diff --git a/apps/desktop/src/components/diff/DataCompareDialog.vue b/apps/desktop/src/components/diff/DataCompareDialog.vue
index 14f36ce06d..597db9ae13 100644
--- a/apps/desktop/src/components/diff/DataCompareDialog.vue
+++ b/apps/desktop/src/components/diff/DataCompareDialog.vue
@@ -3,16 +3,45 @@ import { computed, ref, watch } from "vue";
 import { useI18n } from "vue-i18n";
 import { Dialog, DialogContent, DialogFooter, DialogHeader, DialogTitle } from "@/components/ui/dialog";
 import { Button } from "@/components/ui/button";
+import { Input } from "@/components/ui/input";
 import { Label } from "@/components/ui/label";
 import { Select, SelectContent, SelectItem, SelectTrigger, SelectValue } from "@/components/ui/select";
 import { useConnectionStore } from "@/stores/connectionStore";
 import { useToast } from "@/composables/useToast";
 import { isSchemaAware } from "@/lib/databaseCapabilities";
 import { copyToClipboard } from "@/lib/clipboard";
-import type { DataCompareResult } from "@/lib/dataCompare";
 import * as api from "@/lib/api";
 import DatabaseIcon from "@/components/icons/DatabaseIcon.vue";
-import { Copy, GitCompareArrows, Loader2, Play, ArrowLeftRight } from "lucide-vue-next";
+import { ArrowLeftRight, CheckSquare, Copy, GitCompareArrows, Loader2, Play, Square } from "lucide-vue-next";
+
+interface CompareColumn {
+  name: string;
+  is_primary_key?: boolean;
+}
+
+interface DataCompareTableTask {
+  sourceTable: string;
+  targetTable: string;
+}
+
+type DataCompareTableStatus = "different" | "same" | "error";
+
+interface DataCompareTableResult {
+  sourceTable: string;
+  targetTable: string;
+  keyColumns: string[];
+  status: DataCompareTableStatus;
+  added: number;
+  removed: number;
+  modified: number;
+  sourceRowCount: number;
+  targetRowCount: number;
+  sourceTruncated: boolean;
+  targetTruncated: boolean;
+  syncStatements: string[];
+  syncSql: string;
+  error?: string;
+}
 
 const { t } = useI18n();
 const { toast } = useToast();
@@ -33,6 +62,8 @@ const sourceTable = ref("");
 const sourceDatabases = ref<string[]>([]);
 const sourceSchemas = ref<string[]>([]);
 const sourceTables = ref<string[]>([]);
+const sourceTableSearch = ref("");
+const selectedSourceTables = ref<Set<string>>(new Set());
 
 const targetConnectionId = ref("");
 const targetDatabase = ref("");
@@ -44,12 +75,13 @@ const targetTables = ref<string[]>([]);
 
 const keyColumnsText = ref("");
 const rowLimit = ref("1000");
-const sourceRowCount = ref<number | null>(null);
-const targetRowCount = ref<number | null>(null);
-const result = ref<DataCompareResult | null>(null);
 const syncSql = ref("");
 const syncStatements = ref<string[]>([]);
+const batchResults = ref<DataCompareTableResult[]>([]);
 const comparing = ref(false);
+const compareProgressCurrent = ref(0);
+const compareProgressTotal = ref(0);
+const compareProgressTable = ref("");
 const executing = ref(false);
 const executedCount = ref(0);
 const executeTotal = ref(0);
@@ -59,16 +91,45 @@ const rowLimitOptions = [1000, 5000, 10000, 50000];
 const sqlConnections = computed(() =>
   store.connections.filter((connection) => !["redis", "mongodb", "elasticsearch"].includes(connection.db_type)),
 );
+const selectedSourceTableNames = computed(() =>
+  sourceTables.value.filter((table) => selectedSourceTables.value.has(table)),
+);
+const isBatchCompare = computed(() => selectedSourceTableNames.value.length > 1);
+const filteredSourceTables = computed(() => {
+  const query = sourceTableSearch.value.trim().toLowerCase();
+  if (!query) return sourceTables.value;
+  return sourceTables.value.filter((table) => table.toLowerCase().includes(query));
+});
+const allFilteredTablesSelected = computed(
+  () =>
+    filteredSourceTables.value.length > 0 &&
+    filteredSourceTables.value.every((table) => selectedSourceTables.value.has(table)),
+);
+const compareTasksPreview = computed(() =>
+  selectedSourceTableNames.value.map((table) => {
+    const target = isBatchCompare.value ? table : targetTable.value || table;
+    const matched = !!target && targetTables.value.includes(target);
+    return {
+      sourceTable: table,
+      targetTable: target,
+      matched,
+    };
+  }),
+);
+const matchedTaskCount = computed(() => compareTasksPreview.value.filter((task) => task.matched).length);
+const missingTargetTables = computed(() =>
+  compareTasksPreview.value.filter((task) => !task.matched).map((task) => task.targetTable || task.sourceTable),
+);
 const canCompare = computed(
   () =>
     sourceConnectionId.value &&
     sourceDatabase.value &&
     sourceSchema.value &&
-    sourceTable.value &&
+    selectedSourceTableNames.value.length > 0 &&
     targetConnectionId.value &&
     targetDatabase.value &&
     targetSchema.value &&
-    targetTable.value,
+    (!isBatchCompare.value ? !!targetTable.value : true),
 );
 const keyColumns = computed(() =>
   keyColumnsText.value
@@ -76,46 +137,123 @@ const keyColumns = computed(() =>
     .map((value) => value.trim())
     .filter(Boolean),
 );
+const rowLimitNumber = computed(() => Number(rowLimit.value) || 1000);
+const comparedResults = computed(() => batchResults.value.filter((item) => item.status !== "error"));
+const sameTableCount = computed(() => batchResults.value.filter((item) => item.status === "same").length);
+const differentTableCount = computed(() => batchResults.value.filter((item) => item.status === "different").length);
+const failedTableCount = computed(() => batchResults.value.filter((item) => item.status === "error").length);
+const totalAdded = computed(() => batchResults.value.reduce((sum, item) => sum + item.added, 0));
+const totalRemoved = computed(() => batchResults.value.reduce((sum, item) => sum + item.removed, 0));
+const totalModified = computed(() => batchResults.value.reduce((sum, item) => sum + item.modified, 0));
+const hasAnyTruncated = computed(() => batchResults.value.some((item) => item.sourceTruncated || item.targetTruncated));
+const hasResults = computed(() => batchResults.value.length > 0);
 const summary = computed(() => {
-  const diff = result.value;
-  if (!diff) return "";
-  return t("dataCompare.summary", {
-    added: diff.added.length,
-    removed: diff.removed.length,
-    modified: diff.modified.length,
+  if (!hasResults.value) return "";
+  if (batchResults.value.length === 1 && batchResults.value[0]?.status !== "error") {
+    const item = batchResults.value[0];
+    return t("dataCompare.summary", {
+      added: item.added,
+      removed: item.removed,
+      modified: item.modified,
+    });
+  }
+  return t("dataCompare.batchSummary", {
+    tables: batchResults.value.length,
+    different: differentTableCount.value,
+    same: sameTableCount.value,
+    failed: failedTableCount.value,
+    added: totalAdded.value,
+    removed: totalRemoved.value,
+    modified: totalModified.value,
+  });
+});
+const compareProgressLabel = computed(() => {
+  if (!comparing.value || compareProgressTotal.value === 0) return "";
+  return t("dataCompare.comparingTable", {
+    current: compareProgressCurrent.value,
+    total: compareProgressTotal.value,
+    table: compareProgressTable.value,
   });
 });
-const rowLimitNumber = computed(() => Number(rowLimit.value) || 1000);
-const isSourceTruncated = computed(() => sourceRowCount.value !== null && sourceRowCount.value > rowLimitNumber.value);
-const isTargetTruncated = computed(() => targetRowCount.value !== null && targetRowCount.value > rowLimitNumber.value);
 
 function connectionIconType(connectionId: string) {
   const config = store.getConfig(connectionId);
   return config?.driver_profile || config?.db_type || "mysql";
 }
 
+function resetSelectedSourceTables(nextTables: Iterable<string>) {
+  selectedSourceTables.value = new Set(nextTables);
+}
+
+function toggleSourceTable(table: string) {
+  const next = new Set(selectedSourceTables.value);
+  if (next.has(table)) next.delete(table);
+  else next.add(table);
+  resetSelectedSourceTables(next);
+}
+
+function toggleSelectAllSourceTables() {
+  const next = new Set(selectedSourceTables.value);
+  if (allFilteredTablesSelected.value) {
+    filteredSourceTables.value.forEach((table) => next.delete(table));
+  } else {
+    filteredSourceTables.value.forEach((table) => next.add(table));
+  }
+  resetSelectedSourceTables(next);
+}
+
+function buildCompareTasks(): DataCompareTableTask[] {
+  if (!selectedSourceTableNames.value.length) return [];
+  if (!isBatchCompare.value) {
+    const table = selectedSourceTableNames.value[0];
+    return targetTable.value ? [{ sourceTable: table, targetTable: targetTable.value }] : [];
+  }
+  return selectedSourceTableNames.value.map((table) => ({
+    sourceTable: table,
+    targetTable: table,
+  }));
+}
+
+function clearResult() {
+  batchResults.value = [];
+  syncSql.value = "";
+  syncStatements.value = [];
+  syncErrors.value = [];
+  compareProgressCurrent.value = 0;
+  compareProgressTotal.value = 0;
+  compareProgressTable.value = "";
+}
+
 function swapSourceTarget() {
+  const previousSelectedTables = [...selectedSourceTableNames.value];
+  const nextSingleTarget = previousSelectedTables.length === 1 ? (previousSelectedTables[0] ?? "") : "";
+  const nextSourceSelection =
+    previousSelectedTables.length <= 1 ? [targetTable.value].filter(Boolean) : previousSelectedTables;
+
   const tmpConnId = sourceConnectionId.value;
   const tmpDb = sourceDatabase.value;
   const tmpDbs = sourceDatabases.value;
   const tmpSchema = sourceSchema.value;
   const tmpSchemas = sourceSchemas.value;
-  const tmpTable = sourceTable.value;
   const tmpTables = sourceTables.value;
+
   sourceConnectionId.value = targetConnectionId.value;
   sourceDatabase.value = targetDatabase.value;
   sourceDatabases.value = targetDatabases.value;
   sourceSchema.value = targetSchema.value;
   sourceSchemas.value = targetSchemas.value;
-  sourceTable.value = targetTable.value;
   sourceTables.value = targetTables.value;
+  resetSelectedSourceTables(nextSourceSelection.filter((table) => targetTables.value.includes(table)));
+
   targetConnectionId.value = tmpConnId;
   targetDatabase.value = tmpDb;
   targetDatabases.value = tmpDbs;
   targetSchema.value = tmpSchema;
   targetSchemas.value = tmpSchemas;
-  targetTable.value = tmpTable;
   targetTables.value = tmpTables;
+  targetTable.value = nextSingleTarget;
+
+  sourceTable.value = selectedSourceTableNames.value.length === 1 ? selectedSourceTableNames.value[0] : "";
   clearResult();
 }
 
@@ -173,6 +311,7 @@ async function loadDatabases(connectionId: string, side: "source" | "target") {
     sourceSchema.value = "";
     sourceTables.value = [];
     sourceTable.value = "";
+    resetSelectedSourceTables([]);
   } else {
     targetDatabases.value = names;
     targetDatabase.value = names.length === 1 ? names[0] : "";
@@ -194,97 +333,225 @@ async function loadTables(side: "source" | "target") {
   const tables = (await api.listTables(connectionId, database, schema))
     .filter((table) => table.table_type !== "VIEW")
     .map((table) => table.name);
+
   if (side === "source") {
+    const preferredSelection =
+      props.prefillTable && tables.includes(props.prefillTable)
+        ? [props.prefillTable]
+        : [...selectedSourceTables.value].filter((table) => tables.includes(table));
     sourceSchema.value = schema;
     sourceTables.value = tables;
-    const preferred =
-      props.prefillTable && tables.includes(props.prefillTable) ? props.prefillTable : sourceTable.value;
-    sourceTable.value = tables.includes(preferred) ? preferred : "";
+    resetSelectedSourceTables(preferredSelection);
+    sourceTable.value = preferredSelection.length === 1 ? preferredSelection[0] : "";
   } else {
     targetSchema.value = schema;
     targetTables.value = tables;
-    const preferred = sourceTable.value && tables.includes(sourceTable.value) ? sourceTable.value : targetTable.value;
-    targetTable.value = tables.includes(preferred) ? preferred : "";
+    const singleSourceTable = selectedSourceTableNames.value.length === 1 ? selectedSourceTableNames.value[0] : "";
+    const preferred =
+      targetTable.value && tables.includes(targetTable.value)
+        ? targetTable.value
+        : singleSourceTable && tables.includes(singleSourceTable)
+          ? singleSourceTable
+          : "";
+    targetTable.value = preferred;
   }
 }
 
-function clearResult() {
-  result.value = null;
-  syncSql.value = "";
-  syncStatements.value = [];
-  sourceRowCount.value = null;
-  targetRowCount.value = null;
+async function loadColumnsWithCache(
+  cache: Map<string, CompareColumn[]>,
+  connectionId: string,
+  database: string,
+  schema: string,
+  table: string,
+): Promise<CompareColumn[]> {
+  const key = `${connectionId}:${database}:${schema}:${table}`;
+  const cached = cache.get(key);
+  if (cached) return cached;
+  const columns = (await api.getColumns(connectionId, database, schema, table)) as CompareColumn[];
+  cache.set(key, columns);
+  return columns;
+}
+
+async function inferKeyColumnsForTable(
+  table: string,
+  sourceColumnCache?: Map<string, CompareColumn[]>,
+): Promise<string[]> {
+  if (!sourceConnectionId.value || !sourceDatabase.value || !sourceSchema.value || !table) return [];
+  const columns = sourceColumnCache
+    ? await loadColumnsWithCache(
+        sourceColumnCache,
+        sourceConnectionId.value,
+        sourceDatabase.value,
+        sourceSchema.value,
+        table,
+      )
+    : (((await api.getColumns(
+        sourceConnectionId.value,
+        sourceDatabase.value,
+        sourceSchema.value,
+        table,
+      )) as CompareColumn[]) ?? []);
+  const primaryKeys = columns.filter((column) => column.is_primary_key).map((column) => column.name);
+  if (primaryKeys.length > 0) return primaryKeys;
+  return columns.slice(0, 1).map((column) => column.name);
 }
 
 async function inferKeyColumns() {
-  if (!sourceConnectionId.value || !sourceDatabase.value || !sourceTable.value) return;
-  const columns = await api.getColumns(
-    sourceConnectionId.value,
-    sourceDatabase.value,
-    sourceSchema.value,
-    sourceTable.value,
-  );
-  const primaryKeys = columns.filter((column) => column.is_primary_key).map((column) => column.name);
-  keyColumnsText.value = (primaryKeys.length ? primaryKeys : columns.slice(0, 1).map((column) => column.name)).join(
-    ", ",
-  );
+  const table = selectedSourceTableNames.value.length === 1 ? selectedSourceTableNames.value[0] : "";
+  if (!table) return;
+  const inferred = await inferKeyColumnsForTable(table);
+  keyColumnsText.value = inferred.join(", ");
+}
+
+function resultStatusLabel(status: DataCompareTableStatus): string {
+  if (status === "different") return t("dataCompare.statusDifferent");
+  if (status === "same") return t("dataCompare.statusSame");
+  return t("dataCompare.statusError");
+}
+
+function resultStatusClass(status: DataCompareTableStatus): string {
+  if (status === "different") return "bg-amber-500/15 text-amber-700";
+  if (status === "same") return "bg-emerald-500/15 text-emerald-700";
+  return "bg-destructive/15 text-destructive";
 }
 
 async function startCompare() {
   if (!canCompare.value || comparing.value) return;
+  const tasks = buildCompareTasks();
+  if (tasks.length === 0) {
+    toast(t("dataCompare.noComparableTables"), 5000);
+    return;
+  }
+
   comparing.value = true;
   clearResult();
+  compareProgressTotal.value = tasks.length;
+
+  const sourceColumnCache = new Map<string, CompareColumn[]>();
+  const targetColumnCache = new Map<string, CompareColumn[]>();
+  const results: DataCompareTableResult[] = [];
+  const mergedStatements: string[] = [];
+  const mergedSqlParts: string[] = [];
+
   try {
     await Promise.all([
       store.ensureConnected(sourceConnectionId.value),
       store.ensureConnected(targetConnectionId.value),
     ]);
-    if (keyColumns.value.length === 0) await inferKeyColumns();
-    if (keyColumns.value.length === 0) throw new Error(t("dataCompare.noKeyColumns"));
 
-    const sourceColumns = await api.getColumns(
-      sourceConnectionId.value,
-      sourceDatabase.value,
-      sourceSchema.value,
-      sourceTable.value,
-    );
-    const targetColumns = await api.getColumns(
-      targetConnectionId.value,
-      targetDatabase.value,
-      targetSchema.value,
-      targetTable.value,
-    );
-    const columns = sourceColumns
-      .map((column) => column.name)
-      .filter((column) => targetColumns.some((target) => target.name === column));
-    const missingKeys = keyColumns.value.filter((column) => !columns.includes(column));
-    if (missingKeys.length > 0) {
-      throw new Error(t("dataCompare.missingKeyColumns", { columns: missingKeys.join(", ") }));
+    for (const [index, task] of tasks.entries()) {
+      compareProgressCurrent.value = index + 1;
+      compareProgressTable.value = task.sourceTable;
+
+      try {
+        if (!targetTables.value.includes(task.targetTable)) {
+          throw new Error(t("dataCompare.targetTableMissing", { table: task.targetTable }));
+        }
+
+        const resolvedKeys =
+          keyColumns.value.length > 0
+            ? keyColumns.value
+            : await inferKeyColumnsForTable(task.sourceTable, sourceColumnCache);
+        if (resolvedKeys.length === 0) {
+          throw new Error(t("dataCompare.noKeyColumns"));
+        }
+
+        const sourceColumns = await loadColumnsWithCache(
+          sourceColumnCache,
+          sourceConnectionId.value,
+          sourceDatabase.value,
+          sourceSchema.value,
+          task.sourceTable,
+        );
+        const targetColumns = await loadColumnsWithCache(
+          targetColumnCache,
+          targetConnectionId.value,
+          targetDatabase.value,
+          targetSchema.value,
+          task.targetTable,
+        );
+        const columns = sourceColumns
+          .map((column) => column.name)
+          .filter((column) => targetColumns.some((target) => target.name === column));
+        const missingKeys = resolvedKeys.filter((column) => !columns.includes(column));
+        if (missingKeys.length > 0) {
+          throw new Error(t("dataCompare.missingKeyColumns", { columns: missingKeys.join(", ") }));
+        }
+        if (columns.length === 0) {
+          throw new Error(t("dataCompare.noCommonColumns"));
+        }
+
+        const preparation = await api.prepareDataCompareFromTables({
+          sourceConnectionId: sourceConnectionId.value,
+          sourceDatabase: sourceDatabase.value,
+          sourceSchema: sourceSchema.value,
+          sourceTable: task.sourceTable,
+          targetConnectionId: targetConnectionId.value,
+          targetDatabase: targetDatabase.value,
+          targetSchema: targetSchema.value,
+          targetTable: task.targetTable,
+          columns,
+          keyColumns: resolvedKeys,
+          rowLimit: rowLimitNumber.value,
+        });
+
+        const added = preparation.result.added.length;
+        const removed = preparation.result.removed.length;
+        const modified = preparation.result.modified.length;
+        const status: DataCompareTableStatus = added || removed || modified ? "different" : "same";
+
+        results.push({
+          sourceTable: task.sourceTable,
+          targetTable: task.targetTable,
+          keyColumns: resolvedKeys,
+          status,
+          added,
+          removed,
+          modified,
+          sourceRowCount: preparation.sourceRowCount,
+          targetRowCount: preparation.targetRowCount,
+          sourceTruncated: preparation.sourceTruncated,
+          targetTruncated: preparation.targetTruncated,
+          syncStatements: preparation.syncStatements,
+          syncSql: preparation.syncSql,
+        });
+
+        if (preparation.syncStatements.length > 0) {
+          mergedStatements.push(...preparation.syncStatements);
+        }
+        if (preparation.syncSql.trim()) {
+          mergedSqlParts.push(preparation.syncSql.trim());
+        }
+      } catch (e: any) {
+        results.push({
+          sourceTable: task.sourceTable,
+          targetTable: task.targetTable,
+          keyColumns: keyColumns.value,
+          status: "error",
+          added: 0,
+          removed: 0,
+          modified: 0,
+          sourceRowCount: 0,
+          targetRowCount: 0,
+          sourceTruncated: false,
+          targetTruncated: false,
+          syncStatements: [],
+          syncSql: "",
+          error: e?.message || String(e),
+        });
+      }
     }
-    if (columns.length === 0) throw new Error(t("dataCompare.noCommonColumns"));
 
-    const preparation = await api.prepareDataCompareFromTables({
-      sourceConnectionId: sourceConnectionId.value,
-      sourceDatabase: sourceDatabase.value,
-      sourceSchema: sourceSchema.value,
-      sourceTable: sourceTable.value,
-      targetConnectionId: targetConnectionId.value,
-      targetDatabase: targetDatabase.value,
-      targetSchema: targetSchema.value,
-      targetTable: targetTable.value,
-      columns,
-      keyColumns: keyColumns.value,
-      rowLimit: rowLimitNumber.value,
-    });
-    sourceRowCount.value = preparation.sourceRowCount;
-    targetRowCount.value = preparation.targetRowCount;
-    result.value = preparation.result;
-    syncStatements.value = preparation.syncStatements;
-    syncSql.value = preparation.syncSql;
+    batchResults.value = results;
+    syncStatements.value = mergedStatements;
+    syncSql.value = mergedSqlParts.join("\n\n");
   } catch (e: any) {
     toast(e?.message || String(e), 5000);
   } finally {
     comparing.value = false;
+    compareProgressCurrent.value = 0;
+    compareProgressTotal.value = 0;
+    compareProgressTable.value = "";
   }
 }
 
@@ -332,6 +599,9 @@ watch(sourceConnectionId, (id) => {
   sourceSchema.value = "";
   sourceSchemas.value = [];
   sourceTables.value = [];
+  sourceTable.value = "";
+  sourceTableSearch.value = "";
+  resetSelectedSourceTables([]);
   loadDatabases(id, "source").catch((e) => toast(String(e), 5000));
 });
 watch(targetConnectionId, (id) => {
@@ -340,6 +610,7 @@ watch(targetConnectionId, (id) => {
   targetSchema.value = "";
   targetSchemas.value = [];
   targetTables.value = [];
+  targetTable.value = "";
   loadDatabases(id, "target").catch((e) => toast(String(e), 5000));
 });
 watch(sourceDatabase, () => {
@@ -348,6 +619,8 @@ watch(sourceDatabase, () => {
   sourceSchemas.value = [];
   sourceTables.value = [];
   sourceTable.value = "";
+  sourceTableSearch.value = "";
+  resetSelectedSourceTables([]);
   loadSchemas("source", props.prefillSchema).catch((e) => toast(String(e), 5000));
 });
 watch(targetDatabase, () => {
@@ -362,6 +635,8 @@ watch(sourceSchema, () => {
   clearResult();
   sourceTables.value = [];
   sourceTable.value = "";
+  sourceTableSearch.value = "";
+  resetSelectedSourceTables([]);
   if (sourceSchema.value) loadTables("source").catch((e) => toast(String(e), 5000));
 });
 watch(targetSchema, () => {
@@ -370,21 +645,30 @@ watch(targetSchema, () => {
   targetTable.value = "";
   if (targetSchema.value) loadTables("target").catch((e) => toast(String(e), 5000));
 });
-watch(sourceTable, (table, previous) => {
+watch(selectedSourceTableNames, (tables, previous) => {
   clearResult();
-  if (table !== previous) keyColumnsText.value = "";
-  if (table && targetTables.value.includes(table)) targetTable.value = table;
-  if (sourceTable.value) {
-    inferKeyColumns().catch(() => {});
+  sourceTable.value = tables.length === 1 ? tables[0] : "";
+  if (tables.length !== 1) {
+    keyColumnsText.value = "";
+    return;
   }
+  const table = tables[0];
+  if (targetTables.value.includes(table)) {
+    targetTable.value = table;
+  } else if (previous?.length === 1 && targetTable.value === previous[0]) {
+    targetTable.value = "";
+  }
+  if (table !== previous?.[0]) {
+    keyColumnsText.value = "";
+  }
+  inferKeyColumns().catch(() => {});
 });
 watch(targetTable, () => clearResult());
 watch(
   open,
   async (value) => {
     if (!value) return;
-    result.value = null;
-    syncSql.value = "";
+    clearResult();
     if (props.prefillConnectionId) {
       sourceConnectionId.value = props.prefillConnectionId;
       await loadDatabases(props.prefillConnectionId, "source");
@@ -392,7 +676,10 @@ watch(
       if (props.prefillDatabase) await loadSchemas("source", props.prefillSchema);
       if (props.prefillTable) {
         await loadTables("source");
-        if (sourceTables.value.includes(props.prefillTable)) sourceTable.value = props.prefillTable;
+        if (sourceTables.value.includes(props.prefillTable)) {
+          resetSelectedSourceTables([props.prefillTable]);
+          sourceTable.value = props.prefillTable;
+        }
       }
     }
   },
@@ -402,7 +689,7 @@ watch(
 
 <template>
   <Dialog v-model:open="open">
-    <DialogContent class="sm:max-w-3xl max-h-[85vh] flex flex-col overflow-hidden">
+    <DialogContent class="sm:max-w-4xl max-h-[85vh] flex flex-col overflow-hidden">
       <DialogHeader>
         <DialogTitle class="flex items-center gap-2">
           <GitCompareArrows class="w-4 h-4" />
@@ -452,14 +739,61 @@ watch(
                 <SelectItem v-for="schema in sourceSchemas" :key="schema" :value="schema">{{ schema }}</SelectItem>
               </SelectContent>
             </Select>
-            <Select :model-value="sourceTable" @update:model-value="(v: any) => (sourceTable = String(v))">
-              <SelectTrigger class="h-8 text-xs"
-                ><SelectValue :placeholder="t('dataCompare.selectTable')"
-              /></SelectTrigger>
-              <SelectContent>
-                <SelectItem v-for="table in sourceTables" :key="table" :value="table">{{ table }}</SelectItem>
-              </SelectContent>
-            </Select>
+
+            <div class="space-y-2 rounded-lg border p-2">
+              <div class="flex items-center justify-between gap-2">
+                <Label class="text-xs font-medium">{{ t("dataCompare.sourceTables") }}</Label>
+                <div v-if="sourceTables.length" class="text-[11px] text-muted-foreground">
+                  {{
+                    t("dataCompare.selectedTables", {
+                      selected: selectedSourceTableNames.length,
+                      total: sourceTables.length,
+                    })
+                  }}
+                </div>
+              </div>
+
+              <Input
+                v-if="sourceTables.length > 5"
+                v-model="sourceTableSearch"
+                class="h-7 text-xs"
+                :placeholder="t('dataCompare.searchTables')"
+              />
+
+              <div class="flex items-center gap-2">
+                <Button
+                  v-if="sourceTables.length"
+                  variant="outline"
+                  size="sm"
+                  class="h-7 px-2 text-xs"
+                  @click="toggleSelectAllSourceTables"
+                >
+                  {{
+                    allFilteredTablesSelected ? t("dataCompare.deselectAllTables") : t("dataCompare.selectAllTables")
+                  }}
+                </Button>
+              </div>
+
+              <div v-if="!sourceConnectionId || !sourceDatabase" class="text-xs text-muted-foreground py-3 text-center">
+                {{ t("dataCompare.selectSourceTables") }}
+              </div>
+              <div v-else-if="sourceTables.length === 0" class="text-xs text-muted-foreground py-3 text-center">
+                {{ t("dataCompare.noTables") }}
+              </div>
+              <div v-else class="max-h-40 overflow-auto rounded border">
+                <button
+                  v-for="table in filteredSourceTables"
+                  :key="table"
+                  type="button"
+                  class="flex w-full items-center gap-2 px-2.5 py-1.5 text-left text-xs hover:bg-muted/50"
+                  @click="toggleSourceTable(table)"
+                >
+                  <CheckSquare v-if="selectedSourceTables.has(table)" class="w-3.5 h-3.5 text-primary shrink-0" />
+                  <Square v-else class="w-3.5 h-3.5 text-muted-foreground/40 shrink-0" />
+                  <span class="truncate">{{ table }}</span>
+                </button>
+              </div>
+            </div>
           </div>
 
           <div class="flex items-center pt-6">
@@ -508,24 +842,51 @@ watch(
                 <SelectItem v-for="schema in targetSchemas" :key="schema" :value="schema">{{ schema }}</SelectItem>
               </SelectContent>
             </Select>
-            <Select :model-value="targetTable" @update:model-value="(v: any) => (targetTable = String(v))">
-              <SelectTrigger class="h-8 text-xs"
-                ><SelectValue :placeholder="t('dataCompare.selectTable')"
-              /></SelectTrigger>
-              <SelectContent>
-                <SelectItem v-for="table in targetTables" :key="table" :value="table">{{ table }}</SelectItem>
-              </SelectContent>
-            </Select>
+
+            <div v-if="!isBatchCompare" class="space-y-1">
+              <Label class="text-xs font-medium">{{ t("dataCompare.targetTable") }}</Label>
+              <Select :model-value="targetTable" @update:model-value="(v: any) => (targetTable = String(v))">
+                <SelectTrigger class="h-8 text-xs">
+                  <SelectValue :placeholder="t('dataCompare.selectTable')" />
+                </SelectTrigger>
+                <SelectContent>
+                  <SelectItem v-for="table in targetTables" :key="table" :value="table">{{ table }}</SelectItem>
+                </SelectContent>
+              </Select>
+            </div>
+            <div v-else class="space-y-2 rounded-lg border p-3 text-xs">
+              <div class="font-medium">{{ t("dataCompare.autoMatchHint") }}</div>
+              <div class="text-muted-foreground">
+                {{
+                  t("dataCompare.matchedTables", { matched: matchedTaskCount, total: selectedSourceTableNames.length })
+                }}
+              </div>
+              <div v-if="missingTargetTables.length" class="text-destructive">
+                {{ t("dataCompare.missingTargetTables", { tables: missingTargetTables.join(", ") }) }}
+              </div>
+              <div v-if="compareTasksPreview.length" class="max-h-36 overflow-auto rounded border bg-muted/20">
+                <div
+                  v-for="task in compareTasksPreview"
+                  :key="`${task.sourceTable}:${task.targetTable}`"
+                  class="flex items-center justify-between gap-2 border-b px-2 py-1 last:border-b-0"
+                >
+                  <span class="truncate font-mono">{{ task.sourceTable }}</span>
+                  <span class="text-muted-foreground">→</span>
+                  <span class="truncate font-mono" :class="task.matched ? '' : 'text-destructive'">
+                    {{ task.targetTable || t("dataCompare.targetTableMissing", { table: task.sourceTable }) }}
+                  </span>
+                </div>
+              </div>
+            </div>
           </div>
         </div>
 
         <div class="space-y-1">
           <Label class="text-xs font-medium">{{ t("dataCompare.keyColumns") }}</Label>
-          <input
-            v-model="keyColumnsText"
-            class="h-8 w-full rounded-md border bg-background px-2 text-xs"
-            :placeholder="t('dataCompare.keyColumnsPlaceholder')"
-          />
+          <Input v-model="keyColumnsText" class="h-8 text-xs" :placeholder="t('dataCompare.keyColumnsPlaceholder')" />
+          <div class="text-[11px] text-muted-foreground">
+            {{ t("dataCompare.keyColumnsAutoHint") }}
+          </div>
         </div>
 
         <div class="space-y-1">
@@ -542,40 +903,87 @@ watch(
           </Select>
         </div>
 
-        <Button size="sm" :disabled="!canCompare || comparing" @click="startCompare">
-          <Loader2 v-if="comparing" class="w-3.5 h-3.5 animate-spin mr-1" />
-          <GitCompareArrows v-else class="w-3.5 h-3.5 mr-1" />
-          {{ t("dataCompare.compare") }}
-        </Button>
+        <div class="flex items-center gap-3">
+          <Button size="sm" :disabled="!canCompare || comparing" @click="startCompare">
+            <Loader2 v-if="comparing" class="w-3.5 h-3.5 animate-spin mr-1" />
+            <GitCompareArrows v-else class="w-3.5 h-3.5 mr-1" />
+            {{ t("dataCompare.compare") }}
+          </Button>
+          <span v-if="compareProgressLabel" class="text-xs text-muted-foreground">{{ compareProgressLabel }}</span>
+        </div>
 
-        <div v-if="result" class="rounded-lg border p-3 text-sm">
-          {{ summary }}
-          <div v-if="sourceRowCount !== null && targetRowCount !== null" class="mt-1 text-xs text-muted-foreground">
-            {{
-              t("dataCompare.rowCounts", {
-                source: sourceRowCount,
-                target: targetRowCount,
-                limit: rowLimitNumber,
-              })
-            }}
+        <div v-if="hasResults" class="space-y-3">
+          <div class="rounded-lg border p-3 text-sm">
+            {{ summary }}
+            <div v-if="hasAnyTruncated" class="mt-1 text-xs text-yellow-600">
+              {{ t("dataCompare.truncatedWarning") }}
+            </div>
           </div>
-          <div v-if="isSourceTruncated || isTargetTruncated" class="mt-1 text-xs text-yellow-600">
-            {{ t("dataCompare.truncatedWarning") }}
+
+          <div class="rounded-lg border overflow-hidden">
+            <div class="max-h-64 overflow-auto">
+              <table class="w-full text-xs">
+                <thead class="bg-muted sticky top-0 z-10">
+                  <tr>
+                    <th class="px-3 py-2 text-left font-medium">{{ t("diff.table") }}</th>
+                    <th class="px-3 py-2 text-left font-medium">{{ t("dataCompare.targetTable") }}</th>
+                    <th class="px-3 py-2 text-left font-medium">{{ t("diff.status") }}</th>
+                    <th class="px-3 py-2 text-left font-medium">{{ t("diff.details") }}</th>
+                  </tr>
+                </thead>
+                <tbody>
+                  <tr v-for="item in batchResults" :key="`${item.sourceTable}:${item.targetTable}`" class="border-t">
+                    <td class="px-3 py-2 align-top font-mono">{{ item.sourceTable }}</td>
+                    <td class="px-3 py-2 align-top font-mono text-muted-foreground">{{ item.targetTable }}</td>
+                    <td class="px-3 py-2 align-top">
+                      <span class="inline-flex rounded px-2 py-0.5 text-[11px]" :class="resultStatusClass(item.status)">
+                        {{ resultStatusLabel(item.status) }}
+                      </span>
+                    </td>
+                    <td class="px-3 py-2 align-top text-muted-foreground">
+                      <div v-if="item.status === 'error'" class="text-destructive">{{ item.error }}</div>
+                      <template v-else>
+                        <div>
+                          {{
+                            t("dataCompare.summary", {
+                              added: item.added,
+                              removed: item.removed,
+                              modified: item.modified,
+                            })
+                          }}
+                        </div>
+                        <div class="mt-1">
+                          {{
+                            t("dataCompare.rowCounts", {
+                              source: item.sourceRowCount,
+                              target: item.targetRowCount,
+                              limit: rowLimitNumber,
+                            })
+                          }}
+                        </div>
+                        <div class="mt-1">
+                          {{ t("dataCompare.keyColumnsInline", { columns: item.keyColumns.join(", ") }) }}
+                        </div>
+                      </template>
+                    </td>
+                  </tr>
+                </tbody>
+              </table>
+            </div>
+          </div>
+
+          <div v-if="syncSql.trim()" class="space-y-1">
+            <Label class="text-xs font-medium">{{ t("diff.generatedSql") }}</Label>
+            <textarea
+              v-model="syncSql"
+              class="w-full h-48 rounded-lg border bg-muted/20 p-3 font-mono text-xs resize-none focus:outline-none focus:ring-1 focus:ring-ring"
+            />
+          </div>
+          <div v-else-if="differentTableCount === 0 && failedTableCount === 0" class="text-sm text-muted-foreground">
+            {{ t("dataCompare.noDifferences") }}
           </div>
         </div>
 
-        <div v-if="result && syncSql.trim()" class="space-y-1">
-          <Label class="text-xs font-medium">{{ t("diff.generatedSql") }}</Label>
-          <textarea
-            v-model="syncSql"
-            class="w-full h-48 rounded-lg border bg-muted/20 p-3 font-mono text-xs resize-none focus:outline-none focus:ring-1 focus:ring-ring"
-          />
-        </div>
-        <div v-else-if="result" class="text-sm text-muted-foreground">
-          {{ t("dataCompare.noDifferences") }}
-        </div>
-
-        <!-- Sync Errors -->
         <div v-if="syncErrors.length > 0" class="space-y-1">
           <Label class="text-xs font-medium text-destructive">
             {{ t("diff.syncSummary", { success: executeTotal - syncErrors.length, failed: syncErrors.length }) }}
@@ -591,7 +999,7 @@ watch(
         </div>
       </div>
 
-      <DialogFooter v-if="result && syncSql.trim()" class="flex items-center gap-2">
+      <DialogFooter v-if="hasResults && syncSql.trim()" class="flex items-center gap-2">
         <span v-if="executing" class="text-xs text-muted-foreground mr-auto">
           {{ t("diff.syncProgress", { current: executedCount, total: executeTotal }) }}
         </span>
diff --git a/apps/desktop/src/i18n/locales/en.ts b/apps/desktop/src/i18n/locales/en.ts
index ba56f4ab30..7eaeae6204 100644
--- a/apps/desktop/src/i18n/locales/en.ts
+++ b/apps/desktop/src/i18n/locales/en.ts
@@ -1165,8 +1165,21 @@ export default {
   dataCompare: {
     title: "Compare Data",
     selectTable: "Select table",
+    sourceTables: "Source tables",
+    targetTable: "Target table",
+    searchTables: "Search tables...",
+    selectedTables: "{selected}/{total} selected",
+    selectAllTables: "Select all",
+    deselectAllTables: "Deselect all",
+    selectSourceTables: "Select source connection and database first, then choose tables to compare",
+    noTables: "No tables available for compare",
+    autoMatchHint: "Batch mode automatically matches target tables by the same name",
+    matchedTables: "{matched}/{total} tables matched",
+    missingTargetTables: "Missing same-name target tables: {tables}",
     keyColumns: "Key Columns",
     keyColumnsPlaceholder: "Comma-separated primary or unique columns",
+    keyColumnsAutoHint:
+      "Leave blank to auto-detect primary keys for single-table compare, or per table in batch compare.",
     rowLimit: "Compare row limit",
     rowLimitOption: "{count} rows",
     rowCounts: "Source {source} rows, target {target} rows; comparing up to the first {limit} rows",
@@ -1174,9 +1187,18 @@ export default {
       "The table exceeds this compare limit, so results only cover loaded rows. Increase the limit or use chunked compare later.",
     compare: "Compare Data",
     summary: "Added {added}, removed {removed}, modified {modified}",
+    batchSummary:
+      "Compared {tables} tables: {different} different, {same} identical, {failed} failed; added {added}, removed {removed}, modified {modified}",
+    comparingTable: "Comparing {current}/{total}: {table}",
+    keyColumnsInline: "Key columns: {columns}",
+    statusDifferent: "Different",
+    statusSame: "Same",
+    statusError: "Failed",
     noKeyColumns: "Select at least one key column",
     missingKeyColumns: "Key columns must exist in both source and target tables: {columns}",
     noCommonColumns: "Source and target tables do not have common columns to compare",
+    targetTableMissing: "Target table not found: {table}",
+    noComparableTables: "No comparable tables found. Check whether same-name target tables exist.",
     noDifferences: "Data is identical, no sync SQL needed",
     syncSuccess: "Data sync executed successfully",
   },
diff --git a/apps/desktop/src/i18n/locales/es.ts b/apps/desktop/src/i18n/locales/es.ts
index b27dbcc6b7..21fbd2b3a6 100644
--- a/apps/desktop/src/i18n/locales/es.ts
+++ b/apps/desktop/src/i18n/locales/es.ts
@@ -1063,8 +1063,21 @@ export default {
   dataCompare: {
     title: "Comparar datos",
     selectTable: "Seleccionar tabla",
+    sourceTables: "Tablas de origen",
+    targetTable: "Tabla de destino",
+    searchTables: "Buscar tablas...",
+    selectedTables: "{selected}/{total} seleccionadas",
+    selectAllTables: "Seleccionar todo",
+    deselectAllTables: "Deseleccionar todo",
+    selectSourceTables: "Selecciona primero la conexión y base de datos de origen, luego las tablas a comparar",
+    noTables: "No hay tablas disponibles para comparar",
+    autoMatchHint: "El modo por lotes empareja automáticamente tablas de destino con el mismo nombre",
+    matchedTables: "{matched}/{total} tablas emparejadas",
+    missingTargetTables: "Faltan tablas de destino con el mismo nombre: {tables}",
     keyColumns: "Columnas clave",
     keyColumnsPlaceholder: "Columnas primarias o únicas separadas por comas",
+    keyColumnsAutoHint:
+      "Déjalo vacío para detectar claves primarias automáticamente en comparación simple o por tabla en lote.",
     rowLimit: "Límite de filas a comparar",
     rowLimitOption: "{count} filas",
     rowCounts: "Origen {source} filas, destino {target} filas; se comparan hasta las primeras {limit} filas",
@@ -1072,9 +1085,19 @@ export default {
       "La tabla supera este límite de comparación, por lo que los resultados solo cubren las filas cargadas. Aumenta el límite o usa comparación por fragmentos más adelante.",
     compare: "Comparar datos",
     summary: "Agregadas {added}, eliminadas {removed}, modificadas {modified}",
+    batchSummary:
+      "Se compararon {tables} tablas: {different} con diferencias, {same} iguales, {failed} con error; agregadas {added}, eliminadas {removed}, modificadas {modified}",
+    comparingTable: "Comparando {current}/{total}: {table}",
+    keyColumnsInline: "Columnas clave: {columns}",
+    statusDifferent: "Con diferencias",
+    statusSame: "Igual",
+    statusError: "Error",
     noKeyColumns: "Selecciona al menos una columna clave",
     missingKeyColumns: "Las columnas clave deben existir en las tablas de origen y destino: {columns}",
     noCommonColumns: "Las tablas de origen y destino no tienen columnas en común para comparar",
+    targetTableMissing: "No se encontró la tabla de destino: {table}",
+    noComparableTables:
+      "No se encontraron tablas comparables. Verifica si existen tablas de destino con el mismo nombre.",
     noDifferences: "Los datos son idénticos, no se necesita SQL de sincronización",
     syncSuccess: "Sincronización de datos ejecutada exitosamente",
   },
diff --git a/apps/desktop/src/i18n/locales/zh-CN.ts b/apps/desktop/src/i18n/locales/zh-CN.ts
index 87cae4dfa1..ff83c247fa 100644
--- a/apps/desktop/src/i18n/locales/zh-CN.ts
+++ b/apps/desktop/src/i18n/locales/zh-CN.ts
@@ -1144,17 +1144,38 @@ export default {
   dataCompare: {
     title: "比较数据",
     selectTable: "选择表",
+    sourceTables: "源表",
+    targetTable: "目标表",
+    searchTables: "搜索表名...",
+    selectedTables: "已选择 {selected}/{total}",
+    selectAllTables: "全选",
+    deselectAllTables: "取消全选",
+    selectSourceTables: "请先选择源连接和数据库，再选择要比较的表",
+    noTables: "暂无可比较的表",
+    autoMatchHint: "多表模式会按同名表自动匹配目标表",
+    matchedTables: "已匹配 {matched}/{total} 张表",
+    missingTargetTables: "目标端缺少同名表：{tables}",
     keyColumns: "匹配字段",
     keyColumnsPlaceholder: "用逗号分隔主键或唯一键字段",
+    keyColumnsAutoHint: "留空时，单表会自动推断主键；多表会对每张表分别自动推断。",
     rowLimit: "比较行数上限",
     rowLimitOption: "{count} 行",
     rowCounts: "源表 {source} 行，目标表 {target} 行；本次最多比较前 {limit} 行",
     truncatedWarning: "表数据超过本次比较上限，结果只代表已加载范围。建议提高上限或后续使用分块比较。",
     compare: "开始比较数据",
     summary: "新增 {added} 行，删除 {removed} 行，修改 {modified} 行",
+    batchSummary:
+      "已比较 {tables} 张表：存在差异 {different} 张，一致 {same} 张，失败 {failed} 张；累计新增 {added} 行，删除 {removed} 行，修改 {modified} 行",
+    comparingTable: "正在比较 {current}/{total}：{table}",
+    keyColumnsInline: "匹配字段：{columns}",
+    statusDifferent: "有差异",
+    statusSame: "一致",
+    statusError: "失败",
     noKeyColumns: "请至少选择一个匹配字段",
     missingKeyColumns: "匹配字段在源表和目标表中都必须存在：{columns}",
     noCommonColumns: "源表和目标表没有可比较的同名字段",
+    targetTableMissing: "目标端找不到表：{table}",
+    noComparableTables: "没有可比较的表，请检查目标端是否存在同名表",
     noDifferences: "数据完全一致，无需生成同步 SQL",
     syncSuccess: "数据同步执行成功",
   },