diff --git a/CHANGELOG_PENDING.md b/CHANGELOG_PENDING.md
index 8a1927a39ca..e4198e08807 100644
--- a/CHANGELOG_PENDING.md
+++ b/CHANGELOG_PENDING.md
@@ -3,3 +3,5 @@
 ### SDK Enhancements
 
 ### SDK Bugs
+* The logging behavior in `aws/ec2metadata/token_provider.go` was updated: warnings about falling back to IMDSv1 are now logged only when LogLevel is set to `LogDebugWithDeprecated`.
+  * This change prevents unnecessary warnings when LogLevel is set to suppress messages.  
\ No newline at end of file
diff --git a/aws/ec2metadata/token_provider.go b/aws/ec2metadata/token_provider.go
index 604aeffdeb4..f1f9ba4ec58 100644
--- a/aws/ec2metadata/token_provider.go
+++ b/aws/ec2metadata/token_provider.go
@@ -2,6 +2,7 @@ package ec2metadata
 
 import (
 	"fmt"
+	"github.com/aws/aws-sdk-go/aws"
 	"net/http"
 	"sync/atomic"
 	"time"
@@ -65,7 +66,9 @@ func (t *tokenProvider) fetchTokenHandler(r *request.Request) {
 			switch requestFailureError.StatusCode() {
 			case http.StatusForbidden, http.StatusNotFound, http.StatusMethodNotAllowed:
 				atomic.StoreUint32(&t.disabled, 1)
-				t.client.Config.Logger.Log(fmt.Sprintf("WARN: failed to get session token, falling back to IMDSv1: %v", requestFailureError))
+				if t.client.Config.LogLevel.Matches(aws.LogDebugWithDeprecated) {
+					t.client.Config.Logger.Log(fmt.Sprintf("WARN: failed to get session token, falling back to IMDSv1: %v", requestFailureError))
+				}
 			case http.StatusBadRequest:
 				r.Error = requestFailureError
 			}