diff --git a/M/MLJBase/Compat.toml b/M/MLJBase/Compat.toml
index 82925793b370b9c..74b0a965565e873 100644
--- a/M/MLJBase/Compat.toml
+++ b/M/MLJBase/Compat.toml
@@ -321,6 +321,10 @@ Statistics = "1.6.0-1"
 RecipesBase = "1"
 Statistics = "1"
 
-["1.4-1"]
+["1.4-1.5"]
 MLJModelInterface = "1.10.0-1"
 StatisticalTraits = "3.3.0-3"
+
+["1.6-1"]
+MLJModelInterface = "1.11.0-1"
+StatisticalTraits = "3.4.0-3"
diff --git a/M/MLJBase/Versions.toml b/M/MLJBase/Versions.toml
index 49185401aac9381..711c638d568794f 100644
--- a/M/MLJBase/Versions.toml
+++ b/M/MLJBase/Versions.toml
@@ -522,3 +522,6 @@ git-tree-sha1 = "24e5d28b2ea86b3feb6af5a5735f012d62e27b65"
 
 ["1.5.0"]
 git-tree-sha1 = "b81fe8aaf3a253d76d915ab6d6f749ab9c9973f6"
+
+["1.6.0"]
+git-tree-sha1 = "6f678b5e60eb3ef6e396ef5a6bb99abebdf383f8"