diff --git a/_vendor/modules.txt b/_vendor/modules.txt
index 0e2723d29c0c..50d5180ca2b0 100644
--- a/_vendor/modules.txt
+++ b/_vendor/modules.txt
@@ -2,6 +2,6 @@
 # github.com/moby/buildkit v0.23.2
 # github.com/docker/buildx v0.26.1
 # github.com/docker/cli v28.3.3-0.20250711132746-c69d8bde4adc+incompatible
-# github.com/docker/compose/v2 v2.39.0
+# github.com/docker/compose/v2 v2.39.1
 # github.com/docker/model-cli v0.1.33-0.20250703103301-d4e4936a9eb2
 # github.com/docker/scout-cli v1.18.1
diff --git a/content/manuals/compose/releases/release-notes.md b/content/manuals/compose/releases/release-notes.md
index b0b73298bfa6..40e7d4063804 100644
--- a/content/manuals/compose/releases/release-notes.md
+++ b/content/manuals/compose/releases/release-notes.md
@@ -15,6 +15,18 @@ aliases:
 
 For more detailed information, see the [release notes in the Compose repo](https://github.com/docker/compose/releases/).
 
+## 2.39.1
+
+{{< release-date date="2025-07-24" >}}
+
+### Bug fixes and enhancements
+
+- Added metrics to monitor `models` usage
+
+### Update
+
+- Dependencies upgrade: bump compose-go to v2.8.1
+
 ## 2.39.0
 
 {{< release-date date="2025-07-24" >}}
diff --git a/go.mod b/go.mod
index 4d62a9950af4..6286b25ba25f 100644
--- a/go.mod
+++ b/go.mod
@@ -5,7 +5,7 @@ go 1.24.0
 require (
 	github.com/docker/buildx v0.26.1 // indirect
 	github.com/docker/cli v28.3.3-0.20250711132746-c69d8bde4adc+incompatible // indirect
-	github.com/docker/compose/v2 v2.39.0 // indirect
+	github.com/docker/compose/v2 v2.39.1 // indirect
 	github.com/docker/model-cli v0.1.33-0.20250703103301-d4e4936a9eb2 // indirect
 	github.com/docker/scout-cli v1.18.1 // indirect
 	github.com/moby/buildkit v0.23.2 // indirect
@@ -15,7 +15,7 @@ require (
 replace (
 	github.com/docker/buildx => github.com/docker/buildx v0.26.1
 	github.com/docker/cli => github.com/docker/cli v28.3.3-0.20250711132746-c69d8bde4adc+incompatible
-	github.com/docker/compose/v2 => github.com/docker/compose/v2 v2.39.0
+	github.com/docker/compose/v2 => github.com/docker/compose/v2 v2.39.1
 	github.com/docker/model-cli => github.com/docker/model-cli v0.1.33-0.20250703103301-d4e4936a9eb2
 	github.com/docker/scout-cli => github.com/docker/scout-cli v1.18.1
 	github.com/moby/buildkit => github.com/moby/buildkit v0.23.2
diff --git a/go.sum b/go.sum
index eaaf0c853865..52a39d943852 100644
--- a/go.sum
+++ b/go.sum
@@ -54,6 +54,8 @@ github.com/docker/compose/v2 v2.38.2 h1:yY3jocdj1JkHbSgAyGaDLAh8fKOykZ8LVPitNOyo
 github.com/docker/compose/v2 v2.38.2/go.mod h1:zigTfE9jJq/wFZPUCbNJtOC2YpSXBn0d3Xm/8EOs3Rk=
 github.com/docker/compose/v2 v2.39.0 h1:MYK7fJ8r3Mk2ZG/SRnM+mAdQcd2c6pl2d6ckMhDYlcg=
 github.com/docker/compose/v2 v2.39.0/go.mod h1:RKyOS+QxP/RlflxUkfNbmNQAhvzAjWtfB/uPKetq1lU=
+github.com/docker/compose/v2 v2.39.1 h1:4HJuQl3OmrLSBmVg8aTcIXfzZUb/RkhxBWvAKfBs4gM=
+github.com/docker/compose/v2 v2.39.1/go.mod h1:ye62pcRiLyFhXvEPzZE2n6WGjKTFQpkEJ7sLYDYyEJQ=
 github.com/docker/distribution v2.8.3+incompatible h1:AtKxIZ36LoNK51+Z6RpzLpddBirtxJnzDrHLEKxTAYk=
 github.com/docker/distribution v2.8.3+incompatible/go.mod h1:J2gT2udsDAN96Uj4KfcMRqY0/ypR+oyYUYmja8H+y+w=
 github.com/docker/docker v28.2.2+incompatible h1:CjwRSksz8Yo4+RmQ339Dp/D2tGO5JxwYeqtMOEe0LDw=
diff --git a/hugo.yaml b/hugo.yaml
index 90ec3abc21b2..06a468b8d5a2 100644
--- a/hugo.yaml
+++ b/hugo.yaml
@@ -140,7 +140,7 @@ params:
   # (Used to show e.g., "latest" and "latest"-1 in engine install examples
   docker_ce_version_prev: "28.3.1"
   # Latest Docker Compose version
-  compose_version: "v2.39.0"
+  compose_version: "v2.39.1"
   # Latest BuildKit version
   buildkit_version: "0.23.2"