diff --git a/_data/toc.yaml b/_data/toc.yaml
index 9f6c8e53e76..39ee14bd231 100644
--- a/_data/toc.yaml
+++ b/_data/toc.yaml
@@ -1187,7 +1187,7 @@ manuals:
   - path: /compose/
     title: Overview of Docker Compose
   - path: /compose/cli-command/
-    title: Docker Compose in the Docker CLI
+    title: Compose command Tech Preview
   - path: /compose/install/
     title: Install Compose
   - path: /compose/gettingstarted/
diff --git a/compose/cli-command-compatibility.md b/compose/cli-command-compatibility.md
new file mode 100644
index 00000000000..99b96b3472a
--- /dev/null
+++ b/compose/cli-command-compatibility.md
@@ -0,0 +1,49 @@
+---
+description: Docker Compose command compatibility with docker-compose
+keywords: documentation, docs, docker, compose, containers
+title: Docker Compose command compatibility with docker-compose
+---
+
+In the current state, the compose command in the Docker CLI supports most of the docker-compose commands and flags. It is expected to be a drop in replacement for docker-compose. However, there are a few remaining flags that have not been implemented yet. We are prioritizing the implementation of those based on usage metrics and user feedback.
+
+You can follow progress on the implementation of the remaining commands and flags [here](https://github.com/docker/compose-cli/issues/1283){:target="_blank" rel="noopener" class="_"}.
+
+If you see some compose functionality that is not available in the compose command, please [let us know](https://github.com/docker/compose-cli/issues){:target="_blank" rel="noopener" class="_"} so we can prioritize it.
+
+## Commands or flags not yet implemented
+
+The following commands have not been implemented yet, and maybe implemented at a later time.
+Please let us know if these commands are a higher priority for your usecases.
+
+* `compose build --memory`
+* `compose build --no-cache`
+* `compose config --no-interpolate`
+* `compose config --services`
+* `compose config --volumes`
+* `compose config --hash`
+* `compose events`
+* `compose images`
+* `compose port`
+* `compose pull --ignore-pull-failures`
+* `compose push --ignore-push-failures`
+* `compose run --service-ports`
+
+## Flags that will not be implemented
+
+The list below includes the flags that we are not planning to support in Compose in Docker CLI,
+either because they are already deprecated in docker-compose, or because they are not relevant for the Compose in Docker CLI.
+
+* `compose build --compress` Not relevant as commpose command is using buildkit by default.
+* `compose build --force-rm` Not relevant as commpose command is using buildkit by default.
+* `compose build --no-rm` Not relevant as commpose command is using buildkit by default.
+* `compose build --parallel` Not relevant as commpose command is using buildkit by default.
+* `compose ps --filter KEY-VALUE` Not relevant as cumbersome usage with the service command and not documented properly in docker-compose.
+* `compose pull --parallel` Deprecated in docker-compose
+* `compose pull --no-parallel` Deprecated in docker-compose
+* `compose rm --all` Deprecated in docker-compose.
+* `compose scale` Deprecated in docker-compose (use `compose up --scale` instead)
+
+Global flags:
+
+* `compose --no-ansi` Deprecated in docker-compose.
+* `compose --compatibility` Deprecated in docker-compose.
diff --git a/compose/cli-command.md b/compose/cli-command.md
index 7cc0d9aa628..ddbd62d41d8 100644
--- a/compose/cli-command.md
+++ b/compose/cli-command.md
@@ -1,7 +1,7 @@
 ---
-description: Docker Compose in the Docker CLI
+description: Compose in the Docker CLI Tech Preview
 keywords: documentation, docs, docker, compose, containers
-title: Docker Compose in the Docker CLI
+title: Compose in the Docker CLI Tech Preview
 ---
 
 The Docker CLI now supports the compose command to include (most of) the docker-compose features and flags in the Docker CLI, without the need for a separate tool.
@@ -10,3 +10,5 @@ You can just replace the dash with a space when you use docker-compose to just a
 
 With the introduction of the [Compose specification](https://github.com/compose-spec/compose-spec){:target="_blank" rel="noopener" class="_"}, a clean distinction has been made between the Compose YAML file model and the docker-compose implementation. This made it possible to introduce [Amazon ECS](/cloud/ecs-integration) and [Microsoft ACI](/cloud/aci-integration) support in the Docker CLI so one can “up” a Compose application on cloud platforms just by switching Docker context. With this solid backbone in place, we have added compose in the Docker CLI as a first class command.
 As the Compose specification evolves, new features will land in the Docker CLI faster. While docker-compose is still alive and will be maintained, Compose in the Docker CLI Go implementation relies directly on the compose-go bindings which  are maintained as part of the specification. This will allow it to more quickly include community proposals, experimental implementations by the Docker CLI and/or Engine, and deliver features to end-users. Compose in the Docker CLI already supports some of the newer additions to the Compose specification: profiles and GPU devices.
+
+You can check the [docker-compose compatibility list](cli-command-compatibility.md) for more details about flags that are not supported yet in the new compose command.