diff --git a/docs/changelog.md b/docs/changelog.md
index f75c339f..e73c670b 100644
--- a/docs/changelog.md
+++ b/docs/changelog.md
@@ -4,6 +4,7 @@ _This project uses semantic versioning_
 
 ## UNRELEASED
 
+- Add `all_function_sizes` and `function_size` EGraph methods [#338](https://github.com/egraphs-good/egglog-python/pull/338)
 - Fix execution of docs [#337](https://github.com/egraphs-good/egglog-python/pull/337)
 - Emit warnings when functions omitted when visualizing [#336](https://github.com/egraphs-good/egglog-python/pull/336)
 - Bump Egglog version [#335](https://github.com/egraphs-good/egglog-python/pull/335)
diff --git a/docs/reference/egglog-translation.md b/docs/reference/egglog-translation.md
index 9ff67f60..3c5f81e7 100644
--- a/docs/reference/egglog-translation.md
+++ b/docs/reference/egglog-translation.md
@@ -507,6 +507,21 @@ with egraph:
 egraph.check_fail(eq(Math(0)).to(Math(1)))
 ```
 
+## Function Sizes
+
+The `(print-size <function name>?)` command is translated into either `egraph.function_size(fn)` to get the number of
+rows of one function or `egraph.all_function_sizes()` to get a list of all the function sizes:
+
+```{code-cell} python
+# (function-size Math)
+egraph.function_size(Math)
+```
+
+```{code-cell} python
+# (function-size)
+egraph.all_function_sizes()
+```
+
 ## Include
 
 The `(include <path>)` command is used to add modularity, by allowing you to pull in the source from another egglog file into the current file.
diff --git a/python/egglog/egraph.py b/python/egglog/egraph.py
index cc07d7e7..778458e0 100644
--- a/python/egglog/egraph.py
+++ b/python/egglog/egraph.py
@@ -805,7 +805,7 @@ class GraphvizKwargs(TypedDict, total=False):
     max_calls_per_function: int | None
     n_inline_leaves: int
     split_primitive_outputs: bool
-    split_functions: list[object]
+    split_functions: list[ExprCallable]
     include_temporary_functions: bool
 
 
@@ -854,7 +854,7 @@ def input(self, fn: Callable[..., String], path: str) -> None:
         """
         self._egraph.run_program(bindings.Input(span(1), self._callable_to_egg(fn), path))
 
-    def _callable_to_egg(self, fn: object) -> str:
+    def _callable_to_egg(self, fn: ExprCallable) -> str:
         ref, decls = resolve_callable(fn)
         self._add_decls(decls)
         return self._state.callable_ref_to_egg(ref)[0]
@@ -1179,6 +1179,37 @@ def _command_to_egg(self, cmd: Command) -> bindings._Command | None:
                 assert_never(cmd)
         return self._state.command_to_egg(cmd_decl, ruleset_name)
 
+    def function_size(self, fn: ExprCallable) -> int:
+        """
+        Returns the number of rows in a certain function
+        """
+        egg_name = self._callable_to_egg(fn)
+        (output,) = self._egraph.run_program(bindings.PrintSize(span(1), egg_name))
+        assert isinstance(output, bindings.PrintFunctionSize)
+        return output.size
+
+    def all_function_sizes(self) -> list[tuple[ExprCallable, int]]:
+        """
+        Returns a list of all functions and their sizes.
+        """
+        (output,) = self._egraph.run_program(bindings.PrintSize(span(1), None))
+        assert isinstance(output, bindings.PrintAllFunctionsSize)
+        return [
+            (
+                cast(
+                    "ExprCallable",
+                    create_callable(self._state.__egg_decls__, next(iter(refs))),
+                ),
+                size,
+            )
+            for (name, size) in output.sizes
+            if (refs := self._state.egg_fn_to_callable_refs[name])
+        ]
+
+
+# Either a constant or a function.
+ExprCallable: TypeAlias = Callable[..., BaseExpr] | BaseExpr
+
 
 @dataclass(frozen=True)
 class _WrappedMethod:
diff --git a/python/egglog/egraph_state.py b/python/egglog/egraph_state.py
index aee48900..a4acfc0b 100644
--- a/python/egglog/egraph_state.py
+++ b/python/egglog/egraph_state.py
@@ -225,7 +225,7 @@ def fact_to_egg(self, fact: FactDecl) -> bindings._Fact:
             case _:
                 assert_never(fact)
 
-    def callable_ref_to_egg(self, ref: CallableRef) -> tuple[str, bool]:
+    def callable_ref_to_egg(self, ref: CallableRef) -> tuple[str, bool]:  # noqa: C901, PLR0912
         """
         Returns the egg function name for a callable reference, registering it if it is not already registered.
 
@@ -245,9 +245,12 @@ def callable_ref_to_egg(self, ref: CallableRef) -> tuple[str, bool]:
             case ConstantDecl(tp, _):
                 # Use constructor decleration instead of constant b/c constants cannot be extracted
                 # https://github.com/egraphs-good/egglog/issues/334
-                self.egraph.run_program(
-                    bindings.Constructor(span(), egg_name, bindings.Schema([], self.type_ref_to_egg(tp)), None, False)
-                )
+                is_function = self.__egg_decls__._classes[tp.name].builtin
+                schema = bindings.Schema([], self.type_ref_to_egg(tp))
+                if is_function:
+                    self.egraph.run_program(bindings.FunctionCommand(span(), egg_name, schema, None))
+                else:
+                    self.egraph.run_program(bindings.Constructor(span(), egg_name, schema, None, False))
             case FunctionDecl(signature, builtin, _, merge):
                 if isinstance(signature, FunctionSignature):
                     reverse_args = signature.reverse_args
diff --git a/python/egglog/runtime.py b/python/egglog/runtime.py
index 14698d0f..f2316ad5 100644
--- a/python/egglog/runtime.py
+++ b/python/egglog/runtime.py
@@ -20,6 +20,8 @@
 from itertools import zip_longest
 from typing import TYPE_CHECKING, Any, TypeVar, Union, cast, get_args, get_origin
 
+from typing_extensions import assert_never
+
 from .declarations import *
 from .pretty import *
 from .thunk import Thunk
@@ -36,6 +38,7 @@
     "RuntimeClass",
     "RuntimeExpr",
     "RuntimeFunction",
+    "create_callable",
     "define_expr_method",
     "resolve_callable",
     "resolve_type_annotation",
@@ -340,7 +343,7 @@ def __repr__(self) -> str:
 
     # Make hashable so can go in Union
     def __hash__(self) -> int:
-        return hash((id(self.__egg_decls_thunk__), self.__egg_tp__))
+        return hash(self.__egg_tp__)
 
     def __eq__(self, other: object) -> bool:
         """
@@ -478,6 +481,9 @@ def __str__(self) -> str:
                 bound_tp_params = args
         return pretty_callable_ref(self.__egg_decls__, self.__egg_ref__, first_arg, bound_tp_params)
 
+    def __repr__(self) -> str:
+        return str(self)
+
 
 def to_py_signature(sig: FunctionSignature, decls: Declarations, optional_args: bool) -> Signature:
     """
@@ -670,11 +676,12 @@ def resolve_callable(callable: object) -> tuple[CallableRef, Declarations]:
     """
     Resolves a runtime callable into a ref
     """
+    # TODO: Make runtime class work with __match_args__
+    if isinstance(callable, RuntimeClass):
+        return InitRef(callable.__egg_tp__.name), callable.__egg_decls__
     match callable:
         case RuntimeFunction(decls, ref, _):
             return ref(), decls()
-        case RuntimeClass(thunk, tp):
-            return InitRef(tp.name), thunk()
         case RuntimeExpr(decl_thunk, expr_thunk):
             if not isinstance((expr := expr_thunk().expr), CallDecl) or not isinstance(
                 expr.callable, ConstantRef | ClassVariableRef
@@ -683,3 +690,23 @@ def resolve_callable(callable: object) -> tuple[CallableRef, Declarations]:
             return expr.callable, decl_thunk()
         case _:
             raise NotImplementedError(f"Cannot turn {callable} of type {type(callable)} into a callable ref")
+
+
+def create_callable(decls: Declarations, ref: CallableRef) -> RuntimeClass | RuntimeFunction | RuntimeExpr:
+    """
+    Creates a callable object from a callable ref. This might not actually be callable, if the ref is a constant
+    or classvar then it is a value
+    """
+    match ref:
+        case InitRef(name):
+            return RuntimeClass(Thunk.value(decls), TypeRefWithVars(name))
+        case FunctionRef() | MethodRef() | ClassMethodRef() | PropertyRef() | UnnamedFunctionRef():
+            bound = JustTypeRef(ref.class_name) if isinstance(ref, ClassMethodRef) else None
+            return RuntimeFunction(Thunk.value(decls), Thunk.value(ref), bound)
+        case ConstantRef(name):
+            tp = decls._constants[name].type_ref
+        case ClassVariableRef(cls_name, var_name):
+            tp = decls._classes[cls_name].class_variables[var_name].type_ref
+        case _:
+            assert_never(ref)
+    return RuntimeExpr.__from_values__(decls, TypedExprDecl(tp, CallDecl(ref)))
diff --git a/python/tests/test_high_level.py b/python/tests/test_high_level.py
index 9bb543c3..d883fb6f 100644
--- a/python/tests/test_high_level.py
+++ b/python/tests/test_high_level.py
@@ -139,13 +139,13 @@ class A(Expr):
 def test_class_vars():
     egraph = EGraph()
 
-    class A(Expr):
-        ONE: ClassVar[A]
+    class B(Expr):
+        ONE: ClassVar[B]
 
-    two = constant("two", A)
+    two = constant("two", B)
 
-    egraph.register(union(A.ONE).with_(two))
-    egraph.check(eq(A.ONE).to(two))
+    egraph.register(union(B.ONE).with_(two))
+    egraph.check(eq(B.ONE).to(two))
 
 
 def test_extract_constant_twice():
@@ -987,3 +987,64 @@ def f(x: StringLike) -> A: ...
 @pytest.mark.parametrize("name", [f.stem for f in EXAMPLE_FILES if f.stem != "__init__"])
 def test_example(name):
     importlib.import_module(f"egglog.examples.{name}")
+
+
+@function
+def f() -> i64: ...
+
+
+class E(Expr):
+    X: ClassVar[i64]
+
+    def __init__(self) -> None: ...
+    def m(self) -> i64: ...
+
+    @property
+    def p(self) -> i64: ...
+
+    @classmethod
+    def cm(cls) -> i64: ...
+
+
+egraph = EGraph()
+
+C = constant("C", i64)
+
+zero = i64(0)
+egraph.register(
+    set_(f()).to(zero),
+    set_(E().m()).to(zero),
+    set_(E.X).to(zero),
+    set_(E().p).to(zero),
+    set_(C).to(zero),
+    set_(E.cm()).to(zero),
+)
+
+
+@pytest.mark.parametrize(
+    "c",
+    [
+        pytest.param(E, id="init"),
+        pytest.param(f, id="function"),
+        pytest.param(E.m, id="method"),
+        pytest.param(E.X, id="class var"),
+        pytest.param(E.p, id="property"),
+        pytest.param(C, id="constant"),
+        pytest.param(E.cm, id="class method"),
+    ],
+)
+def test_function_size(c):
+    assert egraph.function_size(c) == 1
+
+
+def test_all_function_size():
+    res = egraph.all_function_sizes()
+    assert set(res) == {
+        (E, 1),
+        (f, 1),
+        (E.m, 1),
+        (E.X, 1),
+        (E.p, 1),
+        (C, 1),
+        (E.cm, 1),
+    }