diff --git a/pkg/cri/sbserver/images/service.go b/pkg/cri/sbserver/images/service.go
index 54321ad9f..32865362d 100644
--- a/pkg/cri/sbserver/images/service.go
+++ b/pkg/cri/sbserver/images/service.go
@@ -27,6 +27,7 @@ import (
 	imagestore "github.com/containerd/containerd/pkg/cri/store/image"
 	snapshotstore "github.com/containerd/containerd/pkg/cri/store/snapshot"
 	"github.com/containerd/containerd/pkg/kmutex"
+	"github.com/containerd/containerd/platforms"
 	docker "github.com/distribution/reference"
 	imagedigest "github.com/opencontainers/go-digest"
 )
@@ -52,7 +53,7 @@ func NewService(config criconfig.Config, imageFSPath string, client *containerd.
 	svc := CRIImageService{
 		config:                      config,
 		client:                      client,
-		imageStore:                  imagestore.NewStore(client),
+		imageStore:                  imagestore.NewStore(client.ImageService(), client.ContentStore(), platforms.Default()),
 		imageFSPath:                 imageFSPath,
 		snapshotStore:               snapshotstore.NewStore(),
 		unpackDuplicationSuppressor: kmutex.New(),
diff --git a/pkg/cri/sbserver/images/service_test.go b/pkg/cri/sbserver/images/service_test.go
index 6420e45f5..e1208169b 100644
--- a/pkg/cri/sbserver/images/service_test.go
+++ b/pkg/cri/sbserver/images/service_test.go
@@ -24,6 +24,7 @@ import (
 	criconfig "github.com/containerd/containerd/pkg/cri/config"
 	imagestore "github.com/containerd/containerd/pkg/cri/store/image"
 	snapshotstore "github.com/containerd/containerd/pkg/cri/store/snapshot"
+	"github.com/containerd/containerd/platforms"
 	"github.com/stretchr/testify/assert"
 )
 
@@ -42,7 +43,7 @@ func newTestCRIService() *CRIImageService {
 	return &CRIImageService{
 		config:        testConfig,
 		imageFSPath:   testImageFSPath,
-		imageStore:    imagestore.NewStore(nil),
+		imageStore:    imagestore.NewStore(nil, nil, platforms.Default()),
 		snapshotStore: snapshotstore.NewStore(),
 	}
 }
diff --git a/pkg/cri/server/service.go b/pkg/cri/server/service.go
index 259b6cfce..ef154e648 100644
--- a/pkg/cri/server/service.go
+++ b/pkg/cri/server/service.go
@@ -34,6 +34,7 @@ import (
 	"github.com/containerd/containerd/pkg/cri/nri"
 	"github.com/containerd/containerd/pkg/cri/streaming"
 	"github.com/containerd/containerd/pkg/kmutex"
+	"github.com/containerd/containerd/platforms"
 	"github.com/containerd/containerd/plugin"
 	cni "github.com/containerd/go-cni"
 	"google.golang.org/grpc"
@@ -128,7 +129,7 @@ func NewCRIService(config criconfig.Config, client *containerd.Client, nri *nri.
 		os:                          osinterface.RealOS{},
 		sandboxStore:                sandboxstore.NewStore(labels),
 		containerStore:              containerstore.NewStore(labels),
-		imageStore:                  imagestore.NewStore(client),
+		imageStore:                  imagestore.NewStore(client.ImageService(), client.ContentStore(), platforms.Default()),
 		snapshotStore:               snapshotstore.NewStore(),
 		sandboxNameIndex:            registrar.NewRegistrar(),
 		containerNameIndex:          registrar.NewRegistrar(),
diff --git a/pkg/cri/server/service_test.go b/pkg/cri/server/service_test.go
index 3143cedf6..1a715092c 100644
--- a/pkg/cri/server/service_test.go
+++ b/pkg/cri/server/service_test.go
@@ -22,6 +22,7 @@ import (
 	"testing"
 
 	"github.com/containerd/containerd/oci"
+	"github.com/containerd/containerd/platforms"
 	"github.com/containerd/go-cni"
 	"github.com/stretchr/testify/assert"
 	"github.com/stretchr/testify/require"
@@ -45,7 +46,7 @@ func newTestCRIService() *criService {
 		imageFSPath:        testImageFSPath,
 		os:                 ostesting.NewFakeOS(),
 		sandboxStore:       sandboxstore.NewStore(labels),
-		imageStore:         imagestore.NewStore(nil),
+		imageStore:         imagestore.NewStore(nil, nil, platforms.Default()),
 		snapshotStore:      snapshotstore.NewStore(),
 		sandboxNameIndex:   registrar.NewRegistrar(),
 		containerStore:     containerstore.NewStore(labels),
diff --git a/pkg/cri/store/image/fake_image.go b/pkg/cri/store/image/fake_image.go
index 4b4636004..96532aa93 100644
--- a/pkg/cri/store/image/fake_image.go
+++ b/pkg/cri/store/image/fake_image.go
@@ -16,12 +16,16 @@
 
 package image
 
-import "fmt"
+import (
+	"fmt"
+
+	"github.com/containerd/containerd/platforms"
+)
 
 // NewFakeStore returns an image store with predefined images.
 // Update is not allowed for this fake store.
 func NewFakeStore(images []Image) (*Store, error) {
-	s := NewStore(nil)
+	s := NewStore(nil, nil, platforms.Default())
 	for _, i := range images {
 		for _, ref := range i.References {
 			s.refCache[ref] = i.ID
diff --git a/pkg/cri/store/image/image.go b/pkg/cri/store/image/image.go
index 12e8e1188..71b22a0e4 100644
--- a/pkg/cri/store/image/image.go
+++ b/pkg/cri/store/image/image.go
@@ -18,15 +18,20 @@ package image
 
 import (
 	"context"
+	"encoding/json"
 	"fmt"
 	"sync"
 
-	"github.com/containerd/containerd"
+	"github.com/containerd/containerd/content"
 	"github.com/containerd/containerd/errdefs"
+	"github.com/containerd/containerd/images"
+	"github.com/containerd/containerd/images/usage"
 	"github.com/containerd/containerd/pkg/cri/labels"
 	"github.com/containerd/containerd/pkg/cri/util"
+	"github.com/containerd/containerd/platforms"
 	docker "github.com/distribution/reference"
 
+	"github.com/opencontainers/go-digest"
 	imagedigest "github.com/opencontainers/go-digest"
 	"github.com/opencontainers/go-digest/digestset"
 	imageidentity "github.com/opencontainers/image-spec/identity"
@@ -50,22 +55,39 @@ type Image struct {
 	Pinned bool
 }
 
+// InfoProvider provides both content and info about content
+type InfoProvider interface {
+	content.Provider
+	Info(ctx context.Context, dgst digest.Digest) (content.Info, error)
+}
+
 // Store stores all images.
 type Store struct {
 	lock sync.RWMutex
 	// refCache is a containerd image reference to image id cache.
 	refCache map[string]string
-	// client is the containerd client.
-	client *containerd.Client
+
+	// images is the local image store
+	images images.Store
+
+	// content provider
+	provider InfoProvider
+
+	// platform represents the currently supported platform for images
+	// TODO: Make this store multi-platform
+	platform platforms.MatchComparer
+
 	// store is the internal image store indexed by image id.
 	store *store
 }
 
 // NewStore creates an image store.
-func NewStore(client *containerd.Client) *Store {
+func NewStore(img images.Store, provider InfoProvider, platform platforms.MatchComparer) *Store {
 	return &Store{
 		refCache: make(map[string]string),
-		client:   client,
+		images:   img,
+		provider: provider,
+		platform: platform,
 		store: &store{
 			images:    make(map[string]Image),
 			digestSet: digestset.NewSet(),
@@ -77,13 +99,15 @@ func NewStore(client *containerd.Client) *Store {
 func (s *Store) Update(ctx context.Context, ref string) error {
 	s.lock.Lock()
 	defer s.lock.Unlock()
-	i, err := s.client.GetImage(ctx, ref)
+
+	i, err := s.images.Get(ctx, ref)
 	if err != nil && !errdefs.IsNotFound(err) {
 		return fmt.Errorf("get image from containerd: %w", err)
 	}
+
 	var img *Image
 	if err == nil {
-		img, err = getImage(ctx, i)
+		img, err = s.getImage(ctx, i)
 		if err != nil {
 			return fmt.Errorf("get image info from containerd: %w", err)
 		}
@@ -116,36 +140,40 @@ func (s *Store) update(ref string, img *Image) error {
 	return s.store.add(*img)
 }
 
-// getImage gets image information from containerd.
-func getImage(ctx context.Context, i containerd.Image) (*Image, error) {
-	// Get image information.
-	diffIDs, err := i.RootFS(ctx)
+// getImage gets image information from containerd for current platform.
+func (s *Store) getImage(ctx context.Context, i images.Image) (*Image, error) {
+	diffIDs, err := i.RootFS(ctx, s.provider, s.platform)
 	if err != nil {
 		return nil, fmt.Errorf("get image diffIDs: %w", err)
 	}
 	chainID := imageidentity.ChainID(diffIDs)
 
-	size, err := i.Size(ctx)
+	size, err := usage.CalculateImageUsage(ctx, i, s.provider, usage.WithManifestLimit(s.platform, 1), usage.WithManifestUsage())
 	if err != nil {
 		return nil, fmt.Errorf("get image compressed resource size: %w", err)
 	}
 
-	desc, err := i.Config(ctx)
+	desc, err := i.Config(ctx, s.provider, s.platform)
 	if err != nil {
 		return nil, fmt.Errorf("get image config descriptor: %w", err)
 	}
 	id := desc.Digest.String()
 
-	spec, err := i.Spec(ctx)
+	blob, err := content.ReadBlob(ctx, s.provider, desc)
 	if err != nil {
-		return nil, fmt.Errorf("failed to get OCI image spec: %w", err)
+		return nil, fmt.Errorf("read image config from content store: %w", err)
 	}
 
-	pinned := i.Labels()[labels.PinnedImageLabelKey] == labels.PinnedImageLabelValue
+	var spec imagespec.Image
+	if err := json.Unmarshal(blob, &spec); err != nil {
+		return nil, fmt.Errorf("unmarshal image config %s: %w", blob, err)
+	}
+
+	pinned := i.Labels[labels.PinnedImageLabelKey] == labels.PinnedImageLabelValue
 
 	return &Image{
 		ID:         id,
-		References: []string{i.Name()},
+		References: []string{i.Name},
 		ChainID:    chainID.String(),
 		Size:       size,
 		ImageSpec:  spec,