diff --git a/pkgs/development/python-modules/sotabenchapi/default.nix b/pkgs/development/python-modules/sotabenchapi/default.nix
new file mode 100644
index 000000000000..b8a1b0b918da
--- /dev/null
+++ b/pkgs/development/python-modules/sotabenchapi/default.nix
@@ -0,0 +1,52 @@
+{
+  lib,
+  buildPythonPackage,
+  fetchPypi,
+  setuptools,
+  click,
+  requests,
+  tabulate,
+}:
+
+let
+  version = "0.0.16";
+  pname = "sotabenchapi";
+in
+buildPythonPackage {
+  inherit pname version;
+  pyproject = true;
+
+  src = fetchPypi {
+    inherit pname version;
+    hash = "sha256-thbVH4aLmEgi8K17PkmbUg4nHqGj+dEiXPDILjvQMzk=";
+  };
+
+  # requirements.txt is missing in the Pypi archive and this makes the setup.py script fails
+  postPatch = ''
+    touch requirements.txt
+  '';
+
+  build-system = [
+    setuptools
+  ];
+
+  dependencies = [
+    click
+    requests
+    tabulate
+  ];
+
+  pythonImportsCheck = [
+    "sotabenchapi"
+  ];
+
+  # No tests
+  doCheck = false;
+
+  meta = {
+    description = "Easily benchmark Machine Learning models on selected tasks and datasets";
+    homepage = "https://pypi.org/project/sotabenchapi/";
+    license = lib.licenses.asl20;
+    maintainers = with lib.maintainers; [ drupol ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index 65af3652b187..3b0a36a5925e 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -14649,6 +14649,8 @@ self: super: with self; {
 
   sortedcontainers = callPackage ../development/python-modules/sortedcontainers { };
 
+  sotabenchapi = callPackage ../development/python-modules/sotabenchapi { };
+
   soundcard = callPackage ../development/python-modules/soundcard { };
 
   soundcloud-v2 = callPackage ../development/python-modules/soundcloud-v2 { };