diff --git a/CHANGELOG.rst b/CHANGELOG.rst
index c56afdb..2b7f702 100644
--- a/CHANGELOG.rst
+++ b/CHANGELOG.rst
@@ -9,6 +9,9 @@ UNRELEASED
 * Fix division ``1.0 / a`` where ``a`` is a ``Scalar`` or ``Array`` and also add support for floor
   division, i.e., operations like ``a // b``  where ``a`` and ``b`` are ``Scalar`` or ``Array``
   (and combinations with ``float`` or ``int``).
+* Modified comparison behavior of ``Scalar``. The previous behavior assumes that ``Scalar(1, "m") != Scalar(100, "cm")``
+  and not it has been changed to ``Scalar(1, "m") == Scalar(100, "cm")``. This may affect users that rely on the previous
+  behavior.
 
 1.7.1 (2019-10-03)
 ------------------
diff --git a/src/barril/units/_quantity.py b/src/barril/units/_quantity.py
index c754ea0..1d24f98 100644
--- a/src/barril/units/_quantity.py
+++ b/src/barril/units/_quantity.py
@@ -677,9 +677,17 @@ def Convert(self, value, to_unit):
         :returns:
             An object with values to the passed unit.
         """
-        return self._unit_database.Convert(
-            self._composing_categories, self._composing_units, to_unit, value
-        )
+        try:
+            return self._unit_database.Convert(
+                self._composing_categories, self._composing_units, to_unit, value
+            )
+        except:
+            return self._unit_database.Convert(
+                self._category,
+                self._CreateUnitsWithJoinedExponentsString(),
+                to_unit,
+                value,
+            )
 
     @classmethod
     def _GetComparison(cls, operator, use_literals=False):
diff --git a/src/barril/units/_scalar.py b/src/barril/units/_scalar.py
index 81fe445..e9f3429 100644
--- a/src/barril/units/_scalar.py
+++ b/src/barril/units/_scalar.py
@@ -10,7 +10,7 @@
 from ._abstractvaluewithquantity import AbstractValueWithQuantityObject
 from ._quantity import ObtainQuantity, Quantity
 from .interfaces import IQuantity, IScalar
-from .unit_database import UnitDatabase
+from .unit_database import InvalidQuantityTypeError, UnitDatabase
 
 __all__ = ["Scalar"]
 
@@ -238,23 +238,34 @@ def GetFormatted(self, unit=None, value_format=None):
         )
 
     # Compare --------------------------------------------------------------------------------------
+    def _GetValueInDefaultUnit(self):
+        try:
+            return self.GetValue(
+                self._unit_database.GetDefaultUnit(self._quantity._category)
+            )
+        except InvalidQuantityTypeError:
+            return self._value
 
     def __eq__(self, other):
         return (
             type(self) is type(other)
-            and self._value == other.value
-            and self._quantity == other._quantity
+            and self._quantity._category == other._quantity._category
+            and self._GetValueInDefaultUnit() == other._GetValueInDefaultUnit()
         )
 
     def AlmostEqual(self, other, precision):
         return (
             type(self) is type(other)
-            and round(self._value - other.value, precision) == 0
-            and self._quantity == other._quantity
+            and self._quantity._category == other._quantity._category
+            and round(
+                self._GetValueInDefaultUnit() - other._GetValueInDefaultUnit(),
+                precision,
+            )
+            == 0
         )
 
     def __hash__(self, *args, **kwargs):
-        return hash((self._value, self._quantity))
+        return hash((self._quantity._category, self._GetValueInDefaultUnit()))
 
     def __lt__(self, other):
         if self.quantity_type != other.quantity_type:
diff --git a/src/barril/units/_tests/test_scalar.py b/src/barril/units/_tests/test_scalar.py
index 07f675e..5a0e587 100644
--- a/src/barril/units/_tests/test_scalar.py
+++ b/src/barril/units/_tests/test_scalar.py
@@ -630,3 +630,32 @@ class Fluid:
 
     assert fluid.density.GetValue("lbm/galUS") == 10
     assert fluid.concentration.GetValue("%") == 1.0
+
+
+def testComparison():
+    a = Scalar(1, "m")
+    b = Scalar(100, "cm")
+    c = Scalar(99, "cm")
+
+    assert a == b
+    assert a <= b
+    assert b >= a
+    assert c <= b
+    assert c <= a
+
+    # Test set creation with scalars
+    assert {b, a, c} == {a, b, c} == {c, a, b}
+
+    # Check Scalars with different categories
+    assert Scalar(99, "psi") != Scalar(100, "cm")
+
+    assert a.AlmostEqual(b, precision=10)
+    assert a.AlmostEqual(c, precision=1)
+
+    # Testing derived quantities
+    q = Quantity.CreateDerived(
+        OrderedDict([("length", ["m", 1]), ("length", ["m", 1]), ("time", ["s", -2])])
+    )
+    a = Scalar(q, 1.0)
+    b = Scalar(q * q, 1.0)
+    assert {a, b, b / a} == {b, a}