diff --git a/src/ModelFactory.php b/src/ModelFactory.php
index 9c1c08a..3894515 100644
--- a/src/ModelFactory.php
+++ b/src/ModelFactory.php
@@ -75,6 +75,8 @@ use LogicException;
 use Psr\Log\LoggerInterface;
 use Psr\Log\NullLogger;
 use ReflectionException;
+use TypeError;
+use ValueError;
 
 /**
  * Creates DTOs from raw associative arrays returned by the API client.
@@ -375,27 +377,41 @@ readonly class ModelFactory
      */
     public function createUpdate(array $data): AbstractUpdate
     {
-        return match (UpdateType::tryFrom($data['update_type'] ?? '')) {
-            UpdateType::MessageCreated => MessageCreatedUpdate::fromArray($data),
-            UpdateType::MessageCallback => MessageCallbackUpdate::fromArray($data),
-            UpdateType::MessageEdited => MessageEditedUpdate::fromArray($data),
-            UpdateType::MessageRemoved => MessageRemovedUpdate::fromArray($data),
-            UpdateType::BotAdded => BotAddedToChatUpdate::fromArray($data),
-            UpdateType::BotRemoved => BotRemovedFromChatUpdate::fromArray($data),
-            UpdateType::DialogMuted => DialogMutedUpdate::fromArray($data),
-            UpdateType::DialogUnmuted => DialogUnmutedUpdate::fromArray($data),
-            UpdateType::DialogCleared => DialogClearedUpdate::fromArray($data),
-            UpdateType::DialogRemoved => DialogRemovedUpdate::fromArray($data),
-            UpdateType::UserAdded => UserAddedToChatUpdate::fromArray($data),
-            UpdateType::UserRemoved => UserRemovedFromChatUpdate::fromArray($data),
-            UpdateType::BotStarted => BotStartedUpdate::fromArray($data),
-            UpdateType::BotStopped => BotStoppedUpdate::fromArray($data),
-            UpdateType::ChatTitleChanged => ChatTitleChangedUpdate::fromArray($data),
-            UpdateType::MessageChatCreated => MessageChatCreatedUpdate::fromArray($data),
-            default => throw new LogicException(
-                'Unknown or unsupported update type received: ' . ($data['update_type'] ?? 'none')
-            ),
-        };
+        try {
+            return match (UpdateType::tryFrom($data['update_type'] ?? '')) {
+                UpdateType::MessageCreated => MessageCreatedUpdate::fromArray($data),
+                UpdateType::MessageCallback => MessageCallbackUpdate::fromArray($data),
+                UpdateType::MessageEdited => MessageEditedUpdate::fromArray($data),
+                UpdateType::MessageRemoved => MessageRemovedUpdate::fromArray($data),
+                UpdateType::BotAdded => BotAddedToChatUpdate::fromArray($data),
+                UpdateType::BotRemoved => BotRemovedFromChatUpdate::fromArray($data),
+                UpdateType::DialogMuted => DialogMutedUpdate::fromArray($data),
+                UpdateType::DialogUnmuted => DialogUnmutedUpdate::fromArray($data),
+                UpdateType::DialogCleared => DialogClearedUpdate::fromArray($data),
+                UpdateType::DialogRemoved => DialogRemovedUpdate::fromArray($data),
+                UpdateType::UserAdded => UserAddedToChatUpdate::fromArray($data),
+                UpdateType::UserRemoved => UserRemovedFromChatUpdate::fromArray($data),
+                UpdateType::BotStarted => BotStartedUpdate::fromArray($data),
+                UpdateType::BotStopped => BotStoppedUpdate::fromArray($data),
+                UpdateType::ChatTitleChanged => ChatTitleChangedUpdate::fromArray($data),
+                UpdateType::MessageChatCreated => MessageChatCreatedUpdate::fromArray($data),
+                default => throw new LogicException(
+                    'Unknown or unsupported update type received: ' . ($data['update_type'] ?? 'none')
+                ),
+            };
+        } catch (TypeError|ValueError $e) {
+            // The update type is known, but its payload does not fit the model: the API has
+            // changed a field. Skip it like an unsupported update, so a webhook or a long-polling
+            // loop does not stop on it, but log it louder.
+            $message = sprintf(
+                'Failed to parse update of type %s: %s',
+                is_string($data['update_type'] ?? null) ? $data['update_type'] : 'none',
+                $e->getMessage(),
+            );
+            $this->logger->warning($message, ['payload' => $data, 'exception' => $e]);
+
+            throw new LogicException($message, 0, $e);
+        }
     }
 
     /**
diff --git a/tests/ModelFactoryTest.php b/tests/ModelFactoryTest.php
index c2b1ea4..dcfd2c9 100644
--- a/tests/ModelFactoryTest.php
+++ b/tests/ModelFactoryTest.php
@@ -783,6 +783,63 @@ final class ModelFactoryTest extends TestCase
         $assertionCallback($this, $attachment);
     }
 
+    #[Test]
+    public function createUpdateTurnsPayloadThatDoesNotFitTheModelIntoLogicException(): void
+    {
+        $logger = $this->createMock(LoggerInterface::class);
+        $logger->expects($this->once())
+            ->method('warning')
+            ->with($this->stringStartsWith('Failed to parse update of type bot_started: '));
+        $factory = new ModelFactory($logger);
+
+        try {
+            // `user` is required by BotStartedUpdate
+            $factory->createUpdate(['update_type' => 'bot_started', 'timestamp' => 1, 'chat_id' => 123]);
+            $this->fail('LogicException expected');
+        } catch (LogicException $e) {
+            $this->assertInstanceOf(\TypeError::class, $e->getPrevious());
+        }
+    }
+
+    #[Test]
+    public function createUpdateListSkipsUpdatesThatDoNotFitTheirModel(): void
+    {
+        $logger = $this->createMock(LoggerInterface::class);
+        $logger->expects($this->exactly(2))->method('warning');
+        $factory = new ModelFactory($logger);
+
+        $updateList = $factory->createUpdateList([
+            'updates' => [
+                // TypeError: a required field is missing
+                ['update_type' => 'bot_started', 'timestamp' => 1, 'chat_id' => 123],
+                // ValueError: an enum value the library does not know yet
+                [
+                    'update_type' => 'message_created',
+                    'timestamp' => 2,
+                    'message' => [
+                        'timestamp' => 2,
+                        'body' => ['mid' => 'mid.1', 'seq' => 1],
+                        'recipient' => ['chat_type' => 'some_new_chat_type'],
+                    ],
+                ],
+                [
+                    'update_type' => 'message_created',
+                    'timestamp' => 3,
+                    'message' => [
+                        'timestamp' => 3,
+                        'body' => ['mid' => 'mid.2', 'seq' => 2],
+                        'recipient' => ['chat_type' => 'dialog'],
+                    ],
+                ],
+            ],
+            'marker' => 7,
+        ]);
+
+        $this->assertCount(1, $updateList->updates);
+        $this->assertInstanceOf(MessageCreatedUpdate::class, $updateList->updates[0]);
+        $this->assertSame(7, $updateList->marker);
+    }
+
     #[Test]
     public function createUpdateListCatchesAndLogsLogicException(): void
     {
diff --git a/tests/WebhookHandlerTest.php b/tests/WebhookHandlerTest.php
index 80352e7..3f2b114 100644
--- a/tests/WebhookHandlerTest.php
+++ b/tests/WebhookHandlerTest.php
@@ -40,6 +40,7 @@ use Psr\Log\LoggerInterface;
 #[UsesClass(Recipient::class)]
 #[UsesClass(AbstractUpdate::class)]
 #[UsesClass(MessageCreatedUpdate::class)]
+#[UsesClass(ModelFactory::class)]
 final class WebhookHandlerTest extends TestCase
 {
     use PHPMock;
@@ -226,4 +227,26 @@ final class WebhookHandlerTest extends TestCase
 
         $handler->handle($request);
     }
+
+    #[Test]
+    public function handleSkipsUpdateThatDoesNotFitItsModel(): void
+    {
+        // `user` is required by BotStartedUpdate: before, the TypeError escaped the handler
+        $payload = '{"update_type":"bot_started","timestamp":123,"chat_id":1}';
+        $request = $this->createMockRequest($payload, self::SECRET);
+
+        $this->loggerMock->expects($this->once())
+            ->method('warning')
+            ->with($this->stringStartsWith('Failed to parse update of type bot_started: '));
+
+        $handlerWasCalled = false;
+        $this->dispatcher->addHandler(UpdateType::BotStarted, function () use (&$handlerWasCalled) {
+            $handlerWasCalled = true;
+        });
+
+        $handler = new WebhookHandler($this->dispatcher, new ModelFactory($this->loggerMock), $this->loggerMock, self::SECRET);
+        $handler->handle($request);
+
+        $this->assertFalse($handlerWasCalled);
+    }
 }