diff --git a/moto/kinesis/models.py b/moto/kinesis/models.py
index e7a389981..965f3367a 100644
--- a/moto/kinesis/models.py
+++ b/moto/kinesis/models.py
@@ -222,12 +222,8 @@ class DeliveryStream(BaseModel):
         self.redshift_role_arn = stream_kwargs.get('redshift_role_arn')
         self.redshift_copy_command = stream_kwargs.get('redshift_copy_command')
 
-        self.s3_role_arn = stream_kwargs.get('s3_role_arn')
-        self.s3_bucket_arn = stream_kwargs.get('s3_bucket_arn')
-        self.s3_prefix = stream_kwargs.get('s3_prefix')
-        self.s3_compression_format = stream_kwargs.get(
-            's3_compression_format', 'UNCOMPRESSED')
-        self.s3_buffering_hings = stream_kwargs.get('s3_buffering_hings')
+        self.s3_config = stream_kwargs.get('s3_config')
+        self.extended_s3_config = stream_kwargs.get('extended_s3_config')
 
         self.redshift_s3_role_arn = stream_kwargs.get('redshift_s3_role_arn')
         self.redshift_s3_bucket_arn = stream_kwargs.get(
@@ -235,8 +231,8 @@ class DeliveryStream(BaseModel):
         self.redshift_s3_prefix = stream_kwargs.get('redshift_s3_prefix')
         self.redshift_s3_compression_format = stream_kwargs.get(
             'redshift_s3_compression_format', 'UNCOMPRESSED')
-        self.redshift_s3_buffering_hings = stream_kwargs.get(
-            'redshift_s3_buffering_hings')
+        self.redshift_s3_buffering_hints = stream_kwargs.get(
+            'redshift_s3_buffering_hints')
 
         self.records = []
         self.status = 'ACTIVE'
@@ -248,16 +244,15 @@ class DeliveryStream(BaseModel):
         return 'arn:aws:firehose:us-east-1:123456789012:deliverystream/{0}'.format(self.name)
 
     def destinations_to_dict(self):
-        if self.s3_role_arn:
+        if self.s3_config:
             return [{
                 'DestinationId': 'string',
-                'S3DestinationDescription': {
-                    'RoleARN': self.s3_role_arn,
-                    'BucketARN': self.s3_bucket_arn,
-                    'Prefix': self.s3_prefix,
-                    'BufferingHints': self.s3_buffering_hings,
-                    'CompressionFormat': self.s3_compression_format,
-                }
+                'S3DestinationDescription': self.s3_config,
+            }]
+        elif self.extended_s3_config:
+            return [{
+                'DestinationId': 'string',
+                'ExtendedS3DestinationDescription': self.extended_s3_config,
             }]
         else:
             return [{
@@ -268,7 +263,7 @@ class DeliveryStream(BaseModel):
                         "RoleARN": self.redshift_role_arn,
                         "S3DestinationDescription": {
                             "BucketARN": self.redshift_s3_bucket_arn,
-                            "BufferingHints": self.redshift_s3_buffering_hings,
+                            "BufferingHints": self.redshift_s3_buffering_hints,
                             "CompressionFormat": self.redshift_s3_compression_format,
                             "Prefix": self.redshift_s3_prefix,
                             "RoleARN": self.redshift_s3_role_arn
diff --git a/moto/kinesis/responses.py b/moto/kinesis/responses.py
index 3a81bd9f4..aa2b8c225 100644
--- a/moto/kinesis/responses.py
+++ b/moto/kinesis/responses.py
@@ -149,6 +149,10 @@ class KinesisResponse(BaseResponse):
         stream_name = self.parameters['DeliveryStreamName']
         redshift_config = self.parameters.get(
             'RedshiftDestinationConfiguration')
+        s3_config = self.parameters.get(
+            'S3DestinationConfiguration')
+        extended_s3_config = self.parameters.get(
+            'ExtendedS3DestinationConfiguration')
 
         if redshift_config:
             redshift_s3_config = redshift_config['S3Configuration']
@@ -163,18 +167,13 @@ class KinesisResponse(BaseResponse):
                 'redshift_s3_bucket_arn': redshift_s3_config['BucketARN'],
                 'redshift_s3_prefix': redshift_s3_config['Prefix'],
                 'redshift_s3_compression_format': redshift_s3_config.get('CompressionFormat'),
-                'redshift_s3_buffering_hings': redshift_s3_config['BufferingHints'],
-            }
-        else:
-            # S3 Config
-            s3_config = self.parameters['S3DestinationConfiguration']
-            stream_kwargs = {
-                's3_role_arn': s3_config['RoleARN'],
-                's3_bucket_arn': s3_config['BucketARN'],
-                's3_prefix': s3_config['Prefix'],
-                's3_compression_format': s3_config.get('CompressionFormat'),
-                's3_buffering_hings': s3_config['BufferingHints'],
+                'redshift_s3_buffering_hints': redshift_s3_config['BufferingHints'],
             }
+        elif s3_config:
+            stream_kwargs = {'s3_config': s3_config}
+        elif extended_s3_config:
+            stream_kwargs = {'extended_s3_config': extended_s3_config}
+
         stream = self.kinesis_backend.create_delivery_stream(
             stream_name, **stream_kwargs)
         return json.dumps({
diff --git a/tests/test_kinesis/test_firehose.py b/tests/test_kinesis/test_firehose.py
index 6ab46c6f9..91c1038d3 100644
--- a/tests/test_kinesis/test_firehose.py
+++ b/tests/test_kinesis/test_firehose.py
@@ -9,7 +9,41 @@ import sure  # noqa
 from moto import mock_kinesis
 
 
-def create_stream(client, stream_name):
+def create_s3_delivery_stream(client, stream_name):
+    return client.create_delivery_stream(
+        DeliveryStreamName=stream_name,
+        DeliveryStreamType="DirectPut",
+        ExtendedS3DestinationConfiguration={
+            'RoleARN': 'arn:aws:iam::123456789012:role/firehose_delivery_role',
+            'BucketARN': 'arn:aws:s3:::kinesis-test',
+            'Prefix': 'myFolder/',
+            'CompressionFormat': 'UNCOMPRESSED',
+            'DataFormatConversionConfiguration': {
+                'Enabled': True,
+                'InputFormatConfiguration': {
+                    'Deserializer': {
+                        'HiveJsonSerDe': {
+                        },
+                    },
+                },
+                'OutputFormatConfiguration': {
+                    'Serializer': {
+                        'ParquetSerDe': {
+                            'Compression': 'SNAPPY',
+                        },
+                    },
+                },
+                'SchemaConfiguration': {
+                    'DatabaseName': stream_name,
+                    'RoleARN': 'arn:aws:iam::123456789012:role/firehose_delivery_role',
+                    'TableName': 'outputTable',
+                },
+            },
+        })
+
+
+
+def create_redshift_delivery_stream(client, stream_name):
     return client.create_delivery_stream(
         DeliveryStreamName=stream_name,
         RedshiftDestinationConfiguration={
@@ -36,10 +70,10 @@ def create_stream(client, stream_name):
 
 
 @mock_kinesis
-def test_create_stream():
+def test_create_redshift_delivery_stream():
     client = boto3.client('firehose', region_name='us-east-1')
 
-    response = create_stream(client, 'stream1')
+    response = create_redshift_delivery_stream(client, 'stream1')
     stream_arn = response['DeliveryStreamARN']
 
     response = client.describe_delivery_stream(DeliveryStreamName='stream1')
@@ -82,6 +116,60 @@ def test_create_stream():
     })
 
 
+@mock_kinesis
+def test_create_s3_delivery_stream():
+    client = boto3.client('firehose', region_name='us-east-1')
+
+    response = create_s3_delivery_stream(client, 'stream1')
+    stream_arn = response['DeliveryStreamARN']
+
+    response = client.describe_delivery_stream(DeliveryStreamName='stream1')
+    stream_description = response['DeliveryStreamDescription']
+
+    # Sure and Freezegun don't play nicely together
+    _ = stream_description.pop('CreateTimestamp')
+    _ = stream_description.pop('LastUpdateTimestamp')
+
+    stream_description.should.equal({
+        'DeliveryStreamName': 'stream1',
+        'DeliveryStreamARN': stream_arn,
+        'DeliveryStreamStatus': 'ACTIVE',
+        'VersionId': 'string',
+        'Destinations': [
+            {
+                'DestinationId': 'string',
+                'ExtendedS3DestinationDescription': {
+                    'RoleARN': 'arn:aws:iam::123456789012:role/firehose_delivery_role',
+                    'BucketARN': 'arn:aws:s3:::kinesis-test',
+                    'Prefix': 'myFolder/',
+                    'CompressionFormat': 'UNCOMPRESSED',
+                    'DataFormatConversionConfiguration': {
+                        'Enabled': True,
+                        'InputFormatConfiguration': {
+                            'Deserializer': {
+                                'HiveJsonSerDe': {
+                                },
+                            },
+                        },
+                        'OutputFormatConfiguration': {
+                            'Serializer': {
+                                'ParquetSerDe': {
+                                    'Compression': 'SNAPPY',
+                                },
+                            },
+                        },
+                        'SchemaConfiguration': {
+                            'DatabaseName': 'stream1',
+                            'RoleARN': 'arn:aws:iam::123456789012:role/firehose_delivery_role',
+                            'TableName': 'outputTable',
+                        },
+                    },
+                },
+            },
+        ],
+        "HasMoreDestinations": False,
+    })
+
 @mock_kinesis
 def test_create_stream_without_redshift():
     client = boto3.client('firehose', region_name='us-east-1')
@@ -145,8 +233,8 @@ def test_deescribe_non_existant_stream():
 def test_list_and_delete_stream():
     client = boto3.client('firehose', region_name='us-east-1')
 
-    create_stream(client, 'stream1')
-    create_stream(client, 'stream2')
+    create_redshift_delivery_stream(client, 'stream1')
+    create_redshift_delivery_stream(client, 'stream2')
 
     set(client.list_delivery_streams()['DeliveryStreamNames']).should.equal(
         set(['stream1', 'stream2']))
@@ -161,7 +249,7 @@ def test_list_and_delete_stream():
 def test_put_record():
     client = boto3.client('firehose', region_name='us-east-1')
 
-    create_stream(client, 'stream1')
+    create_redshift_delivery_stream(client, 'stream1')
     client.put_record(
         DeliveryStreamName='stream1',
         Record={
@@ -174,7 +262,7 @@ def test_put_record():
 def test_put_record_batch():
     client = boto3.client('firehose', region_name='us-east-1')
 
-    create_stream(client, 'stream1')
+    create_redshift_delivery_stream(client, 'stream1')
     client.put_record_batch(
         DeliveryStreamName='stream1',
         Records=[