React Data Grid Showdown: ag-grid-react vs react-data-grid vs react-datasheet-grid

When building data-heavy React applications, choosing the right grid library can make or break user experience and development velocity. While all three packages — ag-grid-react, react-data-grid, and react-datasheet-grid — render tabular data, they solve fundamentally different problems. Let’s compare them through real-world engineering lenses.

🧩 Core Philosophy and Use Case Fit

ag-grid-react is a feature-complete enterprise grid. It ships with nearly every grid feature imaginable: tree data, master-detail views, clipboard interaction, Excel-like range selection, and more. It assumes you want batteries included and trades some API complexity for reduced implementation effort.

react-data-grid is a minimalist, high-performance grid. It gives you a fast, virtualized table and expects you to build custom logic on top. It’s unopinionated about how filtering, sorting, or editing should work, leaving those decisions to you.

react-datasheet-grid is a spreadsheet-first editor. Its primary goal is to replicate the feel of Excel or Google Sheets in the browser, with support for formulas, cell references, and rich inline editing. It’s not just a display component — it’s an interactive data entry tool.

🖥️ Basic Rendering and Data Binding

All three accept rows and columns as props, but their APIs differ in structure and expectations.

ag-grid-react

Uses a declarative column definition and expects data as a flat array of objects. Column definitions are highly configurable.

import { AgGridReact } from 'ag-grid-react';
import 'ag-grid-community/styles/ag-grid.css';
import 'ag-grid-community/styles/ag-theme-alpine.css';

const App = () => {
  const columnDefs = [
    { field: 'name', sortable: true, filter: true },
    { field: 'age', editable: true }
  ];

  const rowData = [
    { name: 'Alice', age: 30 },
    { name: 'Bob', age: 25 }
  ];

  return (
    <div className="ag-theme-alpine" style={{ height: 400, width: 600 }}>
      <AgGridReact
        rowData={rowData}
        columnDefs={columnDefs}
      />
    </div>
  );
};

react-data-grid

Expects columns as an array of objects with key and name, and rows as an array of records indexed by key.

import DataGrid from 'react-data-grid';

const columns = [
  { key: 'name', name: 'Name' },
  { key: 'age', name: 'Age' }
];

const rows = [
  { id: 1, name: 'Alice', age: 30 },
  { id: 2, name: 'Bob', age: 25 }
];

function App() {
  return <DataGrid columns={columns} rows={rows} />;
}

react-datasheet-grid

Takes a data prop shaped as a 2D array (rows of cells), where each cell is an object with type and value. This reflects its spreadsheet orientation.

import { DataSheetGrid, textColumn, numberColumn } from 'react-datasheet-grid';
import 'react-datasheet-grid/dist/style.css';

const columns = [
  textColumn({ title: 'Name' }),
  numberColumn({ title: 'Age' })
];

const data = [
  [{ type: 'text', value: 'Alice' }, { type: 'number', value: 30 }],
  [{ type: 'text', value: 'Bob' }, { type: 'number', value: 25 }]
];

function App() {
  return <DataSheetGrid columns={columns} data={data} />;
}

✏️ Editing Experience

Editing behavior reveals each library’s core focus.

ag-grid-react

Supports cell-level editing with built-in editors (text, number, select) and custom components. Editing is opt-in per column.

const columnDefs = [
  {
    field: 'country',
    editable: true,
    cellEditor: 'agSelectCellEditor',
    cellEditorParams: {
      values: ['US', 'UK', 'CA']
    }
  }
];

react-data-grid

Requires you to provide a custom renderEditCell function and manage state externally. Offers maximum flexibility but more boilerplate.

const columns = [
  {
    key: 'country',
    name: 'Country',
    renderEditCell: (props) => {
      const [value, setValue] = useState(props.row.country);
      return (
        <select value={value} onChange={e => setValue(e.target.value)}>
          <option>US</option>
          <option>UK</option>
        </select>
      );
    }
  }
];

react-datasheet-grid

Editing is always on and deeply integrated. Users click any cell to edit, with keyboard navigation (Tab, Enter, arrow keys) working out of the box. Formulas like =A1+B1 are supported via plugins.

// No extra config needed — editing is default behavior
<DataSheetGrid
  columns={[textColumn(), numberColumn()]}
  data={data}
/>

⚡ Performance and Virtualization

All three use virtual scrolling to handle large datasets efficiently, but their approaches differ.

• ag-grid-react: Uses its own optimized rendering engine. Handles 100k+ rows smoothly with row models (client-side, infinite, viewport).
• react-data-grid: Leverages React’s reconciliation with windowing. Extremely lightweight; renders only visible rows with minimal overhead.
• react-datasheet-grid: Built on top of react-virtual, optimized for dense grids. Performance is good for typical spreadsheet sizes (up to ~10k cells), but not designed for massive datasets.

🔌 Extensibility and Customization

ag-grid-react

Highly extensible via components (cellRenderer, headerComponent, loadingOverlay, etc.), but customization often requires learning AG Grid’s internal APIs and lifecycle hooks.

const columnDefs = [
  {
    field: 'action',
    cellRenderer: (params) => <button onClick={() => alert(params.data.name)}>View</button>
  }
];

react-data-grid

Everything is a React component. You control rendering completely, making it easy to integrate with design systems or custom logic.

const columns = [
  {
    key: 'action',
    name: '',
    renderCell: (row) => <button onClick={() => alert(row.name)}>View</button>
  }
];

react-datasheet-grid

Customization is limited to column types and cell renderers. Its strength is consistency with spreadsheet UX, not visual flexibility.

const customColumn = {
  component: CustomCell,
  deleteValue: () => ({ type: 'custom', value: null }),
  copyValue: ({ value }) => value,
  pasteValue: (value) => ({ type: 'custom', value })
};

📦 Licensing and Production Readiness

• ag-grid-react: Free for community use, but many advanced features (like Excel export, server-side row model, charting) require a commercial license. Well-maintained and battle-tested in enterprise apps.
• react-data-grid: MIT licensed, fully open source. Actively maintained with a focus on stability and performance.
• react-datasheet-grid: MIT licensed. Actively developed, but niche — best evaluated if your use case truly matches its spreadsheet focus.

🆚 When to Use Which?

💡 Final Thought

Don’t pick a grid based on feature checklists alone. Ask: What mental model does my user have? If they think in spreadsheets, go with react-datasheet-grid. If they need a polished data table with minimal dev effort, ag-grid-react saves time. If you value control, speed, and simplicity above all, react-data-grid is your ally.