diff --git a/public/components/event_analytics/explorer/visualizations/shared_components/__tests__/__snapshots__/shared_components.test.tsx.snap b/public/components/event_analytics/explorer/visualizations/shared_components/__tests__/__snapshots__/shared_components.test.tsx.snap
deleted file mode 100644
index 29dcef545..000000000
--- a/public/components/event_analytics/explorer/visualizations/shared_components/__tests__/__snapshots__/shared_components.test.tsx.snap
+++ /dev/null
@@ -1,117 +0,0 @@
-// Jest Snapshot v1, https://goo.gl/fbAQLP
-
-exports[`Shared components Renders tool bar button component 1`] = `
-<Component
-  fontWeight="bold"
-  onClick={[MockFunction]}
->
-  <EuiButton
-    className="lnsToolbarButton lnsToolbarButton--bold lnsToolbarButton--s"
-    color="text"
-    contentProps={
-      Object {
-        "className": "lnsToolbarButton__content",
-      }
-    }
-    data-test-subj=""
-    iconSide="right"
-    iconType="arrowDown"
-    onClick={[MockFunction]}
-    size="s"
-    textProps={
-      Object {
-        "className": "lnsToolbarButton__text",
-      }
-    }
-  >
-    <EuiButtonDisplay
-      baseClassName="euiButton"
-      className="lnsToolbarButton lnsToolbarButton--bold lnsToolbarButton--s"
-      color="text"
-      contentProps={
-        Object {
-          "className": "lnsToolbarButton__content",
-        }
-      }
-      data-test-subj=""
-      disabled={false}
-      element="button"
-      iconSide="right"
-      iconType="arrowDown"
-      isDisabled={false}
-      onClick={[MockFunction]}
-      size="s"
-      textProps={
-        Object {
-          "className": "lnsToolbarButton__text",
-        }
-      }
-      type="button"
-    >
-      <button
-        className="euiButton euiButton--text euiButton--small lnsToolbarButton lnsToolbarButton--bold lnsToolbarButton--s"
-        data-test-subj=""
-        disabled={false}
-        onClick={[MockFunction]}
-        style={
-          Object {
-            "minWidth": undefined,
-          }
-        }
-        type="button"
-      >
-        <EuiButtonContent
-          className="euiButton__content lnsToolbarButton__content"
-          iconSide="right"
-          iconType="arrowDown"
-          textProps={
-            Object {
-              "className": "euiButton__text lnsToolbarButton__text",
-            }
-          }
-        >
-          <span
-            className="euiButtonContent euiButtonContent--iconRight euiButton__content lnsToolbarButton__content"
-          >
-            <EuiIcon
-              className="euiButtonContent__icon"
-              color="inherit"
-              size="m"
-              type="arrowDown"
-            >
-              <EuiIconEmpty
-                aria-hidden={true}
-                className="euiIcon euiIcon--medium euiIcon--inherit euiIcon-isLoading euiButtonContent__icon"
-                focusable="false"
-                role="img"
-                style={null}
-              >
-                <svg
-                  aria-hidden={true}
-                  className="euiIcon euiIcon--medium euiIcon--inherit euiIcon-isLoading euiButtonContent__icon"
-                  focusable="false"
-                  height={16}
-                  role="img"
-                  style={null}
-                  viewBox="0 0 16 16"
-                  width={16}
-                  xmlns="http://www.w3.org/2000/svg"
-                />
-              </EuiIconEmpty>
-            </EuiIcon>
-            <span
-              className="euiButton__text lnsToolbarButton__text"
-            >
-              <WrappedComponent>
-                <div>
-                  testing
-                </div>
-              </WrappedComponent>
-            </span>
-          </span>
-        </EuiButtonContent>
-      </button>
-    </EuiButtonDisplay>
-  </EuiButton>
-</Component>
-`;
diff --git a/public/components/event_analytics/explorer/visualizations/shared_components/__tests__/shared_components.test.tsx b/public/components/event_analytics/explorer/visualizations/shared_components/__tests__/shared_components.test.tsx
deleted file mode 100644
index 8b5405906..000000000
--- a/public/components/event_analytics/explorer/visualizations/shared_components/__tests__/shared_components.test.tsx
+++ /dev/null
@@ -1,31 +0,0 @@
-/*
- * Copyright OpenSearch Contributors
- * SPDX-License-Identifier: Apache-2.0
- */
-
-import { configure, mount } from 'enzyme';
-import Adapter from 'enzyme-adapter-react-16';
-import React from 'react';
-import { waitFor } from '@testing-library/react';
-import { ToolbarButton } from '../toolbar_button';
-
-describe('Shared components', () => {
-  configure({ adapter: new Adapter() });
-
-  it('Renders tool bar button component', async () => {
-    const handleClick = jest.fn();
-    const WrappedComponent = () => <div>testing</div>;
-
-    const wrapper = mount(
-      <ToolbarButton onClick={handleClick} fontWeight="bold">
-        <WrappedComponent />
-      </ToolbarButton>
-    );
-
-    wrapper.update();
-
-    await waitFor(() => {
-      expect(wrapper).toMatchSnapshot();
-    });
-  });
-});
diff --git a/public/components/event_analytics/explorer/visualizations/shared_components/index.ts b/public/components/event_analytics/explorer/visualizations/shared_components/index.ts
index cd308b785..24e655513 100644
--- a/public/components/event_analytics/explorer/visualizations/shared_components/index.ts
+++ b/public/components/event_analytics/explorer/visualizations/shared_components/index.ts
@@ -4,5 +4,4 @@
  */
 
 export * from './empty_placeholder';
-export { ToolbarButtonProps, ToolbarButton } from './toolbar_button';
 export { VisWorkspaceDefault } from './vis_canvass_placeholder';
diff --git a/public/components/event_analytics/explorer/visualizations/shared_components/toolbar_button.scss b/public/components/event_analytics/explorer/visualizations/shared_components/toolbar_button.scss
deleted file mode 100644
index 621cb9293..000000000
--- a/public/components/event_analytics/explorer/visualizations/shared_components/toolbar_button.scss
+++ /dev/null
@@ -1,65 +0,0 @@
-/*
- * Copyright OpenSearch Contributors
- * SPDX-License-Identifier: Apache-2.0
- */
-
-.lnsToolbarButton {
-  line-height: $euiButtonHeight; // Keeps alignment of text and chart icon
-  background-color: $euiColorEmptyShade;
-
-  // Some toolbar buttons are just icons, but EuiButton comes with margin and min-width that need to be removed
-  min-width: 0;
-
-  &[class*='--text'] {
-    // Lighten the border color for all states
-    border-color: $euiBorderColor !important; // sass-lint:disable-line no-important
-  }
-
-  &[class*='isDisabled'] {
-    // There is a popover `pointer-events: none` that messes with the not-allowed cursor
-    pointer-events: initial;
-  }
-
-  .lnsToolbarButton__text > svg {
-    margin-top: -1px; // Just some weird alignment issue when icon is the child not the `iconType`
-  }
-
-  .lnsToolbarButton__text:empty {
-    margin: 0;
-  }
-
-  // Toolbar buttons don't look good with centered text when fullWidth
-  &[class*='fullWidth'] {
-    text-align: left;
-
-    .lnsToolbarButton__content {
-      justify-content: space-between;
-    }
-  }
-
-}
-
-.lnsToolbarButton--groupLeft {
-  border-top-right-radius: 0;
-  border-bottom-right-radius: 0;
-}
-
-.lnsToolbarButton--groupCenter {
-  border-radius: 0;
-  border-left: none;
-}
-
-.lnsToolbarButton--groupRight {
-  border-top-left-radius: 0;
-  border-bottom-left-radius: 0;
-  border-left: none;
-}
-
-.lnsToolbarButton--bold {
-  font-weight: $euiFontWeightBold;
-}
-
-.lnsToolbarButton--s {
-  box-shadow: none !important; // sass-lint:disable-line no-important
-  font-size: $euiFontSizeS;
-}
diff --git a/public/components/event_analytics/explorer/visualizations/shared_components/toolbar_button.tsx b/public/components/event_analytics/explorer/visualizations/shared_components/toolbar_button.tsx
deleted file mode 100644
index 12e889474..000000000
--- a/public/components/event_analytics/explorer/visualizations/shared_components/toolbar_button.tsx
+++ /dev/null
@@ -1,72 +0,0 @@
-/*
- * Copyright OpenSearch Contributors
- * SPDX-License-Identifier: Apache-2.0
- */
-
-import React from 'react';
-import classNames from 'classnames';
-import { EuiButton, PropsOf, EuiButtonProps } from '@elastic/eui';
-
-const groupPositionToClassMap = {
-  none: null,
-  left: 'lnsToolbarButton--groupLeft',
-  center: 'lnsToolbarButton--groupCenter',
-  right: 'lnsToolbarButton--groupRight',
-};
-
-export type ToolbarButtonProps = PropsOf<typeof EuiButton> & {
-  /**
-   * Determines prominence
-   */
-  fontWeight?: 'normal' | 'bold';
-  /**
-   * Smaller buttons also remove extra shadow for less prominence
-   */
-  size?: EuiButtonProps['size'];
-  /**
-   * Determines if the button will have a down arrow or not
-   */
-  hasArrow?: boolean;
-  /**
-   * Adjusts the borders for groupings
-   */
-  groupPosition?: 'none' | 'left' | 'center' | 'right';
-  dataTestSubj?: string;
-};
-
-export const ToolbarButton: React.FunctionComponent<ToolbarButtonProps> = ({
-  children,
-  className,
-  fontWeight = 'normal',
-  size = 's',
-  hasArrow = true,
-  groupPosition = 'none',
-  dataTestSubj = '',
-  ...rest
-}) => {
-  const classes = classNames(
-    'lnsToolbarButton',
-    groupPositionToClassMap[groupPosition],
-    [`lnsToolbarButton--${fontWeight}`, `lnsToolbarButton--${size}`],
-    className
-  );
-  return (
-    <EuiButton
-      data-test-subj={dataTestSubj}
-      className={classes}
-      iconSide="right"
-      iconType={hasArrow ? 'arrowDown' : ''}
-      color="text"
-      contentProps={{
-        className: 'lnsToolbarButton__content',
-      }}
-      textProps={{
-        className: 'lnsToolbarButton__text',
-      }}
-      {...rest}
-      size={size}
-    >
-      {children}
-    </EuiButton>
-  );
-};
diff --git a/public/components/event_analytics/index.scss b/public/components/event_analytics/index.scss
index 00accf3bf..ac34f9ab8 100644
--- a/public/components/event_analytics/index.scss
+++ b/public/components/event_analytics/index.scss
@@ -13,7 +13,6 @@
 @import 'explorer/visualizations/config_panel/config_panes/config_controls/data_configurations_panel';
 @import 'explorer/visualizations/visualizations';
 @import 'explorer/visualizations/shared_components/empty_placeholder';
-@import 'explorer/visualizations/shared_components/toolbar_button';
 @import 'explorer/visualizations/shared_components/plotly_viz_editor/plotly_editor';
 @import 'explorer/visualizations/shared_components/plotly_viz_editor/plotly_vis';
 @import 'explorer/visualizations/workspace_panel/workspace_panel';
\ No newline at end of file