diff --git a/ports/arrow-adbc/fmt-format.patch b/ports/arrow-adbc/fmt-format.patch
new file mode 100644
index 00000000000000..f3edeaf3132981
--- /dev/null
+++ b/ports/arrow-adbc/fmt-format.patch
@@ -0,0 +1,24 @@
+diff --git a/c/driver/framework/status.h b/c/driver/framework/status.h
+index 69893ae..d42535e 100644
+--- a/c/driver/framework/status.h
++++ b/c/driver/framework/status.h
+@@ -28,6 +28,7 @@
+ 
+ #if defined(ADBC_FRAMEWORK_USE_FMT)
+ #include <fmt/core.h>
++#include <fmt/format.h>
+ #endif
+ 
+ #include <arrow-adbc/adbc.h>
+diff --git a/c/driver/postgresql/error.h b/c/driver/postgresql/error.h
+index bf8a4b2..7bb43fe 100644
+--- a/c/driver/postgresql/error.h
++++ b/c/driver/postgresql/error.h
+@@ -26,6 +26,7 @@
+ #include <libpq-fe.h>
+ 
+ #include <fmt/core.h>
++#include <fmt/format.h>
+ 
+ #include "driver/framework/status.h"
+ 
diff --git a/ports/arrow-adbc/portfile.cmake b/ports/arrow-adbc/portfile.cmake
index 04849fa313cd00..c4a0effd673bac 100644
--- a/ports/arrow-adbc/portfile.cmake
+++ b/ports/arrow-adbc/portfile.cmake
@@ -4,6 +4,8 @@ vcpkg_from_github(
     REF apache-arrow-adbc-${VERSION}
     SHA512 48f3e5663ae59d3910f0e545f0bad68778151017e7a67804143832a5812126ff5796db18e9584be75dcedae751f294f13457600964bb84c1038f65eb285c2d05
     HEAD_REF main
+    PATCHES
+        fmt-format.patch # https://github.com/apache/arrow-adbc/pull/4626
 )
 file(REMOVE_RECURSE "${SOURCE_PATH}/c/vendor/fmt")
 file(REMOVE_RECURSE "${SOURCE_PATH}/c/vendor/nanoarrow")
diff --git a/ports/arrow-adbc/vcpkg.json b/ports/arrow-adbc/vcpkg.json
index 9f89d76a0236da..c5a03376ddbebe 100644
--- a/ports/arrow-adbc/vcpkg.json
+++ b/ports/arrow-adbc/vcpkg.json
@@ -1,6 +1,7 @@
 {
   "name": "arrow-adbc",
   "version": "23",
+  "port-version": 1,
   "description": "Apache Arrow ADBC: Database Connectivity API for Arrow-based data systems",
   "homepage": "https://arrow.apache.org/adbc/",
   "license": "Apache-2.0",
diff --git a/versions/a-/arrow-adbc.json b/versions/a-/arrow-adbc.json
index 237de6e68d1284..a70cc28ce4c0bd 100644
--- a/versions/a-/arrow-adbc.json
+++ b/versions/a-/arrow-adbc.json
@@ -1,5 +1,10 @@
 {
   "versions": [
+    {
+      "git-tree": "7da4bb45623f974eadb66f42914faf704bfe52cc",
+      "version": "23",
+      "port-version": 1
+    },
     {
       "git-tree": "fa02a797ad44ad1d2630ab27ed8d5f664da6dff2",
       "version": "23",
diff --git a/versions/baseline.json b/versions/baseline.json
index 93a53b176733f7..7b7faec28c5361 100644
--- a/versions/baseline.json
+++ b/versions/baseline.json
@@ -302,7 +302,7 @@
     },
     "arrow-adbc": {
       "baseline": "23",
-      "port-version": 0
+      "port-version": 1
     },
     "arsenalgear": {
       "baseline": "2.1.1",