diff --git a/python/ql/src/semmle/python/dataflow/new/TypeTracker.qll b/python/ql/src/semmle/python/dataflow/new/TypeTracker.qll
index 9b7aa63a1260..53fc00708015 100644
--- a/python/ql/src/semmle/python/dataflow/new/TypeTracker.qll
+++ b/python/ql/src/semmle/python/dataflow/new/TypeTracker.qll
@@ -87,11 +87,26 @@ private predicate typePreservingStep(Node nodeFrom, Node nodeTo) {
   nodeFrom = nodeTo.(PostUpdateNode).getPreUpdateNode()
 }
 
+/**
+ * Gets a callable for the call where `nodeFrom` is used as the `i`'th argument.
+ *
+ * Helper predicate to avoid bad join order experienced in `callStep`.
+ * This happened when `isParameterOf` was joined _before_ `getCallable`.
+ */
+pragma[nomagic]
+private DataFlowCallable getCallableForArgument(ArgumentNode nodeFrom, int i) {
+  exists(DataFlowCall call |
+    nodeFrom.argumentOf(call, i) and
+    result = call.getCallable()
+  )
+}
+
 /** Holds if `nodeFrom` steps to `nodeTo` by being passed as a parameter in a call. */
 predicate callStep(ArgumentNode nodeFrom, ParameterNode nodeTo) {
   // TODO: Support special methods?
-  exists(DataFlowCall call, int i |
-    nodeFrom.argumentOf(call, i) and nodeTo.isParameterOf(call.getCallable(), i)
+  exists(DataFlowCallable callable, int i |
+    callable = getCallableForArgument(nodeFrom, i) and
+    nodeTo.isParameterOf(callable, i)
   )
 }
 
diff --git a/python/ql/test/experimental/dataflow/typetracking/multiple_callables.py b/python/ql/test/experimental/dataflow/typetracking/multiple_callables.py
new file mode 100644
index 000000000000..084ef39cd3e0
--- /dev/null
+++ b/python/ql/test/experimental/dataflow/typetracking/multiple_callables.py
@@ -0,0 +1,15 @@
+def foo(foo_x):  # $tracked
+    print("foo", foo_x)  # $tracked
+
+
+def bar(bar_x):  # $tracked
+    print("bar", bar_x)  # $tracked
+
+
+if len(__file__) % 2 == 0:
+    f = foo
+else:
+    f = bar
+
+x = tracked  # $tracked
+f(x)  # $tracked