diff --git a/ports/onnx/fix-cmakelists.patch b/ports/onnx/fix-cmakelists.patch
index 984e09843124be..bc2f9ed68ec2f3 100644
--- a/ports/onnx/fix-cmakelists.patch
+++ b/ports/onnx/fix-cmakelists.patch
@@ -1,15 +1,19 @@
 diff --git a/CMakeLists.txt b/CMakeLists.txt
-index 8b5af30..6836651 100644
+index 044996e1b..f97b7a293 100644
 --- a/CMakeLists.txt
 +++ b/CMakeLists.txt
-@@ -668,6 +668,10 @@ install(DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/onnx
-         DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}
-         FILES_MATCHING
-         PATTERN "*.h")
-+install(DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/onnx DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}
-+        FILES_MATCHING PATTERN "*.proto")
-+install(DIRECTORY ${CMAKE_CURRENT_BINARY_DIR}/onnx DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}
-+        FILES_MATCHING PATTERN "*.proto3")
+@@ -491,6 +491,14 @@ if(ONNX_INSTALL)
+           DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}
+           FILES_MATCHING
+           PATTERN "*.h")
++  install(DIRECTORY ${ONNX_ROOT}/onnx
++          DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}
++          FILES_MATCHING
++          PATTERN "*.proto")
++  install(DIRECTORY ${ONNX_ROOT}/onnx
++          DESTINATION ${CMAKE_INSTALL_INCLUDEDIR}
++          FILES_MATCHING
++          PATTERN "*.proto3")
+ endif()
  
  configure_file(
-   ${PROJECT_SOURCE_DIR}/cmake/ONNXConfigVersion.cmake.in
diff --git a/ports/onnx/fix-pr-7390.patch b/ports/onnx/fix-pr-7390.patch
deleted file mode 100644
index c9477059e479a6..00000000000000
--- a/ports/onnx/fix-pr-7390.patch
+++ /dev/null
@@ -1,30 +0,0 @@
-diff --git a/onnx/defs/schema.h b/onnx/defs/schema.h
-index acf3aac..adae2d5 100644
---- a/onnx/defs/schema.h
-+++ b/onnx/defs/schema.h
-@@ -979,8 +979,10 @@ class OpSchemaRegistry final : public ISchemaRegistry {
- 
-   class OpSchemaRegisterOnce final {
-    public:
--    // Export to cpp custom register macro
--    explicit OpSchemaRegisterOnce(
-+    // Export to cpp custom register macro.
-+    // DO NOT decorate the constructor as "explicit" because that breaks the macro ONNX_OPERATOR_SCHEMA_UNIQ.
-+    // NOLINTNEXTLINE(google-explicit-constructor)
-+    OpSchemaRegisterOnce( // NOSONAR
-         OpSchema op_schema,
-         int opset_version_to_load = 0,
-         bool fail_duplicate_schema = true) {
-@@ -1311,9 +1313,9 @@ size_t ReplaceAll(std::string& s, const char* from, const char* to);
- // Legacy macros to register schema at static initialization
- #define ONNX_OPERATOR_SCHEMA(name) ONNX_OPERATOR_SCHEMA_UNIQ_HELPER(__COUNTER__, name)
- #define ONNX_OPERATOR_SCHEMA_UNIQ_HELPER(Counter, name) ONNX_OPERATOR_SCHEMA_UNIQ(Counter, name)
--#define ONNX_OPERATOR_SCHEMA_UNIQ(Counter, name)                                                                      \
--  static ONNX_NAMESPACE::OpSchemaRegistry::OpSchemaRegisterOnce(op_schema_register_once##name##Counter) ONNX_UNUSED = \
--      OpSchema(#name, __FILE__, __LINE__)
-+#define ONNX_OPERATOR_SCHEMA_UNIQ(Counter, name)                                                                     \
-+  static ONNX_NAMESPACE::OpSchemaRegistry::OpSchemaRegisterOnce op_schema_register_once##name##Counter ONNX_UNUSED = \
-+      ONNX_NAMESPACE::OpSchema(#name, __FILE__, __LINE__)
- 
- // Helper function
- size_t ReplaceAll(std::string& s, const char* from, const char* to);
diff --git a/ports/onnx/portfile.cmake b/ports/onnx/portfile.cmake
index 9a34e56dedd403..ffc3f93996e5ac 100644
--- a/ports/onnx/portfile.cmake
+++ b/ports/onnx/portfile.cmake
@@ -4,10 +4,9 @@ vcpkg_from_github(
     OUT_SOURCE_PATH SOURCE_PATH
     REPO onnx/onnx
     REF "v${VERSION}"
-    SHA512 e6f7b5782a43a91783607549e4d0f0a9cbd46dfb67a602f81aaffc7bcdd8f450fe9c225f0bc314704f2923e396f0df5b03ea91af4a7887203c0b8372bc2749d0
+    SHA512 3cee4c0fbc9e260e360a62a59e324e0b127a5749f958e0704989b407a4c1179c637ef86e41a406e7868537a62a11a821e3433005eb0725f979145f8d514926bd
     PATCHES
         fix-cmakelists.patch
-        fix-pr-7390.patch # part of https://github.com/onnx/onnx PR 7390
 )
 
 string(COMPARE EQUAL "${VCPKG_CRT_LINKAGE}" "static" USE_STATIC_RUNTIME)
@@ -38,6 +37,7 @@ vcpkg_cmake_configure(
         -DONNX_USE_MSVC_STATIC_RUNTIME=${USE_STATIC_RUNTIME}
         -DONNX_BUILD_TESTS=OFF
         -DONNX_BUILD_CUSTOM_PROTOBUF=OFF
+        -DONNX_DISABLE_STATIC_REGISTRATION=ON
     MAYBE_UNUSED_VARIABLES
         ONNX_USE_MSVC_STATIC_RUNTIME
         Python_EXECUTABLE
diff --git a/ports/onnx/vcpkg.json b/ports/onnx/vcpkg.json
index 8fecf50e6d625a..c9511afbba5a77 100644
--- a/ports/onnx/vcpkg.json
+++ b/ports/onnx/vcpkg.json
@@ -1,6 +1,6 @@
 {
   "name": "onnx",
-  "version-semver": "1.19.0",
+  "version-semver": "1.21.0",
   "description": "Open standard for machine learning interoperability",
   "homepage": "https://onnx.ai",
   "license": "Apache-2.0",
diff --git a/ports/onnxruntime/portfile.cmake b/ports/onnxruntime/portfile.cmake
index 9d8304d3aecc38..e3baf57ef87c26 100644
--- a/ports/onnxruntime/portfile.cmake
+++ b/ports/onnxruntime/portfile.cmake
@@ -11,10 +11,10 @@ vcpkg_from_github(
     OUT_SOURCE_PATH SOURCE_PATH
     REPO microsoft/onnxruntime
     REF "v${VERSION}"
-    SHA512 373c51575ada457b8aead5d195a5f3eba62fb747b6370a2a9889fff875c40ea30af8fd49104d58cc86f79247410e829086b0979f37ca8635c6dd34960e9cc424
+    SHA512 53b3aed02e085c83aa3c7e1faffeae7f70675d6770bc44d148085ded47940f29471eef76e0c4565bbb471f0f814610e0d1892ce9305c63d011fe851a22b1f7ab
     PATCHES
-        fix-cmake.patch # .framework install, external library workarounds(abseil-cpp, eigen3)
-        fix-cmake-cuda.patch
+        # fix-cmake.patch # .framework install, external library workarounds(abseil-cpp, eigen3)
+        # fix-cmake-cuda.patch
 )
 
 find_program(PROTOC NAMES protoc PATHS "${CURRENT_HOST_INSTALLED_DIR}/tools/protobuf" REQUIRED NO_DEFAULT_PATH NO_CMAKE_PATH)
diff --git a/ports/onnxruntime/vcpkg.json b/ports/onnxruntime/vcpkg.json
index 563db03cece509..49f83294ef976c 100644
--- a/ports/onnxruntime/vcpkg.json
+++ b/ports/onnxruntime/vcpkg.json
@@ -1,6 +1,6 @@
 {
   "name": "onnxruntime",
-  "version-semver": "1.23.2",
+  "version-semver": "1.24.4",
   "description": "ONNX Runtime: cross-platform, high performance ML inferencing and training accelerator",
   "homepage": "https://github.com/microsoft/onnxruntime",
   "license": "MIT",
@@ -65,6 +65,10 @@
     }
   ],
   "features": {
+    "coreml": {
+      "description": "Build CoreML support",
+      "supports": "osx | ios"
+    },
     "cuda": {
       "description": "Build with CUDA support",
       "supports": "(x64 & windows & !static) | (x64 & linux)",
@@ -75,10 +79,21 @@
         "nvidia-cutlass"
       ]
     },
+    "directml": {
+      "description": "Build DirectML support",
+      "supports": "windows"
+    },
     "framework": {
       "description": "Build a macOS/iOS framework, Objective-C library",
       "supports": "osx | ios"
     },
+    "kleidiai": {
+      "description": "Build kleidiai support",
+      "supports": "arm64",
+      "dependencies": [
+        "kleidiai"
+      ]
+    },
     "openvino": {
       "description": "Build with OpenVINO support",
       "supports": "!(osx | ios | android | emscripten)",
@@ -105,6 +120,16 @@
           ]
         }
       ]
+    },
+    "winml": {
+      "description": "Build WinML support",
+      "supports": "windows"
+    },
+    "xnnpack": {
+      "description": "Build xnnpack support",
+      "dependencies": [
+        "xnnpack"
+      ]
     }
   }
 }
diff --git a/versions/baseline.json b/versions/baseline.json
index 0f5afb1c386617..4c98ee82df2593 100644
--- a/versions/baseline.json
+++ b/versions/baseline.json
@@ -7221,7 +7221,7 @@
       "port-version": 0
     },
     "onnx": {
-      "baseline": "1.19.0",
+      "baseline": "1.21.0",
       "port-version": 0
     },
     "onnx-optimizer": {
@@ -7229,7 +7229,7 @@
       "port-version": 0
     },
     "onnxruntime": {
-      "baseline": "1.23.2",
+      "baseline": "1.24.4",
       "port-version": 0
     },
     "onnxruntime-gpu": {
diff --git a/versions/o-/onnx.json b/versions/o-/onnx.json
index 51c676203bd06f..dbc17c60abdad0 100644
--- a/versions/o-/onnx.json
+++ b/versions/o-/onnx.json
@@ -1,5 +1,10 @@
 {
   "versions": [
+    {
+      "git-tree": "613e00a01012aaa58fb531d4e7f131b9c4bbd047",
+      "version-semver": "1.21.0",
+      "port-version": 0
+    },
     {
       "git-tree": "84490e57e9b50a233ec36469c49f064cb3f90822",
       "version-semver": "1.19.0",
diff --git a/versions/o-/onnxruntime.json b/versions/o-/onnxruntime.json
index 50037726b00ca3..30a40f936bb7aa 100644
--- a/versions/o-/onnxruntime.json
+++ b/versions/o-/onnxruntime.json
@@ -1,5 +1,10 @@
 {
   "versions": [
+    {
+      "git-tree": "19de51b2f50df9c38ae948880b093fbaa6fd8f46",
+      "version-semver": "1.24.4",
+      "port-version": 0
+    },
     {
       "git-tree": "7391737791bbf21b648ab4e95521f31fdf502d59",
       "version-semver": "1.23.2",