;
       showDangerDialog.value = true;
     } else {
@@ -238,6 +246,7 @@ export function useSqlExecution(deps: {
     sqlParameterEnabledSyntaxes.value = enabledSyntaxes;
     pendingSourceOffset.value = sourceOffset;
     pendingOpenInNewResultTab.value = options.openInNewResultTab === true;
+    pendingSqlParameterEditorViewportRequestId.value = options.editorViewportRequestId;
     pendingSqlParameterContinuation = continuation;
     showSqlParameterDialog.value = true;
     return true;
@@ -287,6 +296,7 @@ export function useSqlExecution(deps: {
       ...(isRedis ? { skipRedisSafetyCheck: deps.blockDangerousRedisCommands?.value === false } : {}),
       ...(sourceOffset !== undefined ? { sourceOffset } : {}),
       ...(options.openInNewResultTab ? { openInNewResultTab: true } : {}),
+      ...(options.editorViewportRequestId !== undefined ? { onExecutionStarted: () => deps.onExecutionStarted?.(options.editorViewportRequestId!) } : {}),
     });
     if (producedResult === false) return;
     const sqlServerMessageResultIndex = executionDatabaseType === "sqlserver" ? tab.results?.findIndex((result) => result.server_message === true) : undefined;
@@ -518,19 +528,22 @@ export function useSqlExecution(deps: {
     const sourceOffset = pendingDangerSourceOffset.value;
     const kind = pendingDangerKind.value;
     const openInNewResultTab = pendingOpenInNewResultTab.value;
+    const editorViewportRequestId = pendingDangerEditorViewportRequestId.value;
     pendingDangerSql.value = "";
     pendingDangerSourceOffset.value = undefined;
     pendingDangerKind.value = "sql";
     pendingOpenInNewResultTab.value = false;
+    pendingDangerEditorViewportRequestId.value = undefined;
     if (suppressDangerConfirm.value && kind === "sql") {
       settingsStore.updateEditorSettings({ confirmDangerousSqlExecution: false });
     }
     suppressDangerConfirm.value = false;
-    await doExecute(sql, sourceOffset, { openInNewResultTab });
+    await doExecute(sql, sourceOffset, { openInNewResultTab, editorViewportRequestId });
   }
 
   async function onSqlParametersConfirm(sql: string) {
     const openInNewResultTab = pendingOpenInNewResultTab.value;
+    const editorViewportRequestId = pendingSqlParameterEditorViewportRequestId.value;
     showSqlParameterDialog.value = false;
     sqlParameterSourceSql.value = "";
     sqlParameterNames.value = [];
@@ -539,10 +552,11 @@ export function useSqlExecution(deps: {
     const sourceOffset = pendingSourceOffset.value;
     pendingSourceOffset.value = undefined;
     pendingOpenInNewResultTab.value = false;
+    pendingSqlParameterEditorViewportRequestId.value = undefined;
     const continuation = pendingSqlParameterContinuation;
     pendingSqlParameterContinuation = undefined;
     if (continuation) await continuation(sql, sourceOffset);
-    else await continueExecute(sql, sourceOffset, { openInNewResultTab });
+    else await continueExecute(sql, sourceOffset, { openInNewResultTab, editorViewportRequestId });
   }
 
   watch(showSqlParameterDialog, (open) => {
@@ -553,6 +567,7 @@ export function useSqlExecution(deps: {
     sqlParameterEnabledSyntaxes.value = [];
     pendingSourceOffset.value = undefined;
     pendingOpenInNewResultTab.value = false;
+    pendingSqlParameterEditorViewportRequestId.value = undefined;
     pendingSqlParameterContinuation = undefined;
   });
 
@@ -562,6 +577,7 @@ export function useSqlExecution(deps: {
     pendingDangerSourceOffset.value = undefined;
     pendingDangerKind.value = "sql";
     pendingOpenInNewResultTab.value = false;
+    pendingDangerEditorViewportRequestId.value = undefined;
     suppressDangerConfirm.value = false;
   });
 
diff --git a/apps/desktop/src/lib/__tests__/editor/queryEditorExecution.spec.ts b/apps/desktop/src/lib/__tests__/editor/queryEditorExecution.spec.ts
index 3f09c5779a..0b19b5acc5 100644
--- a/apps/desktop/src/lib/__tests__/editor/queryEditorExecution.spec.ts
+++ b/apps/desktop/src/lib/__tests__/editor/queryEditorExecution.spec.ts
@@ -1,8 +1,12 @@
 import { readFileSync } from "node:fs";
 import { describe, expect, it } from "vitest";
+import { createQueryEditorExecutionViewportOwnership } from "@/lib/editor/queryEditorExecutionViewport";
 
 const queryEditorSource = readFileSync(new URL("../../../components/editor/QueryEditor.vue", import.meta.url), "utf8");
 const contentAreaSource = readFileSync(new URL("../../../components/layout/ContentArea.vue", import.meta.url), "utf8");
+const appSource = readFileSync(new URL("../../../App.vue", import.meta.url), "utf8");
+const sqlExecutionSource = readFileSync(new URL("../../../composables/useSqlExecution.ts", import.meta.url), "utf8");
+const queryStoreSource = readFileSync(new URL("../../../stores/queryStore.ts", import.meta.url), "utf8");
 
 describe("QueryEditor execution routing", () => {
   it("routes the execution shortcut through the shared execution-mode contract while bypassing the picker", () => {
@@ -46,10 +50,18 @@ describe("QueryEditor execution routing", () => {
   });
 
   it("preserves the source range when executing from the statement gutter", () => {
-    expect(queryEditorSource).toContain("emitExecutionRequest(sqlExecutionSnapshotForRange(currentView, statementRange))");
+    expect(queryEditorSource).toContain("const editorViewportRequestId = gutterExecutionViewport.beginRequest()");
+    expect(queryEditorSource).toContain("emitExecutionRequest({ ...sqlExecutionSnapshotForRange(currentView, statementRange), editorViewportRequestId })");
     expect(queryEditorSource).not.toContain('emit("execute", statementRange.sql)');
   });
 
+  it("claims gutter viewport ownership only after the matching execution starts", () => {
+    expect(appSource).toContain("acceptQueryEditorExecutionViewport(editorViewportRequestId)");
+    expect(contentAreaSource).toContain("acceptGutterExecutionViewport(requestId)");
+    expect(sqlExecutionSource).toContain("onExecutionStarted: () => deps.onExecutionStarted?.(options.editorViewportRequestId!)");
+    expect(queryStoreSource.indexOf("tab.isExecuting = true")).toBeLessThan(queryStoreSource.indexOf("options?.onExecutionStarted?.()"));
+  });
+
   it("lets the shortcut skip the picker without affecting other execution entry points", () => {
     // The picker guard must also honor the shortcut's bypass flag, otherwise Ctrl+Enter would keep popping the dialog.
     expect(queryEditorSource).toContain("if (options.bypassPicker || !settingsStore.editorSettings.showExecutionTargetPicker");
@@ -63,6 +75,41 @@ describe("QueryEditor execution routing", () => {
   });
 });
 
+describe("QueryEditor gutter execution viewport ownership", () => {
+  it("does not let a cancelled or early-returned gutter request affect the next ordinary execution", () => {
+    const ownership = createQueryEditorExecutionViewportOwnership();
+    const cancelledRequestId = ownership.beginRequest();
+
+    ownership.cancelPendingRequest();
+
+    expect(ownership.acceptRequest(cancelledRequestId)).toBe(false);
+    expect(ownership.consumeAcceptedRequest()).toBe(false);
+  });
+
+  it("preserves the viewport once for the matching accepted execution", () => {
+    const ownership = createQueryEditorExecutionViewportOwnership();
+    const requestId = ownership.beginRequest();
+
+    expect(ownership.acceptRequest(requestId)).toBe(true);
+    expect(ownership.consumeAcceptedRequest()).toBe(true);
+    expect(ownership.consumeAcceptedRequest()).toBe(false);
+  });
+
+  it("clears pending and accepted ownership when the editor becomes inactive", () => {
+    const ownership = createQueryEditorExecutionViewportOwnership();
+    const pendingRequestId = ownership.beginRequest();
+    ownership.reset();
+
+    expect(ownership.acceptRequest(pendingRequestId)).toBe(false);
+
+    const acceptedRequestId = ownership.beginRequest();
+    expect(ownership.acceptRequest(acceptedRequestId)).toBe(true);
+    ownership.reset();
+
+    expect(ownership.consumeAcceptedRequest()).toBe(false);
+  });
+});
+
 describe("ContentArea execution summary errors", () => {
   it("keeps batch errors selectable and copyable without triggering statement navigation", () => {
     expect(contentAreaSource).toContain('class="absolute inset-0 z-0 cursor-pointer');
diff --git a/apps/desktop/src/lib/editor/queryEditorExecutionViewport.ts b/apps/desktop/src/lib/editor/queryEditorExecutionViewport.ts
new file mode 100644
index 0000000000..f70f7972ed
--- /dev/null
+++ b/apps/desktop/src/lib/editor/queryEditorExecutionViewport.ts
@@ -0,0 +1,31 @@
+export function createQueryEditorExecutionViewportOwnership() {
+  let nextRequestId = 0;
+  let pendingRequestId: number | undefined;
+  let acceptedRequestId: number | undefined;
+
+  return {
+    beginRequest(): number {
+      nextRequestId += 1;
+      pendingRequestId = nextRequestId;
+      return nextRequestId;
+    },
+    cancelPendingRequest() {
+      pendingRequestId = undefined;
+    },
+    acceptRequest(requestId: number): boolean {
+      if (pendingRequestId !== requestId) return false;
+      pendingRequestId = undefined;
+      acceptedRequestId = requestId;
+      return true;
+    },
+    consumeAcceptedRequest(): boolean {
+      if (acceptedRequestId === undefined) return false;
+      acceptedRequestId = undefined;
+      return true;
+    },
+    reset() {
+      pendingRequestId = undefined;
+      acceptedRequestId = undefined;
+    },
+  };
+}
diff --git a/apps/desktop/src/lib/sql/sqlExecutionTarget.ts b/apps/desktop/src/lib/sql/sqlExecutionTarget.ts
index 4e7f124efd..630c02bc13 100644
--- a/apps/desktop/src/lib/sql/sqlExecutionTarget.ts
+++ b/apps/desktop/src/lib/sql/sqlExecutionTarget.ts
@@ -10,6 +10,7 @@ export interface SqlExecutionSnapshot {
   cursorPos: number;
   selectionFrom: number;
   selectionTo: number;
+  editorViewportRequestId?: number;
 }
 
 export type SqlExecutionOverride = string | SqlExecutionSnapshot;
diff --git a/apps/desktop/src/stores/queryStore.ts b/apps/desktop/src/stores/queryStore.ts
index 2760199cb3..adbb399c5e 100644
--- a/apps/desktop/src/stores/queryStore.ts
+++ b/apps/desktop/src/stores/queryStore.ts
@@ -3369,7 +3369,7 @@ export const useQueryStore = defineStore("query", () => {
     await executeCurrentSql(tab.sql);
   }
 
-  async function executeCurrentSql(sql: string, options?: { skipRedisSafetyCheck?: boolean; sourceOffset?: number; openInNewResultTab?: boolean }) {
+  async function executeCurrentSql(sql: string, options?: { skipRedisSafetyCheck?: boolean; sourceOffset?: number; openInNewResultTab?: boolean; onExecutionStarted?: () => void }) {
     const executionTabId = activeTabId.value;
     if (!executionTabId) return;
     const tab = tabs.value.find((item) => item.id === executionTabId);
@@ -3976,6 +3976,7 @@ export const useQueryStore = defineStore("query", () => {
       openInNewResultTab?: boolean;
       targetContext?: SqlExecutionTargetContext;
       executionTarget?: MultiDbExecutionTarget;
+      onExecutionStarted?: () => void;
     },
   ) {
     const tab = findExecutionTab(id);
@@ -3993,6 +3994,7 @@ export const useQueryStore = defineStore("query", () => {
     const startedAt = performance.now();
     const elapsed = () => `${Math.round(performance.now() - startedAt)}ms`;
     tab.isExecuting = true;
+    options?.onExecutionStarted?.();
     tab.isCancelling = false;
     if (!tab.queryExecutionStartedAt) {
       tab.queryExecutionStartedAt = Date.now();