diff --git a/integration/container/list_test.go b/integration/container/list_test.go
index 9e971d6012..d5d776b6f4 100644
--- a/integration/container/list_test.go
+++ b/integration/container/list_test.go
@@ -2,7 +2,6 @@ package container
 
 import (
 	"context"
-	"fmt"
 	"testing"
 	"time"
 
@@ -65,7 +64,7 @@ func TestContainerList_Annotations(t *testing.T) {
 	}
 
 	for _, tc := range testcases {
-		t.Run(fmt.Sprintf("run with version v%s", tc.apiVersion), func(t *testing.T) {
+		t.Run("run with version v"+tc.apiVersion, func(t *testing.T) {
 			apiClient := request.NewAPIClient(t, client.WithAPIVersion(tc.apiVersion))
 			id := container.Create(ctx, t, apiClient, container.WithAnnotations(tc.expectedAnnotations))
 			defer container.Remove(ctx, t, apiClient, id, client.ContainerRemoveOptions{Force: true})
@@ -190,7 +189,7 @@ func TestContainerList_HealthSummary(t *testing.T) {
 	}
 
 	for _, tc := range testcases {
-		t.Run(fmt.Sprintf("run with version v%s", tc.apiVersion), func(t *testing.T) {
+		t.Run("run with version v"+tc.apiVersion, func(t *testing.T) {
 			apiClient := request.NewAPIClient(t, client.WithAPIVersion(tc.apiVersion))
 
 			cID := container.Run(ctx, t, apiClient, container.WithTty(true), container.WithWorkingDir("/foo"), func(c *container.TestContainerConfig) {
diff --git a/integration/container/nat_test.go b/integration/container/nat_test.go
index 4dd4d4bfbb..1277211e35 100644
--- a/integration/container/nat_test.go
+++ b/integration/container/nat_test.go
@@ -125,7 +125,7 @@ func startServerContainer(ctx context.Context, t *testing.T, msg string, port ui
 			c.HostConfig.PortBindings = network.PortMap{
 				network.MustParsePort(fmt.Sprintf("%d/tcp", port)): []network.PortBinding{
 					{
-						HostPort: fmt.Sprintf("%d", port),
+						HostPort: strconv.FormatUint(uint64(port), 10),
 					},
 				},
 			}
diff --git a/integration/image/tag_test.go b/integration/image/tag_test.go
index b11c0eb302..6db1c31603 100644
--- a/integration/image/tag_test.go
+++ b/integration/image/tag_test.go
@@ -1,7 +1,6 @@
 package image
 
 import (
-	"fmt"
 	"testing"
 
 	"github.com/moby/moby/client"
@@ -102,5 +101,5 @@ func TestTagMatchesDigest(t *testing.T) {
 
 	// check that no new image matches the digest
 	_, err = apiClient.ImageInspect(ctx, digest)
-	assert.Check(t, is.ErrorContains(err, fmt.Sprintf("No such image: %s", digest)))
+	assert.Check(t, is.ErrorContains(err, "No such image: "+digest))
 }
diff --git a/integration/network/helpers.go b/integration/network/helpers.go
index 61c09783d7..99f30e9ad7 100644
--- a/integration/network/helpers.go
+++ b/integration/network/helpers.go
@@ -62,7 +62,7 @@ func IsNetworkAvailable(ctx context.Context, c client.NetworkAPIClient, name str
 				return is.ResultSuccess
 			}
 		}
-		return is.ResultFailure(fmt.Sprintf("could not find network %s", name))
+		return is.ResultFailure("could not find network " + name)
 	}
 }
 
diff --git a/integration/network/network_linux_test.go b/integration/network/network_linux_test.go
index 107248330b..15bf456ebf 100644
--- a/integration/network/network_linux_test.go
+++ b/integration/network/network_linux_test.go
@@ -6,6 +6,7 @@ import (
 	"fmt"
 	"os/exec"
 	"slices"
+	"strconv"
 	"strings"
 	"syscall"
 	"testing"
@@ -144,7 +145,7 @@ func TestDefaultNetworkOpts(t *testing.T) {
 				network.CreateNoError(ctx, t, c, "from-net", func(create *client.NetworkCreateOptions) {
 					create.ConfigOnly = true
 					create.Options = map[string]string{
-						"com.docker.network.driver.mtu": fmt.Sprint(tc.mtu),
+						"com.docker.network.driver.mtu": strconv.Itoa(tc.mtu),
 					}
 				})
 				defer c.NetworkRemove(ctx, "from-net", client.NetworkRemoveOptions{})
diff --git a/integration/network/network_test.go b/integration/network/network_test.go
index 175797879e..a19f359428 100644
--- a/integration/network/network_test.go
+++ b/integration/network/network_test.go
@@ -2,7 +2,6 @@ package network
 
 import (
 	"encoding/json"
-	"fmt"
 	"net/http"
 	"slices"
 	"testing"
@@ -146,7 +145,7 @@ func TestAPINetworkFilter(t *testing.T) {
 			found = true
 		}
 	}
-	assert.Assert(t, found, fmt.Sprintf("%s is not found", networkName))
+	assert.Assert(t, found, networkName+" is not found")
 }
 
 func TestNetworkInspectWithScope(t *testing.T) {