Building Data-Heavy Interfaces: Grids and Tables in React

When building admin panels, dashboards, or data-intensive applications, the choice of table component can define your project's timeline and maintainability. ag-grid-react, material-table, react-data-grid, and react-table represent four distinct approaches to this problem. Let's break down their architectures, capabilities, and real-world trade-offs.

🏗️ Architecture: Full Grid vs. Headless Logic

The most fundamental difference lies in how much opinion each library imposes on your UI.

ag-grid-react is a full-featured grid. It renders its own DOM, handles its own virtualization, and provides a complete UI. You configure it via props, and it handles the rest.

// ag-grid-react: Configuration driven
import { AgGridReact } from 'ag-grid-react';

function Grid() {
  const [rowData, setRowData] = useState([]);
  const [columnDefs] = useState([
    { field: 'make' }, { field: 'model' }, { field: 'price' }
  ]);

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

material-table is a pre-styled component. It wraps Material-UI components to provide table features quickly. It dictates the look and feel based on Material Design.

// material-table: Component driven
import MaterialTable from 'material-table';

function Table() {
  return (
    <MaterialTable
      columns={[
        { title: 'Name', field: 'name' },
        { title: 'Surname', field: 'surname' }
      ]}
      data={[
        { name: 'John', surname: 'Doe' }
      ]}
    />
  );
}

react-data-grid is a specialized grid. It looks like a spreadsheet. It focuses on cell-level interaction and editing rather than just display.

// react-data-grid: Spreadsheet style
import DataGrid from 'react-data-grid';

function Spreadsheet() {
  const columns = [{ key: 'id', name: 'ID' }, { key: 'task', name: 'Task' }];
  const rows = [{ id: 0, task: 'Learn React' }];

  return <DataGrid columns={columns} rows={rows} />;
}

react-table is headless. It gives you hooks to manage state (sorting, pagination, filtering) but renders nothing. You build the <table> HTML yourself.

// react-table (TanStack): Logic hooks
import { useTable } from 'react-table';

function Table({ columns, data }) {
  const { getTableProps, getTableBodyProps, headerGroups, rows } = useTable({
    columns,
    data
  });

  return (
    <table {...getTableProps()}>
      <thead>
        {headerGroups.map(headerGroup => (
          <tr {...headerGroup.getHeaderGroupProps()}>
            {headerGroup.headers.map(column => (
              <th {...column.getHeaderProps()}>{column.render('Header')}</th>
            ))}
          </tr>
        ))}
      </thead>
      <tbody {...getTableBodyProps()}>
        {rows.map(row => {
          return (
            <tr {...row.getRowProps()}>
              {row.cells.map(cell => (
                <td {...cell.getCellProps()}>{cell.render('Cell')}</td>
              ))}
            </tr>
          );
        })}
      </tbody>
    </table>
  );
}

✏️ Editing Capabilities: Forms vs. Inline

How users modify data is often the deciding factor.

ag-grid-react supports inline editing, but it is configured per column. It feels like a grid editor.

// ag-grid-react: Column level editing
const [columnDefs] = useState([
  { 
    field: 'price', 
    editable: true, // Enables editing
    cellEditor: 'agNumberCellEditor' 
  }
]);

material-table has built-in CRUD actions (Add, Edit, Delete) that often open modals or switch rows to edit mode automatically.

// material-table: Built-in actions
<MaterialTable
  editable={{
    onRowAdd: (newData) => Promise.resolve().then(() => setData([...data, newData])),
    onRowUpdate: (newData, oldData) => Promise.resolve().then(() => {
      // update logic
    }),
  }}
/>

react-data-grid excels here. It supports Excel-like copy-paste, cell navigation with arrows, and batch updates naturally.

// react-data-grid: Excel-like interaction
<DataGrid
  columns={columns}
  rows={rows}
  onRowsChange={(newRows) => setRows(newRows)}
  enableCellSelect={true} // Allows navigation like Excel
/>

react-table requires you to build the editing UI. You might use a library like react-hook-form inside the cells.

// react-table: Custom cell rendering
const columns = React.useMemo(
  () => [
    {
      Header: 'Name',
      Cell: ({ row }) => (
        <input 
          value={row.original.name} 
          onChange={e => updateName(row.index, e.target.value)} 
        />
      )
    }
  ],
  []
);

⚡ Performance: Virtualization and Large Datasets

Handling 10,000+ rows requires virtualization (rendering only visible rows).

ag-grid-react has built-in row virtualization. It handles millions of rows smoothly out of the box without extra config.

// ag-grid-react: Auto virtualization
// No extra code needed, enabled by default for large datasets
<AgGridReact rowData={largeDataSet} />

material-table relies on Material-UI's table components. It does not virtualize by default. You must integrate third-party virtualization libraries for large datasets, which can be brittle.

// material-table: No built-in virtualization
// Requires custom body override for virtualization
<MaterialTable
  components={{
    Body: (props) => <VirtualizedBody {...props} />
  }}
/>

react-data-grid includes built-in virtualization. It is optimized for scrolling through large datasets similar to Excel.

// react-data-grid: Built-in virtualization
// Handles scrolling performance internally
<DataGrid columns={columns} rows={largeRows} />

react-table does not include virtualization. You must integrate react-virtual or similar libraries manually.

// react-table: Manual virtualization integration
import { useVirtual } from 'react-virtual';

const { rowVirtualizer } = useVirtual({
  size: rows.length,
  parentRef,
  estimateSize: React.useCallback(() => 35, []),
});

🎨 Styling and Theming

ag-grid-react uses CSS classes and themes (Alpine, Balham, Material). Customizing deep internals can require CSS overrides.

/* ag-grid-react: CSS Overrides */
.ag-cell {
  border: 1px solid #ccc;
}
.ag-theme-alpine {
  --ag-font-size: 14px;
}

material-table inherits Material-UI theming. It looks consistent with MUI apps but is hard to break out of that design language.

// material-table: MUI Theme
<ThemeProvider theme={customTheme}>
  <MaterialTable /> 
</ThemeProvider>

react-data-grid uses CSS variables for theming. It is clean but looks distinctively like a grid.

/* react-data-grid: CSS Variables */
:root {
  --rdg-border-color: #ddd;
  --rdg-cell-selected-background-color: #e0e0e0;
}

react-table is style-agnostic. You write 100% of the CSS. This is great for design systems but adds development time.

/* react-table: Your own CSS */
.table-row:nth-child(even) {
  background-color: #f9f9f9;
}

⚠️ Maintenance and Deprecation Warning

This is critical for architectural decisions.

material-table has significant maintenance concerns. The original repository has had long periods of inactivity and reported security vulnerabilities. The community has created forks like @material-table/core, but for new projects, MUI Data Grid (@mui/x-data-grid) is the officially recommended alternative by the Material-UI team.

react-table v7 is in maintenance mode. The current version is TanStack Table v8, published under @tanstack/react-table. If you start a new project, use the TanStack package, not the legacy react-table v7.

// ❌ Legacy
import { useTable } from 'react-table';

// ✅ Current
import { useReactTable } from '@tanstack/react-table';

ag-grid-react and react-data-grid are actively maintained. However, AG Grid locks advanced features (like multi-filter support or server-side row models) behind a paid license.

📊 Summary: Key Differences

💡 The Big Picture

ag-grid-react is the heavy lifter 🏋️. Use it when the budget allows and you need complex data manipulation (grouping, pivoting) without building it yourself.

material-table is the legacy trap 🪤. Avoid it for new work. Switch to MUI Data Grid if you need Material Design.

react-data-grid is the specialist 📊. Use it when your users need to edit data like they are in Excel.

react-table (TanStack) is the foundation 🧱. Use it when you need a custom design system and want to own the DOM structure completely.

Final Thought: Don't choose based on features alone. Choose based on who will maintain it. A headless library (react-table) gives you longevity because you own the UI. A full grid (ag-grid) gives you speed but introduces a vendor dependency. Balance these trade-offs carefully.