diff --git a/packages/vue/src/grid/src/composable/useCellEvent.ts b/packages/vue/src/grid/src/composable/useCellEvent.ts
index bc3575bab6..7a473ce432 100644
--- a/packages/vue/src/grid/src/composable/useCellEvent.ts
+++ b/packages/vue/src/grid/src/composable/useCellEvent.ts
@@ -11,7 +11,7 @@ const getEventSource = (e, $table) => {
   if (tableEl.dataset?.tableid !== String($table.id)) return
 
   let cellEl = target.closest('.tiny-grid-header__column')
-  let rowEl, part, rowType, row, column
+  let rowEl, part, rowType, row, column, rowid
 
   if (cellEl) {
     rowEl = cellEl.parentNode
@@ -27,12 +27,19 @@ const getEventSource = (e, $table) => {
   if (!part || !cellEl || !rowEl) return
 
   column = $table.getColumnNode(cellEl)?.item
+  rowid = rowEl.dataset?.rowid
 
-  if (rowEl.dataset?.rowid?.startsWith('row_g_')) {
+  if (rowid?.startsWith('row_g_')) {
     rowType = 'virtual'
   } else if (part === 'body') {
     rowType = 'normal'
-    row = $table.getRowNode(rowEl)?.item
+
+    if ($table.editStore.insertMap.has(rowid)) {
+      // 新增行不进缓存，需要单独查找
+      row = $table.editStore.insertMap.get(rowid)
+    } else {
+      row = $table.getRowNode(rowEl)?.item
+    }
   }
 
   return { part, rowType, row, column, cell: cellEl, tr: rowEl }
diff --git a/packages/vue/src/grid/src/edit/src/methods.ts b/packages/vue/src/grid/src/edit/src/methods.ts
index 08f510eb97..674bb583ae 100644
--- a/packages/vue/src/grid/src/edit/src/methods.ts
+++ b/packages/vue/src/grid/src/edit/src/methods.ts
@@ -26,16 +26,7 @@ import { debounce } from '@opentiny/utils'
 import { hooks } from '@opentiny/vue-common'
 import { addClass } from '@opentiny/utils'
 import { browserInfo } from '@opentiny/utils'
-import {
-  isArray,
-  destructuring,
-  set,
-  get,
-  remove,
-  filterTree,
-  find,
-  clone
-} from '@opentiny/vue-renderless/grid/static/'
+import { isArray, destructuring, set, get, remove, filterTree, find } from '@opentiny/vue-renderless/grid/static/'
 import { getCell, getCellValue, setCellValue, emitEvent, getRowid } from '@opentiny/vue-renderless/grid/utils'
 import { Renderer } from '../../adapter'
 import { error, warn } from '../../tools'
@@ -48,53 +39,27 @@ import {
   handleActivedTryActive
 } from './utils/handleActived'
 
-function operArrs({
-  _vm,
-  editStore,
-  newRecords,
-  newRecordsCopy,
-  nowData,
-  row,
-  tableFullData,
-  tableSourceData,
-  rawData
-}) {
+function operArrs({ _vm, editStore, newRecords, row, tableFullData }) {
   if (row === -1) {
-    Array.prototype.push.apply(nowData, newRecords)
     Array.prototype.push.apply(tableFullData, newRecords)
-    Array.prototype.push.apply(tableSourceData, newRecordsCopy)
-    Array.prototype.push.apply(rawData, newRecords)
   }
 
   if (row && row !== -1) {
-    let targetIndex = nowData.indexOf(row)
+    let insertIndex = tableFullData.indexOf(row)
 
-    if (targetIndex === -1) {
+    if (insertIndex === -1) {
       throw new Error(error('ui.grid.error.unableInsert'))
     }
 
-    let insertIndex = tableFullData.indexOf(row)
-
-    Array.prototype.splice.apply(nowData, [targetIndex, 0].concat(newRecords))
     Array.prototype.splice.apply(tableFullData, [insertIndex, 0].concat(newRecords))
-    Array.prototype.splice.apply(tableSourceData, [insertIndex, 0].concat(newRecordsCopy))
-
-    let rawInsertIndex = rawData.indexOf(row)
-
-    if (rawInsertIndex > -1) {
-      Array.prototype.splice.apply(rawData, [rawInsertIndex, 0].concat(newRecords))
-    }
   }
 
   if (!row) {
-    Array.prototype.unshift.apply(nowData, newRecords)
     Array.prototype.unshift.apply(tableFullData, newRecords)
-    Array.prototype.unshift.apply(tableSourceData, newRecordsCopy)
-    Array.prototype.unshift.apply(rawData, newRecords)
   }
 
   Array.prototype.unshift.apply(editStore.insertList, newRecords)
-  Array.prototype.push.apply(_vm.temporaryRows, newRecordsCopy)
+  newRecords.forEach((row) => editStore.insertMap.set(getRowid(_vm, row), row))
 }
 
 export function removeFromTableSourceData({ _vm, rows, tableSourceData }) {
@@ -147,53 +112,33 @@ export default {
   },
   // 根据位置从指定行添加数据
   _insertAt(records, row) {
-    let {
-      afterFullData,
-      editStore,
-      isAsyncColumn,
-      scrollYLoad,
-      tableFullData,
-      tableSourceData = [],
-      treeConfig,
-      rawData
-    } = this
+    let { editStore, isAsyncColumn, scrollYLoad, tableFullData, treeConfig, visibleColumn } = this
 
     if (treeConfig) {
       throw new Error(error('ui.grid.error.treeInsert'))
     }
 
-    // 增加新增标识
-    if (isAsyncColumn) {
-      const columnSet = this.getColumns()
-
-      columnSet.forEach((column) => {
-        if (column.format && column.format.async && column.format.async.fetch) {
-          records[GlobalConfig.constant.insertedField] = true
-        }
-      })
-    }
-
     if (!isArray(records)) {
       records = [records]
     }
 
-    let nowData = afterFullData
-    let newRecords = records.map((record) => hooks.reactive(this.defineField({ ...record })))
-    let newRecordsCopy = clone(newRecords, true)
+    const isColumnFormat = isAsyncColumn && visibleColumn.some((column) => column.format?.async?.fetch)
+
+    let newRecords = records.map((record) => {
+      // 增加新增标识
+      isColumnFormat && (record[GlobalConfig.constant.insertedField] = true)
+      // 增加编辑字段和主键字段
+      return hooks.reactive(this.defineField(Object.assign({}, record)))
+    })
 
     operArrs({
       _vm: this,
       editStore,
-      newRecords,
-      newRecordsCopy,
-      nowData,
       row,
       tableFullData,
-      tableSourceData,
-      rawData
+      newRecords
     })
 
-    this.updateCache()
     this.handleTableData(true)
     this.checkSelectionStatus()
     this.updateFooter()
@@ -216,9 +161,9 @@ export default {
    * 如果传 rows 则删除多行
    */
   _remove(rows) {
-    let { afterFullData, scrollYLoad, selectConfig = {} } = this
-    let { selection, tableFullData, treeConfig, tableSourceData = [] } = this
-    let { insertList, removeList } = this.editStore
+    let { afterFullData, selectConfig = {} } = this
+    let { selection, tableFullData, treeConfig } = this
+    let { insertList, insertMap, removeList } = this.editStore
     let { checkField } = selectConfig
     let nowData = afterFullData
     let rest = []
@@ -240,7 +185,7 @@ export default {
     // 如果不是新增，则保存记录
     for (let i = 0; i < rows.length; i++) {
       let row = rows[i]
-      if (this.hasRowInsert(row)) continue
+      if (this.isTemporaryRow(row)) continue
       removeList.push(row)
     }
 
@@ -259,25 +204,17 @@ export default {
       remove(nowData, (row) => inArr(row, rows))
     }
 
-    // 从备份中移除新增数据
-    remove(
-      tableSourceData,
-      (row) =>
-        find(insertList, (r) => getRowid(this, r) === getRowid(this, row)) &&
-        find(rows, (r) => getRowid(this, r) === getRowid(this, row))
-    )
-
     // 从新增中移除已删除的数据
-    remove(insertList, (row) => inArr(row, rows))
+    remove(insertList, (row) => {
+      const exist = inArr(row, rows)
+      exist && insertMap.delete(getRowid(this, row))
+      return exist
+    })
 
     // 修改缓存
-    this.updateCache()
     this.handleTableData(true)
     this.checkSelectionStatus()
     this.updateFooter()
-    if (scrollYLoad) {
-      this.updateScrollYSpace()
-    }
 
     let res = {
       row: rows && rows.length ? rows[rows.length - 1] : null,
diff --git a/packages/vue/src/grid/src/table/src/methods.ts b/packages/vue/src/grid/src/table/src/methods.ts
index 7e1d5c2ba0..39f1a5e0d1 100644
--- a/packages/vue/src/grid/src/table/src/methods.ts
+++ b/packages/vue/src/grid/src/table/src/methods.ts
@@ -294,6 +294,7 @@ const Methods = {
     const scrollYLoad = scrollY && scrollY.gt > 0 && scrollY.gt <= tableFullData.length
 
     editStore.insertList = []
+    editStore.insertMap = new Map()
     editStore.removeList = []
     // 设置全量数据，原始数据，行虚滚标记
     Object.assign(this, { tableFullData, tableSynchData: datas, scrollYLoad })
@@ -326,7 +327,7 @@ const Methods = {
     })
   },
   updateRawData(datas) {
-    this.rawData = [...datas]
+    this.rawData = datas
     this.rawDataVersion += 1
   },
   getOriginRow(row) {
@@ -617,7 +618,7 @@ const Methods = {
   isTemporaryRow(row) {
     const rowid = getRowid(this, row)
 
-    return find(this.temporaryRows, (r) => rowid === getRowid(this, r))
+    return this.editStore.insertMap.has(rowid)
   },
   createData(records, copy) {
     const isArr = isArray(records)
@@ -659,7 +660,7 @@ const Methods = {
     return this.$nextTick()
   },
   hasRowInsert(row) {
-    return this.editStore.insertList.includes(row)
+    return this.isTemporaryRow(row)
   },
   compareRow(row, originalRow, field) {
     const value = get(row, field)
diff --git a/packages/vue/src/grid/src/table/src/table.ts b/packages/vue/src/grid/src/table/src/table.ts
index 60238e19a0..b07134aef0 100644
--- a/packages/vue/src/grid/src/table/src/table.ts
+++ b/packages/vue/src/grid/src/table/src/table.ts
@@ -346,6 +346,7 @@ export default defineComponent({
         copyed: { columns: [], cut: false, rows: [] },
         indexs: { columns: [] },
         insertList: [],
+        insertMap: new Map(),
         removeList: [],
         // 选中源
         selected: { column: null, row: null },
@@ -567,8 +568,6 @@ export default defineComponent({
       fullDataRowIdData: {},
       fullDataRowMap: new Map(),
       backupInfos: { srcIdMap: new WeakMap(), idRawMap: new Map() },
-      // 临时插入数据集
-      temporaryRows: [],
       // 最后滚动位置
       lastScrollLeft: 0,
       lastScrollTop: 0,