diff --git a/src/ott/tools/plot.py b/src/ott/tools/plot.py
index ccd3b1ec3..1a1e340d1 100644
--- a/src/ott/tools/plot.py
+++ b/src/ott/tools/plot.py
@@ -61,18 +61,31 @@ class Plot:
   This step requires a conversion to a numpy array, in order to compute leading
   singular values. This tool is therefore not designed having performance in
   mind.
+
+  Args:
+    fig: Specify figure object. Created by default
+    ax: Specify axes objects. Created by default
+    threshold: value below which links in transportation matrix won't be
+      plotted. This value should be negative when using animations.
+    scale: scale used for marker plots.
+    show_lines: whether to show OT lines, as described in ``ot.matrix`` argument
+    cmap: cmap used to plot line colors.
+    scale_alpha_by_coupling: use or not the coupling's value as proxy for alpha
+    alpha: default alpha value for lines.
+    title: title of the plot.
   """
 
   def __init__(
       self,
       fig: Optional["plt.Figure"] = None,
       ax: Optional["plt.Axes"] = None,
-      cost_threshold: float = -1.0,  # should be negative for animations.
+      threshold: float = -1.0,
       scale: int = 200,
       show_lines: bool = True,
       cmap: str = "cool",
       scale_alpha_by_coupling: bool = False,
       alpha: float = 0.7,
+      title: Optional[str] = None
   ):
     if plt is None:
       raise RuntimeError("Please install `matplotlib` first.")
@@ -89,11 +102,12 @@ def __init__(
     self._lines = []
     self._points_x = None
     self._points_y = None
-    self._threshold = cost_threshold
+    self._threshold = threshold
     self._scale = scale
     self._cmap = cmap
     self._scale_alpha_by_coupling = scale_alpha_by_coupling
     self._alpha = alpha
+    self._title = title
 
   def _scatter(self, ot: Transport):
     """Compute the position and scales of the points on a 2D plot."""
@@ -165,9 +179,13 @@ def __call__(self, ot: Transport) -> List["plt.Artist"]:
           alpha=alpha
       )
       self._lines.append(line)
+    if self._title is not None:
+      self.ax.set_title(self._title)
     return [self._points_x, self._points_y] + self._lines
 
-  def update(self, ot: Transport) -> List["plt.Artist"]:
+  def update(self,
+             ot: Transport,
+             title: Optional[str] = None) -> List["plt.Artist"]:
     """Update a plot with a transport instance."""
     x, y, _, _ = self._scatter(ot)
     self._points_x.set_offsets(x)
@@ -202,20 +220,28 @@ def update(self, ot: Transport) -> List["plt.Artist"]:
       self._lines.append(line)
 
     self._lines = self._lines[:num_to_plot]  # Maybe remove some
+    if title is not None:
+      self.ax.set_title(title)
     return [self._points_x, self._points_y] + self._lines
 
   def animate(
       self,
       transports: Sequence[Transport],
+      titles: Optional[Sequence[str]] = None,
       frame_rate: float = 10.0
   ) -> "animation.FuncAnimation":
     """Make an animation from several transports."""
     _ = self(transports[0])
+    if titles is None:
+      titles = [None for _ in np.range(0, len(transports))]
+    assert len(titles) == len(transports), (
+        "titles and transports have different lengths"
+    )
     return animation.FuncAnimation(
         self.fig,
-        lambda i: self.update(transports[i]),
+        lambda i: self.update(transports[i], titles[i]),
         np.arange(0, len(transports)),
-        init_func=lambda: self.update(transports[0]),
+        init_func=lambda: self.update(transports[0], titles[0]),
         interval=1000 / frame_rate,
         blit=True
     )
diff --git a/tests/tools/plot_test.py b/tests/tools/plot_test.py
index 78a6edd2d..80e374bb6 100644
--- a/tests/tools/plot_test.py
+++ b/tests/tools/plot_test.py
@@ -42,5 +42,5 @@ def test_plot(self, monkeypatch):
     plott = plot.Plot()
     _ = plott(ots[0])
     fig = plt.figure(figsize=(8, 5))
-    plott = ott.tools.plot.Plot(fig=fig)
-    plott.animate(ots, frame_rate=2)
+    plott = ott.tools.plot.Plot(fig=fig, title="test")
+    plott.animate(ots, frame_rate=2, titles=["test1", "test2"])