diff --git a/holoviews/plotting/bokeh/__init__.py b/holoviews/plotting/bokeh/__init__.py
index 5d66b90d6e..9e082a31f6 100644
--- a/holoviews/plotting/bokeh/__init__.py
+++ b/holoviews/plotting/bokeh/__init__.py
@@ -23,7 +23,7 @@
 from .chart import (PointPlot, CurvePlot, SpreadPlot, ErrorPlot, HistogramPlot,
                     SideHistogramPlot, BarPlot, SpikesPlot, SideSpikesPlot,
                     AreaPlot, VectorFieldPlot)
-from .path import PathPlot, PolygonPlot
+from .path import PathPlot, PolygonPlot, ContourPlot
 from .plot import GridPlot, LayoutPlot, AdjointLayoutPlot
 from .raster import (RasterPlot, RGBPlot, HeatmapPlot,
                      HSVPlot, QuadMeshPlot)
@@ -66,7 +66,7 @@
 
                 # Paths
                 Path: PathPlot,
-                Contours: PathPlot,
+                Contours: ContourPlot,
                 Path:     PathPlot,
                 Box:      PathPlot,
                 Bounds:   PathPlot,
diff --git a/holoviews/plotting/bokeh/path.py b/holoviews/plotting/bokeh/path.py
index d5d0acfd48..28a9feb667 100644
--- a/holoviews/plotting/bokeh/path.py
+++ b/holoviews/plotting/bokeh/path.py
@@ -57,6 +57,24 @@ def get_batched_data(self, element, ranges=None, empty=False):
         return data, elmapping
 
 
+class ContourPlot(ColorbarPlot, PathPlot):
+
+    style_opts = line_properties + ['cmap']
+
+    def get_data(self, element, ranges=None, empty=False):
+        data, mapping = super(ContourPlot, self).get_data(element, ranges, empty)
+        ncontours = len(list(data.values())[0])
+        style = self.style[self.cyclic_index]
+        if element.vdims and element.level is not None:
+            cdim = element.vdims[0]
+            dim_name = util.dimension_sanitizer(cdim.name)
+            cmapper = self._get_colormapper(cdim, element, ranges, style)
+            data[dim_name] = [] if empty else np.full(ncontours, element.level)
+            mapping['line_color'] = {'field': dim_name,
+                                     'transform': cmapper}
+        return data, mapping
+
+
 class PolygonPlot(ColorbarPlot, PathPlot):
 
     style_opts = ['cmap', 'palette'] + line_properties + fill_properties