diff --git a/Dockerfile b/Dockerfile
index b46eb4acd07..55d7339ec78 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -100,7 +100,7 @@ WORKDIR /home/niworkflows
 ENV HOME="/home/niworkflows"
 
 # Installing SVGO
-RUN npm install -g svgo
+RUN npm install -g svgo@^2
 
 # Installing WEBP tools
 RUN curl -sSLO "http://downloads.webmproject.org/releases/webp/libwebp-0.5.2-linux-x86-64.tar.gz" && \
diff --git a/niworkflows/viz/utils.py b/niworkflows/viz/utils.py
index 921b9dfd082..7f1d6360ac5 100644
--- a/niworkflows/viz/utils.py
+++ b/niworkflows/viz/utils.py
@@ -44,7 +44,7 @@ def svg_compress(image, compress="auto"):
 
     # Compress the SVG file using SVGO
     if compress:
-        cmd = "svgo -i - -o - -q -p 3 --pretty --disable=cleanupNumericValues"
+        cmd = "svgo -i - -o - -q -p 3 --pretty"
         try:
             pout = subprocess.run(
                 cmd,