diff --git a/website/cypress/e2e/tasks/random.cy.ts b/website/cypress/e2e/tasks/random.cy.ts
index ef970123..89701aa3 100644
--- a/website/cypress/e2e/tasks/random.cy.ts
+++ b/website/cypress/e2e/tasks/random.cy.ts
@@ -44,12 +44,44 @@ describe("handles random tasks", () => {
                 break;
               }
               case "label-task": {
-                // Clicking on the slider will set the value to about the middle where it clicks
-                cy.get('[aria-roledescription="slider"]').first().click();
+                cy.get('[data-cy="label-group-item"]')
+                  .first()
+                  .invoke("attr", "data-label-type")
+                  .then((label_type) => {
+                    const parent = cy
+                      .get('[data-cy="label-group-item"]')
+                      .first();
+                    cy.log("Label type", label_type);
 
-                cy.get('[data-cy="review"]').click();
+                    switch (label_type) {
+                      case "slider": {
+                        // Clicking on the slider will set the value to about the middle where it clicks
+                        parent
+                          .get('[aria-roledescription="slider"]')
+                          .first()
+                          .click();
 
-                cy.get('[data-cy="submit"]').click();
+                        cy.get('[data-cy="review"]').click();
+
+                        cy.get('[data-cy="submit"]').click();
+
+                        break;
+                      }
+                      case "radio": {
+                        // Clicking on the slider will set the value to about the middle where it clicks
+                        parent
+                          .get('[aria-roledescription="radio-button"]')
+                          .last()
+                          .click();
+
+                        cy.get('[data-cy="review"]').click();
+
+                        cy.get('[data-cy="submit"]').click();
+
+                        break;
+                      }
+                    }
+                  });
 
                 break;
               }
diff --git a/website/src/components/Survey/LabelRadioGroup.tsx b/website/src/components/Survey/LabelRadioGroup.tsx
new file mode 100644
index 00000000..617b05b9
--- /dev/null
+++ b/website/src/components/Survey/LabelRadioGroup.tsx
@@ -0,0 +1,84 @@
+import { Box, Button, Flex, useColorMode } from "@chakra-ui/react";
+import { useId, useState } from "react";
+import { colors } from "src/styles/Theme/colors";
+
+interface LabelRadioGroupProps {
+  labelIDs: Array<string>;
+  onChange: (sliderValues: number[]) => unknown;
+  isEditable?: boolean;
+}
+
+export const LabelRadioGroup = (props: LabelRadioGroupProps) => {
+  const [labelValues, setLabelValues] = useState<number[]>(Array.from({ length: props.labelIDs.length }).map(() => 0));
+  const [interactionFlag, setInteractionFlag] = useState(false);
+
+  return (
+    <Flex direction="column" justify="center">
+      {props.labelIDs.map((labelId, idx) => (
+        <LabelRadioItem
+          key={idx}
+          labelId={labelId}
+          labelValue={labelValues[idx]}
+          clickHandler={(newValue) => {
+            const newState = labelValues.slice();
+            newState[idx] = newValue;
+            props.onChange(newState);
+            setLabelValues(newState);
+            if (!interactionFlag) setInteractionFlag(true);
+          }}
+          states={[
+            { text: "No", value: 0 },
+            { text: "Yes", value: 1 },
+          ]}
+          isEditable={props.isEditable}
+          interactionFlag={interactionFlag}
+        />
+      ))}
+    </Flex>
+  );
+};
+
+interface ButtonState {
+  text: string;
+  value: number;
+  colorScheme?: string;
+}
+
+interface LabelRadioItemProps {
+  labelId: string;
+  labelValue: number;
+  clickHandler: (newVal: number) => unknown;
+  states: ButtonState[];
+  isEditable: boolean;
+  interactionFlag: boolean;
+}
+
+const LabelRadioItem = (props: LabelRadioItemProps) => {
+  const id = useId();
+  const { colorMode } = useColorMode();
+
+  const labelTextClass = colorMode === "light" ? `text-${colors.light.text}` : `text-${colors.dark.text}`;
+
+  return (
+    <Box data-cy="label-group-item" data-label-type="radio">
+      <label className="text-sm" htmlFor={id}>
+        {/* TODO: display real text instead of just the id */}
+        <span className={labelTextClass}>{props.labelId}</span>
+      </label>
+      <Flex direction="row" gap={6} justify="center">
+        {props.states.map((item, idx) => (
+          <Button
+            aria-roledescription="radio-button"
+            colorScheme={item.value === props.labelValue && props.interactionFlag ? item.colorScheme || "blue" : "gray"}
+            isDisabled={!props.isEditable}
+            size="lg"
+            key={idx}
+            onClick={() => props.clickHandler(item.value)}
+          >
+            {item.text}
+          </Button>
+        ))}
+      </Flex>
+    </Box>
+  );
+};
diff --git a/website/src/components/Survey/LabelSliderGroup.tsx b/website/src/components/Survey/LabelSliderGroup.tsx
new file mode 100644
index 00000000..cf3a13cb
--- /dev/null
+++ b/website/src/components/Survey/LabelSliderGroup.tsx
@@ -0,0 +1,65 @@
+import { Box, Grid, Slider, SliderFilledTrack, SliderThumb, SliderTrack, useColorMode } from "@chakra-ui/react";
+import { useId, useState } from "react";
+import { colors } from "styles/Theme/colors";
+
+// TODO: consolidate with FlaggableElement
+interface LabelSliderGroupProps {
+  labelIDs: Array<string>;
+  onChange: (sliderValues: number[]) => unknown;
+  isEditable?: boolean;
+}
+
+export const LabelSliderGroup = ({ labelIDs, onChange, isEditable }: LabelSliderGroupProps) => {
+  const [sliderValues, setSliderValues] = useState<number[]>(Array.from({ length: labelIDs.length }).map(() => 0));
+
+  return (
+    <Grid templateColumns="auto 1fr" rowGap={1} columnGap={3}>
+      {labelIDs.map((labelId, idx) => (
+        <CheckboxSliderItem
+          key={idx}
+          labelId={labelId}
+          sliderValue={sliderValues[idx]}
+          sliderHandler={(sliderValue) => {
+            const newState = sliderValues.slice();
+            newState[idx] = sliderValue;
+            onChange(newState);
+            setSliderValues(newState);
+          }}
+          isEditable={isEditable}
+        />
+      ))}
+    </Grid>
+  );
+};
+
+function CheckboxSliderItem(props: {
+  labelId: string;
+  sliderValue: number;
+  sliderHandler: (newVal: number) => unknown;
+  isEditable: boolean;
+}) {
+  const id = useId();
+  const { colorMode } = useColorMode();
+
+  const labelTextClass = colorMode === "light" ? `text-${colors.light.text}` : `text-${colors.dark.text}`;
+
+  return (
+    <Box data-cy="label-group-item" data-label-type="slider">
+      <label className="text-sm" htmlFor={id}>
+        {/* TODO: display real text instead of just the id */}
+        <span className={labelTextClass}>{props.labelId}</span>
+      </label>
+      <Slider
+        aria-roledescription="slider"
+        defaultValue={0}
+        isDisabled={!props.isEditable}
+        onChangeEnd={(val) => props.sliderHandler(val / 100)}
+      >
+        <SliderTrack>
+          <SliderFilledTrack />
+          <SliderThumb />
+        </SliderTrack>
+      </Slider>
+    </Box>
+  );
+}
diff --git a/website/src/components/Tasks/LabelTask.tsx b/website/src/components/Tasks/LabelTask.tsx
index dd66b572..695ede2c 100644
--- a/website/src/components/Tasks/LabelTask.tsx
+++ b/website/src/components/Tasks/LabelTask.tsx
@@ -1,12 +1,13 @@
-import { Box, Grid, Slider, SliderFilledTrack, SliderThumb, SliderTrack } from "@chakra-ui/react";
-import { Text, useColorMode, useColorModeValue } from "@chakra-ui/react";
-import { useEffect, useId, useState } from "react";
+import { Box } from "@chakra-ui/react";
+import { Text, useColorModeValue } from "@chakra-ui/react";
+import { useEffect, useState } from "react";
 import { MessageView } from "src/components/Messages";
 import { MessageTable } from "src/components/Messages/MessageTable";
 import { TwoColumnsWithCards } from "src/components/Survey/TwoColumnsWithCards";
 import { TaskSurveyProps } from "src/components/Tasks/Task";
 import { TaskType } from "src/types/Task";
-import { colors } from "styles/Theme/colors";
+import { LabelSliderGroup } from "src/components/Survey/LabelSliderGroup";
+import { LabelRadioGroup } from "src/components/Survey/LabelRadioGroup";
 
 export const LabelTask = ({
   task,
@@ -65,70 +66,12 @@ export const LabelTask = ({
             </Box>
           )}
         </>
-        <LabelSliderGroup labelIDs={task.valid_labels} isEditable={isEditable} onChange={onSliderChange} />
+        {valid_labels.length === 1 ? (
+          <LabelRadioGroup labelIDs={task.valid_labels} isEditable={isEditable} onChange={onSliderChange} />
+        ) : (
+          <LabelSliderGroup labelIDs={task.valid_labels} isEditable={isEditable} onChange={onSliderChange} />
+        )}
       </TwoColumnsWithCards>
     </div>
   );
 };
-
-// TODO: consolidate with FlaggableElement
-interface LabelSliderGroupProps {
-  labelIDs: Array<string>;
-  onChange: (sliderValues: number[]) => unknown;
-  isEditable: boolean;
-}
-
-export const LabelSliderGroup = ({ labelIDs, onChange, isEditable }: LabelSliderGroupProps) => {
-  const [sliderValues, setSliderValues] = useState<number[]>(Array.from({ length: labelIDs.length }).map(() => 0));
-
-  return (
-    <Grid templateColumns="auto 1fr" rowGap={1} columnGap={3}>
-      {labelIDs.map((labelId, idx) => (
-        <CheckboxSliderItem
-          key={idx}
-          labelId={labelId}
-          sliderValue={sliderValues[idx]}
-          sliderHandler={(sliderValue) => {
-            const newState = sliderValues.slice();
-            newState[idx] = sliderValue;
-            onChange(sliderValues);
-            setSliderValues(newState);
-          }}
-          isEditable={isEditable}
-        />
-      ))}
-    </Grid>
-  );
-};
-
-function CheckboxSliderItem(props: {
-  labelId: string;
-  sliderValue: number;
-  sliderHandler: (newVal: number) => unknown;
-  isEditable: boolean;
-}) {
-  const id = useId();
-  const { colorMode } = useColorMode();
-
-  const labelTextClass = colorMode === "light" ? `text-${colors.light.text}` : `text-${colors.dark.text}`;
-
-  return (
-    <>
-      <label className="text-sm" htmlFor={id}>
-        {/* TODO: display real text instead of just the id */}
-        <span className={labelTextClass}>{props.labelId}</span>
-      </label>
-      <Slider
-        aria-roledescription="slider"
-        defaultValue={0}
-        isDisabled={!props.isEditable}
-        onChangeEnd={(val) => props.sliderHandler(val / 100)}
-      >
-        <SliderTrack>
-          <SliderFilledTrack />
-          <SliderThumb />
-        </SliderTrack>
-      </Slider>
-    </>
-  );
-}