diff --git a/mypy/subtypes.py b/mypy/subtypes.py
index 305cfa9de5f2..2d048ae2ee54 100644
--- a/mypy/subtypes.py
+++ b/mypy/subtypes.py
@@ -2274,6 +2274,18 @@ def infer_variance(info: TypeInfo, i: int) -> bool:
             if member in ("__init__", "__new__", "__mypy-replace"):
                 continue
 
+            # Members synthesized by plugins must not influence variance
+            # inference. attrs, for example, generates ordering methods whose
+            # "other" parameter is typed as the class's own Self[T], plus an
+            # __attrs_attrs__ tuple of (invariant) Attribute[T]; dataclasses
+            # generate __replace__. These mention the type variable only because
+            # they are derived from the user's own declarations -- and those
+            # declarations are not plugin-generated, so they still drive the
+            # inferred variance.
+            sym = info.get(member)
+            if sym is not None and sym.plugin_generated:
+                continue
+
             if isinstance(self_type, TupleType):
                 self_type = mypy.typeops.tuple_fallback(self_type)
             flags = get_member_flags(member, self_type)
diff --git a/test-data/unit/check-python312.test b/test-data/unit/check-python312.test
index c4a232079746..2beefa82cc0d 100644
--- a/test-data/unit/check-python312.test
+++ b/test-data/unit/check-python312.test
@@ -248,6 +248,42 @@ inv2: Invariant[int] = Invariant[float]([1])  # E: Incompatible types in assignm
 [builtins fixtures/tuple.pyi]
 [typing fixtures/typing-full.pyi]
 
+[case testPEP695InferVarianceWithAttrsFrozen]
+import attrs
+
+# attrs synthesizes ordering dunders (__lt__/__le__/__gt__/__ge__) whose
+# ``other`` parameter is typed as the class's own ``Self[T]``. Those methods
+# are plugin-generated and must not drag T into a contravariant position
+# during PEP 695 variance inference. A frozen class using T only covariantly
+# should be inferred covariant.
+@attrs.frozen
+class Covariant[T]:
+    x: T
+    def get(self) -> T:
+        return self.x
+
+cov1: Covariant[object] = Covariant[int](1)
+cov2: Covariant[int] = Covariant[object](1)  # E: Incompatible types in assignment (expression has type "Covariant[object]", variable has type "Covariant[int]")
+
+# A mutable attribute still makes the class invariant.
+@attrs.define
+class Invariant[T]:
+    x: T
+
+inv1: Invariant[object] = Invariant[int](1)  # E: Incompatible types in assignment (expression has type "Invariant[int]", variable has type "Invariant[object]")
+inv2: Invariant[int] = Invariant[object](1)  # E: Incompatible types in assignment (expression has type "Invariant[object]", variable has type "Invariant[int]")
+
+# A user-written method with T in a parameter must still be honored: only
+# plugin-generated methods are skipped, so this class stays contravariant.
+@attrs.frozen
+class Contravariant[T]:
+    def feed(self, x: T) -> None: ...
+
+con1: Contravariant[int] = Contravariant[object]()
+con2: Contravariant[object] = Contravariant[int]()  # E: Incompatible types in assignment (expression has type "Contravariant[int]", variable has type "Contravariant[object]")
+[builtins fixtures/plugin_attrs.pyi]
+[typing fixtures/typing-full.pyi]
+
 [case testPEP695InferVarianceCalculateOnDemand]
 class Covariant[T]:
     def __init__(self) -> None:
diff --git a/test-data/unit/check-python313.test b/test-data/unit/check-python313.test
index d52cb575bc91..9b08b1eed6eb 100644
--- a/test-data/unit/check-python313.test
+++ b/test-data/unit/check-python313.test
@@ -480,3 +480,19 @@ reveal_type(x)  # N: Revealed type is "builtins.list[tuple[()]]"
 reveal_type(y)  # N: Revealed type is "builtins.list[tuple[()]]"
 reveal_type(z)  # N: Revealed type is "builtins.list[tuple[()]]"
 [builtins fixtures/tuple.pyi]
+
+[case testPEP695InferVarianceInFrozenDataclass]
+# On Python 3.13+ the dataclass plugin synthesizes a __replace__ method whose
+# keyword parameters reuse the field types. Being plugin-generated, it must not
+# drag the type variable into a contravariant position and make an otherwise
+# covariant frozen dataclass invariant.
+from dataclasses import dataclass
+
+@dataclass(frozen=True)
+class Covariant[T]:
+    x: T
+
+cov1: Covariant[float] = Covariant[int](1)
+cov2: Covariant[int] = Covariant[float](1)  # E: Incompatible types in assignment (expression has type "Covariant[float]", variable has type "Covariant[int]")
+[builtins fixtures/tuple.pyi]
+[typing fixtures/typing-full.pyi]