diff --git a/ui/src/dashboards/components/Ranger.js b/ui/src/dashboards/components/Ranger.js
index 09ce134005..70902d5f45 100644
--- a/ui/src/dashboards/components/Ranger.js
+++ b/ui/src/dashboards/components/Ranger.js
@@ -20,19 +20,26 @@ const Ranger = ({onSetRange, axes}) => {
           />
         </div> */}
         <div className="form-group col-sm-6">
-          <label htmlFor="min">Min</label>
-          <input
-            className="form-control input-sm"
-            type="number"
-            name="min"
-            id="min"
-            value={min}
-            onChange={onSetRange}
-            placeholder="auto"
-          />
+          <label htmlFor="min">Lower Bound</label>
+          <div className="one-or-any">
+            <div className="one-or-any--auto">auto</div>
+            <div className="one-or-any--switch">
+              <div />
+            </div>
+            <input
+              className="form-control input-sm"
+              type="number"
+              name="min"
+              id="min"
+              value={min}
+              onChange={onSetRange}
+              placeholder="Custom Value"
+              disabled={true}
+            />
+          </div>
         </div>
         <div className="form-group col-sm-6">
-          <label htmlFor="max">Max</label>
+          <label htmlFor="max">Upper Bound</label>
           <input
             className="form-control input-sm"
             type="number"
diff --git a/ui/src/style/chronograf.scss b/ui/src/style/chronograf.scss
index 55094c8cf9..c6547693cf 100644
--- a/ui/src/style/chronograf.scss
+++ b/ui/src/style/chronograf.scss
@@ -36,6 +36,7 @@
 @import 'components/graph';
 @import 'components/input-tag-list';
 @import 'components/newsfeed';
+@import 'components/one-or-any';
 @import 'components/page-header-dropdown';
 @import 'components/page-header-editable';
 @import 'components/page-spinner';
diff --git a/ui/src/style/components/one-or-any.scss b/ui/src/style/components/one-or-any.scss
new file mode 100644
index 0000000000..82a941e056
--- /dev/null
+++ b/ui/src/style/components/one-or-any.scss
@@ -0,0 +1,104 @@
+/*
+  One or Any Input
+  ------------------------------------------------------------------------------
+  User can toggle between a single value or any value
+*/
+.one-or-any {
+  display: flex;
+  align-items: stretch;
+  flex-wrap: nowrap;
+}
+.one-or-any--auto {
+  border: 2px solid $g5-pepper;
+  background-color: $g2-kevlar;
+  color: $c-pool;
+  font-family: $code-font;
+  padding: 0 11px;
+  border-radius: 4px 0 0 4px;
+  line-height: 24px;
+  font-size: 13px;
+  font-weight: 500;
+  cursor: default;
+  @include no-user-select();
+  transition:
+    background-color 0.25s ease,
+    color 0.25s ease;
+}
+.one-or-any--switch {
+  display: flex;
+  align-items: center;
+  border: 2px solid $g5-pepper;
+  border-left: 0;
+  border-right: 0;
+  position: relative;
+
+  // Tray
+  > div {
+    margin: 0 10px;
+    z-index: 3;
+    width: 28px;
+    height: 8px;
+    border-radius: 4px;
+    background-color: $g6-smoke;
+    position: relative;
+
+    // Dot
+    &:after {
+      content: '';
+      position: absolute;
+      top: 50%;
+      left: 50%;
+      width: 14px;
+      height: 14px;
+      border-radius: 50%;
+      background-color: $c-pool;
+      transition:
+        background-color 0.25s ease,
+        transform 0.25s ease;
+      transform: translate(-100%,-50%);
+    }
+  }
+
+  // Background Gradients
+  &:before, &:after {
+    content: '';
+    display: block;
+    position: absolute;
+    width: 100%;
+    height: 100%;
+    transition: opacity 0.25s ease;
+  }
+  // Left
+  &:before {
+    z-index: 2;
+    @include gradient-h($g2-kevlar,$g3-castle);
+    opacity: 1;
+  }
+  // Right
+  &:after {
+    @include gradient-h($g3-castle,$g2-kevlar);
+    z-index: 1;
+  }
+
+  &:hover {
+    cursor: pointer;
+    > div:after {background-color: $c-laser;}
+  }
+}
+// Customize form input
+.one-or-any > input.form-control {
+  border-radius: 0 4px 4px 0;
+  font-family: $code-font;
+}
+// Toggled state
+.one-or-any.toggled {
+  .one-or-any--switch > div:after {transform: translate(0%,-50%);}
+  // Fade out left, fade in right
+  .one-or-any--switch:before {opacity: 0;}
+  // Make auto look disabled
+  .one-or-any--auto {
+    background-color: $g3-castle;
+    color: $g8-storm;
+    font-style: italic;
+  }
+}