diff --git a/README.rst b/README.rst
index 065a57a..5f2b877 100644
--- a/README.rst
+++ b/README.rst
@@ -3,7 +3,7 @@ fgivenx: Functional Posterior Plotter
 =====================================
 :fgivenx:  Functional Posterior Plotter 
 :Author: Will Handley
-:Version: 2.3.0
+:Version: 2.4.0
 :Homepage: https://github.com/williamjameshandley/fgivenx
 :Documentation: http://fgivenx.readthedocs.io/
 
diff --git a/fgivenx/plot.py b/fgivenx/plot.py
index 39522c7..8b61596 100644
--- a/fgivenx/plot.py
+++ b/fgivenx/plot.py
@@ -38,11 +38,11 @@ def plot(x, y, z, ax=None, **kwargs):
         Thickness of contour lines.  (Default: 0.3)
 
     contour_color_levels: List[float], optional
-        Contour color levels.
-        (Default: `numpy.arange(0, contour_line_levels[-1] + 1, fineness)`)
+        Contour color levels. (Default:
+        `numpy.arange(0, contour_line_levels[-1] + fineness / 2, fineness)`)
 
     fineness: float, optional
-        Spacing of contour color levels.  (Default: 0.1)
+        Spacing of contour color levels.  (Default: 0.5)
 
     lines: bool, optional
         (Default: True)
@@ -69,7 +69,8 @@ def plot(x, y, z, ax=None, **kwargs):
     contour_line_levels = kwargs.pop('contour_line_levels', [1, 2, 3])
 
     fineness = kwargs.pop('fineness', 0.5)
-    default_color_levels = numpy.arange(0, contour_line_levels[-1] + 1,
+    default_color_levels = numpy.arange(0,
+                                        contour_line_levels[-1] + fineness / 2,
                                         fineness)
     contour_color_levels = kwargs.pop('contour_color_levels',
                                       default_color_levels)
diff --git a/fgivenx/test/test_plot.py b/fgivenx/test/test_plot.py
index 31fb776..bd5defc 100644
--- a/fgivenx/test/test_plot.py
+++ b/fgivenx/test/test_plot.py
@@ -31,6 +31,14 @@ def test_plot_transparent():
     cbar = plot(x, y, z, ax, alpha=0.7)
     assert type(cbar) is matplotlib.contour.QuadContourSet
 
+def test_plot_fineness():
+    x, y, z = gen_plot_data()
+
+    fig, ax = plt.subplots()
+    cbar = plot(x, y, z, ax, fineness=0.1, contour_line_levels=[1,2,3,4])
+    assert type(cbar) is matplotlib.contour.QuadContourSet
+    assert len(cbar.levels) == 41
+
 
 def test_plot_wrong_argument():
     x, y, z = gen_plot_data()
diff --git a/planck.png b/planck.png
index b0c68b0..16ff60c 100644
Binary files a/planck.png and b/planck.png differ
diff --git a/plot.png b/plot.png
index 5618d22..c785c23 100644
Binary files a/plot.png and b/plot.png differ