diff --git a/Dockerfile b/Dockerfile
index 51c7325c89..1141761e45 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -7,6 +7,7 @@ ARG XX_VERSION=1.2.1
 ARG GOVERSIONINFO_VERSION=v1.3.0
 ARG GOTESTSUM_VERSION=v1.10.0
 ARG BUILDX_VERSION=0.11.2
+ARG COMPOSE_VERSION=v2.22.0
 
 FROM --platform=$BUILDPLATFORM tonistiigi/xx:${XX_VERSION} AS xx
 
@@ -100,15 +101,13 @@ RUN --mount=ro --mount=type=cache,target=/root/.cache \
     TARGET=/out ./scripts/build/plugins e2e/cli-plugins/plugins/*
 
 FROM build-base-alpine AS e2e-base-alpine
-RUN apk add --no-cache build-base curl docker-compose openssl openssh-client
+RUN apk add --no-cache build-base curl openssl openssh-client
 
 FROM build-base-bullseye AS e2e-base-bullseye
 RUN apt-get update && apt-get install -y build-essential curl openssl openssh-client
-ARG COMPOSE_VERSION=1.29.2
-RUN curl -fsSL https://github.com/docker/compose/releases/download/${COMPOSE_VERSION}/docker-compose-$(uname -s)-$(uname -m) -o /usr/local/bin/docker-compose && \
-    chmod +x /usr/local/bin/docker-compose
 
-FROM docker/buildx-bin:${BUILDX_VERSION} AS buildx
+FROM docker/buildx-bin:${BUILDX_VERSION}   AS buildx
+FROM docker/compose-bin:${COMPOSE_VERSION} AS compose
 
 FROM e2e-base-${BASE_VARIANT} AS e2e
 ARG NOTARY_VERSION=v0.6.1
@@ -118,7 +117,8 @@ RUN echo 'notary.cert' >> /etc/ca-certificates.conf && update-ca-certificates
 COPY --link --from=gotestsum /out/gotestsum /usr/bin/gotestsum
 COPY --link --from=build /out ./build/
 COPY --link --from=build-plugins /out ./build/
-COPY --link --from=buildx /buildx /usr/libexec/docker/cli-plugins/docker-buildx
+COPY --link --from=buildx  /buildx         /usr/libexec/docker/cli-plugins/docker-buildx
+COPY --link --from=compose /docker-compose /usr/libexec/docker/cli-plugins/docker-compose
 COPY --link . .
 ENV DOCKER_BUILDKIT=1
 ENV PATH=/go/src/github.com/docker/cli/build:$PATH
diff --git a/e2e/compose-env.connhelper-ssh.yaml b/e2e/compose-env.connhelper-ssh.yaml
index a1baa114fe..2a91ab48fe 100644
--- a/e2e/compose-env.connhelper-ssh.yaml
+++ b/e2e/compose-env.connhelper-ssh.yaml
@@ -1,5 +1,3 @@
-version: '2.1'
-
 services:
   engine:
       build:
diff --git a/e2e/compose-env.experimental.yaml b/e2e/compose-env.experimental.yaml
index cc99c46e32..0fac9fb20e 100644
--- a/e2e/compose-env.experimental.yaml
+++ b/e2e/compose-env.experimental.yaml
@@ -1,6 +1,3 @@
-version: '2.1'
-
 services:
   engine:
       command: ["--insecure-registry=registry:5000", "--experimental"]
-
diff --git a/e2e/compose-env.yaml b/e2e/compose-env.yaml
index a4c700c465..9eade791b0 100644
--- a/e2e/compose-env.yaml
+++ b/e2e/compose-env.yaml
@@ -1,5 +1,3 @@
-version: '2.1'
-
 services:
   registry:
     image: 'registry:2'
@@ -25,4 +23,3 @@ services:
       ports:
         - 4444:4443
       command: ['notary-server', '-config=/fixtures/notary-config.json']
-
diff --git a/scripts/test/e2e/run b/scripts/test/e2e/run
index 9065884a02..54e1d61e8a 100755
--- a/scripts/test/e2e/run
+++ b/scripts/test/e2e/run
@@ -26,13 +26,13 @@ setup() {
         export TEST_CONNHELPER_SSH_ID_RSA_PUB
         file="${file}:./e2e/compose-env.connhelper-ssh.yaml"
     fi
-    COMPOSE_PROJECT_NAME=$project COMPOSE_FILE=$file docker-compose up --build -d >&2
+    COMPOSE_PROJECT_NAME=$project COMPOSE_FILE=$file docker compose up --build -d >&2
 
     local network="${project}_default"
     # TODO: only run if inside a container
     docker network connect "$network" "$(hostname)"
 
-    engine_ip="$(container_ip "${project}_engine_1" "$network")"
+    engine_ip="$(container_ip "${project}-engine-1" "$network")"
     engine_host="tcp://$engine_ip:2375"
     if [ "${TEST_CONNHELPER:-}" = "ssh" ];then
         engine_host="ssh://penguin@${engine_ip}"
@@ -54,7 +54,7 @@ cleanup() {
     local project=$1
     local network="${project}_default"
     docker network disconnect "$network" "$(hostname)"
-    COMPOSE_PROJECT_NAME=$1 COMPOSE_FILE=$2 docker-compose down -v --rmi local >&2
+    COMPOSE_PROJECT_NAME=$1 COMPOSE_FILE=$2 docker compose down -v --rmi local >&2
 }
 
 runtests() {