diff --git a/arrow/arrow.py b/arrow/arrow.py
index fef66c10..0b0db27b 100644
--- a/arrow/arrow.py
+++ b/arrow/arrow.py
@@ -1125,6 +1125,7 @@ def humanize(
         locale: str = DEFAULT_LOCALE,
         only_distance: bool = False,
         granularity: Union[_GRANULARITY, List[_GRANULARITY]] = "auto",
+        dynamic: bool = False,
     ) -> str:
         """Returns a localized, humanized representation of a relative difference in time.
 
@@ -1276,7 +1277,11 @@ def gather_timeframes(_delta: float, _frame: TimeFrameLiteral) -> float:
                     if _frame in granularity:
                         value = sign * _delta / self._SECS_MAP[_frame]
                         _delta %= self._SECS_MAP[_frame]
-                        if trunc(abs(value)) != 1:
+
+                        # If user chooses dynamic and the display value is 0 don't subtract
+                        if dynamic and trunc(abs(value)) == 0:
+                            pass
+                        elif trunc(abs(value)) != 1:
                             timeframes.append(
                                 (cast(TimeFrameLiteral, _frame + "s"), value)
                             )
@@ -1285,6 +1290,7 @@ def gather_timeframes(_delta: float, _frame: TimeFrameLiteral) -> float:
                     return _delta
 
                 delta = float(delta_second)
+
                 frames: Tuple[TimeFrameLiteral, ...] = (
                     "year",
                     "quarter",
@@ -1298,12 +1304,25 @@ def gather_timeframes(_delta: float, _frame: TimeFrameLiteral) -> float:
                 for frame in frames:
                     delta = gather_timeframes(delta, frame)
 
-                if len(timeframes) < len(granularity):
+                if len(timeframes) < len(granularity) and not dynamic:
                     raise ValueError(
                         "Invalid level of granularity. "
                         "Please select between 'second', 'minute', 'hour', 'day', 'week', 'month', 'quarter' or 'year'."
                     )
 
+                # Needed to see if there are no units output an error
+                if not timeframes and dynamic:
+                    raise ValueError(
+                        "All provided granularity values produced an output of zero. "
+                        "Consider using smaller granularities, or set the dynamic flag to False. "
+                    )
+
+                # Needed for the case of dynamic usage (could end up with only one frame unit)
+                if len(timeframes) == 1:
+                    return locale.describe(
+                        timeframes[0][0], delta, only_distance=only_distance
+                    )
+
                 return locale.describe_multi(timeframes, only_distance=only_distance)
 
         except KeyError as e:
diff --git a/arrow/locales.py b/arrow/locales.py
index 1a7a635f..618ed4d6 100644
--- a/arrow/locales.py
+++ b/arrow/locales.py
@@ -172,7 +172,17 @@ def describe_multi(
         humanized = " ".join(parts)
 
         if not only_distance:
-            humanized = self._format_relative(humanized, *timeframes[-1])
+
+            # Needed to determine the correct relative string to use
+            timeframe_value = 0
+
+            for _unit_name, unit_value in timeframes:
+                if trunc(unit_value) != 0:
+                    timeframe_value = trunc(unit_value)
+                    break
+
+            # Note it doesn't matter the timeframe unit we use on the call, only the value
+            humanized = self._format_relative(humanized, "seconds", timeframe_value)
 
         return humanized
 
@@ -3460,8 +3470,15 @@ def describe_multi(
         """
 
         humanized = ""
+        relative_delta = 0
+
         for index, (timeframe, delta) in enumerate(timeframes):
             last_humanized = self._format_timeframe(timeframe, trunc(delta))
+
+            # A check for the relative timeframe unit
+            if trunc(delta) != 0:
+                relative_delta = trunc(delta)
+
             if index == 0:
                 humanized = last_humanized
             elif index == len(timeframes) - 1:  # Must have at least 2 items
@@ -3473,7 +3490,7 @@ def describe_multi(
                 humanized += ", " + last_humanized
 
         if not only_distance:
-            humanized = self._format_relative(humanized, timeframe, trunc(delta))
+            humanized = self._format_relative(humanized, timeframe, relative_delta)
 
         return humanized
 
diff --git a/tests/test_arrow.py b/tests/test_arrow.py
index 02b42a5a..8d9d986a 100644
--- a/tests/test_arrow.py
+++ b/tests/test_arrow.py
@@ -2312,6 +2312,41 @@ def test_no_floats_multi_gran(self):
         )
         assert humanize_string == "916 минути 40 няколко секунди назад"
 
+    # Dynamic Humanize Tests
+    def test_dynamic_on(self):
+        arw = arrow.Arrow(2013, 1, 1, 0, 0, 0)
+        later = arw.shift(seconds=3630)
+        humanize_string = arw.humanize(
+            later, granularity=["second", "hour", "day", "month", "year"], dynamic=True
+        )
+
+        assert humanize_string == "an hour and 30 seconds ago"
+
+    def test_dynamic_on_one_granularity(self):
+        arw = arrow.Arrow(2013, 1, 1, 0, 0, 0)
+        later = arw.shift(seconds=3600)
+        humanize_string = arw.humanize(
+            later, granularity=["hour", "second"], dynamic=True
+        )
+
+        assert humanize_string == "in an hour"
+
+    def test_dynamic_on_zero_output(self):
+        arw = arrow.Arrow(2013, 1, 1, 0, 0, 0)
+        later = arw.shift(seconds=0)
+
+        with pytest.raises(ValueError):
+            arw.humanize(later, granularity=["hour", "second"], dynamic=True)
+
+    def test_dynamic_off(self):
+        arw = arrow.Arrow(2013, 1, 1, 0, 0, 0)
+        later = arw.shift(seconds=3600)
+        humanize_string = arw.humanize(
+            later,
+            granularity=["second", "hour", "day", "month", "year"],
+        )
+        assert humanize_string == "0 years 0 months 0 days an hour and 0 seconds ago"
+
 
 @pytest.mark.usefixtures("time_2013_01_01")
 class TestArrowHumanizeTestsWithLocale:
diff --git a/tests/test_locales.py b/tests/test_locales.py
index 133b76e3..11bb4cc2 100644
--- a/tests/test_locales.py
+++ b/tests/test_locales.py
@@ -850,6 +850,9 @@ def test_describe_multi(self):
         assert describe(seconds60) == "בעוד דקה"
         assert describe(seconds60, only_distance=True) == "דקה"
 
+        fulltestend0 = [("years", 5), ("weeks", 1), ("hours", 1), ("minutes", 0)]
+        assert describe(fulltestend0) == "בעוד 5 שנים, שבוע, שעה ו־0 דקות"
+
 
 @pytest.mark.usefixtures("lang_locale")
 class TestAzerbaijaniLocale: