diff --git a/tests/integrations/clickhouse_driver/test_clickhouse_driver.py b/tests/integrations/clickhouse_driver/test_clickhouse_driver.py
index aca5ad5b47..d4ac66551b 100644
--- a/tests/integrations/clickhouse_driver/test_clickhouse_driver.py
+++ b/tests/integrations/clickhouse_driver/test_clickhouse_driver.py
@@ -21,7 +21,6 @@
 def test_clickhouse_client_breadcrumbs(sentry_init, capture_events) -> None:
     sentry_init(
         integrations=[ClickhouseDriverIntegration()],
-        data_collection={},
     )
     events = capture_events()
 
@@ -418,7 +417,6 @@ def test_clickhouse_client_spans(
     sentry_init(
         integrations=[ClickhouseDriverIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
     items = capture_items("span")
 
@@ -547,7 +545,6 @@ def test_clickhouse_client_spans(
 def test_clickhouse_dbapi_breadcrumbs(sentry_init, capture_events) -> None:
     sentry_init(
         integrations=[ClickhouseDriverIntegration()],
-        data_collection={},
     )
     events = capture_events()
 
@@ -650,7 +647,6 @@ def test_clickhouse_dbapi_spans(
     sentry_init(
         integrations=[ClickhouseDriverIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
     items = capture_items("span")
 
@@ -777,7 +773,6 @@ def test_span_origin(sentry_init, capture_items):
     sentry_init(
         integrations=[ClickhouseDriverIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
     items = capture_items("span")
 
diff --git a/tests/integrations/cohere/test_cohere.py b/tests/integrations/cohere/test_cohere.py
index e1efdd0652..b483fff24c 100644
--- a/tests/integrations/cohere/test_cohere.py
+++ b/tests/integrations/cohere/test_cohere.py
@@ -377,7 +377,6 @@ def test_bad_chat(sentry_init, capture_items):
     sentry_init(
         integrations=[CohereIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     items = capture_items("event", "span")
@@ -401,7 +400,6 @@ def test_span_status_error(sentry_init, capture_items):
     sentry_init(
         integrations=[CohereIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
     items = capture_items("span")
 
@@ -423,7 +421,6 @@ def test_span_origin_chat(sentry_init, capture_items):
     sentry_init(
         integrations=[CohereIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     items = capture_items("span")
@@ -459,7 +456,6 @@ def test_span_origin_embed(sentry_init, capture_items):
     sentry_init(
         integrations=[CohereIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     items = capture_items("span")
diff --git a/tests/integrations/falcon/test_falcon.py b/tests/integrations/falcon/test_falcon.py
index 0cc3e83a7f..329e26ba5f 100644
--- a/tests/integrations/falcon/test_falcon.py
+++ b/tests/integrations/falcon/test_falcon.py
@@ -68,7 +68,6 @@ def test_has_context(
 ):
     sentry_init(
         integrations=[FalconIntegration()],
-        data_collection={},
     )
 
     client = make_client()
@@ -278,7 +277,6 @@ def test_falcon_large_json_request(
         integrations=[FalconIntegration()],
         max_request_body_size="always",
         max_value_length=max_value_length,
-        data_collection={},
     )
 
     data = {"foo": {"bar": "a" * (1034)}}
@@ -361,7 +359,6 @@ def test_falcon_raw_data_request(
 ):
     sentry_init(
         integrations=[FalconIntegration()],
-        data_collection={},
     )
 
     class Resource:
@@ -626,7 +623,6 @@ def on_post(self, req, _):
 
     sentry_init(
         integrations=[FalconIntegration()],
-        data_collection={},
     )
 
     try:
diff --git a/tests/integrations/fastapi/test_fastapi.py b/tests/integrations/fastapi/test_fastapi.py
index 05337cd7e0..4937354e92 100644
--- a/tests/integrations/fastapi/test_fastapi.py
+++ b/tests/integrations/fastapi/test_fastapi.py
@@ -128,7 +128,6 @@ async def body_form(
 async def test_request_info_json_body(sentry_init, capture_items):
     sentry_init(
         traces_sample_rate=1.0,
-        data_collection={},
         integrations=[StarletteIntegration()],
     )
 
@@ -169,7 +168,6 @@ async def test_request_info_json_body(sentry_init, capture_items):
 async def test_formdata_request_body(sentry_init, capture_items):
     sentry_init(
         traces_sample_rate=1.0,
-        data_collection={},
         max_request_body_size="always",
         integrations=[StarletteIntegration()],
     )
@@ -215,7 +213,6 @@ async def test_formdata_request_body(sentry_init, capture_items):
 async def test_request_body_too_big(sentry_init, capture_items):
     sentry_init(
         traces_sample_rate=1.0,
-        data_collection={},
         integrations=[StarletteIntegration()],
     )
 
@@ -343,7 +340,6 @@ async def test_response(sentry_init, capture_events):
     sentry_init(
         integrations=[StarletteIntegration(), FastApiIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     app = fastapi_app_factory()
@@ -729,7 +725,6 @@ def test_transaction_http_method_custom(sentry_init, capture_items):
 def test_request_url(sentry_init, capture_items):
     sentry_init(
         traces_sample_rate=1.0,
-        data_collection={},
         integrations=[
             StarletteIntegration(),
         ],
diff --git a/tests/integrations/fastmcp/test_fastmcp.py b/tests/integrations/fastmcp/test_fastmcp.py
index edf101a330..821a2dcb7c 100644
--- a/tests/integrations/fastmcp/test_fastmcp.py
+++ b/tests/integrations/fastmcp/test_fastmcp.py
@@ -539,7 +539,6 @@ async def test_fastmcp_tool_with_error(
     sentry_init(
         integrations=[MCPIntegration(), LoggingIntegration(event_level=logging.ERROR)],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     mcp = FastMCP("Test Server")
@@ -785,7 +784,6 @@ async def test_fastmcp_resource_sync(
     sentry_init(
         integrations=[MCPIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     mcp = FastMCP("Test Server")
@@ -834,7 +832,6 @@ async def test_fastmcp_resource_async(sentry_init, capture_items, FastMCP, json_
     sentry_init(
         integrations=[MCPIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     mcp = FastMCP("Test Server")
@@ -908,7 +905,6 @@ async def test_fastmcp_span_origin(
     sentry_init(
         integrations=[MCPIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     mcp = FastMCP("Test Server")
@@ -950,7 +946,6 @@ def test_fastmcp_http_transport(sentry_init, capture_items, FastMCP, json_rpc):
     sentry_init(
         integrations=[MCPIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     mcp = FastMCP("Test Server")
@@ -1014,7 +1009,6 @@ async def test_fastmcp_stdio_transport(
     sentry_init(
         integrations=[MCPIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     mcp = FastMCP("Test Server")
diff --git a/tests/integrations/google_genai/test_google_genai.py b/tests/integrations/google_genai/test_google_genai.py
index 286650d872..e268be4230 100644
--- a/tests/integrations/google_genai/test_google_genai.py
+++ b/tests/integrations/google_genai/test_google_genai.py
@@ -478,7 +478,6 @@ def test_error_handling(
     sentry_init(
         integrations=[GoogleGenAIIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
     items = capture_items("event")
 
@@ -658,7 +657,6 @@ def test_span_origin(
     sentry_init(
         integrations=[GoogleGenAIIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     mock_http_response = create_mock_http_response(EXAMPLE_API_RESPONSE_JSON)
@@ -687,7 +685,6 @@ def test_response_without_usage_metadata(
     sentry_init(
         integrations=[GoogleGenAIIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     # Response without usage metadata
@@ -807,7 +804,6 @@ def test_all_configuration_parameters(
     sentry_init(
         integrations=[GoogleGenAIIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     mock_http_response = create_mock_http_response(EXAMPLE_API_RESPONSE_JSON)
@@ -851,7 +847,6 @@ def test_empty_response(
     sentry_init(
         integrations=[GoogleGenAIIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     # Minimal response with empty candidates array
@@ -885,7 +880,6 @@ def test_response_with_different_id_fields(
     sentry_init(
         integrations=[GoogleGenAIIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     # Response with response_id and model_version
@@ -928,7 +922,6 @@ def test_tool_with_async_function(sentry_init):
     sentry_init(
         integrations=[GoogleGenAIIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     # Create an async tool function
@@ -1280,7 +1273,6 @@ def test_embed_content_error_handling(
     sentry_init(
         integrations=[GoogleGenAIIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
     items = capture_items("event")
 
@@ -1312,7 +1304,6 @@ def test_embed_content_without_statistics(
     sentry_init(
         integrations=[GoogleGenAIIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     # Response without statistics (typical for older google-genai versions)
@@ -1356,7 +1347,6 @@ def test_embed_content_span_origin(
     sentry_init(
         integrations=[GoogleGenAIIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     mock_http_response = create_mock_http_response(EXAMPLE_EMBED_RESPONSE_JSON)
@@ -1564,7 +1554,6 @@ async def test_async_embed_content_error_handling(
     sentry_init(
         integrations=[GoogleGenAIIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
     items = capture_items("event")
 
@@ -1597,7 +1586,6 @@ async def test_async_embed_content_without_statistics(
     sentry_init(
         integrations=[GoogleGenAIIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     # Response without statistics (typical for older google-genai versions)
@@ -1644,7 +1632,6 @@ async def test_async_embed_content_span_origin(
     sentry_init(
         integrations=[GoogleGenAIIntegration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     mock_http_response = create_mock_http_response(EXAMPLE_EMBED_RESPONSE_JSON)
diff --git a/tests/integrations/graphene/test_graphene.py b/tests/integrations/graphene/test_graphene.py
index 356f781c1f..22f7049978 100644
--- a/tests/integrations/graphene/test_graphene.py
+++ b/tests/integrations/graphene/test_graphene.py
@@ -128,7 +128,6 @@ def test_no_event_if_no_errors_async(sentry_init, capture_events):
             FastApiIntegration(),
             StarletteIntegration(),
         ],
-        data_collection={},
     )
     events = capture_events()
 
@@ -157,7 +156,6 @@ def test_no_event_if_no_errors_sync(sentry_init, capture_events):
             GrapheneIntegration(),
             FlaskIntegration(),
         ],
-        data_collection={},
     )
     events = capture_events()
 
@@ -185,7 +183,6 @@ def test_graphql_span_holds_query_information(sentry_init, capture_items):
         integrations=[GrapheneIntegration(), FlaskIntegration()],
         traces_sample_rate=1.0,
         default_integrations=False,
-        data_collection={},
     )
     items = capture_items("span")
 
@@ -353,7 +350,6 @@ def test_breadcrumbs_hold_query_information_on_error(sentry_init, capture_items)
             GrapheneIntegration(),
         ],
         default_integrations=False,
-        data_collection={},
     )
     items = capture_items("span", "event")
 
diff --git a/tests/integrations/httpx2/test_httpx2.py b/tests/integrations/httpx2/test_httpx2.py
index 11f3a4a3e7..2c9b130a84 100644
--- a/tests/integrations/httpx2/test_httpx2.py
+++ b/tests/integrations/httpx2/test_httpx2.py
@@ -29,7 +29,6 @@ def before_breadcrumb(crumb, hint):
     sentry_init(
         integrations=[Httpx2Integration()],
         before_breadcrumb=before_breadcrumb,
-        data_collection={},
     )
 
     url = "http://example.com/"
@@ -72,7 +71,6 @@ def before_breadcrumb(crumb, hint):
     sentry_init(
         integrations=[Httpx2Integration()],
         before_breadcrumb=before_breadcrumb,
-        data_collection={},
     )
 
     url = "http://example.com/"
@@ -187,7 +185,6 @@ def test_crumb_capture_client_error_sync(
 
     sentry_init(
         integrations=[Httpx2Integration()],
-        data_collection={},
     )
 
     url = "http://example.com/"
@@ -240,7 +237,6 @@ async def test_crumb_capture_client_error_async(
 
     sentry_init(
         integrations=[Httpx2Integration()],
-        data_collection={},
     )
 
     url = "http://example.com/"
@@ -1255,7 +1251,6 @@ def test_http_url_attributes_no_query_or_fragment_sync(
     sentry_init(
         integrations=[Httpx2Integration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     items = capture_items("span")
@@ -1285,7 +1280,6 @@ async def test_http_url_attributes_no_query_or_fragment_async(
     sentry_init(
         integrations=[Httpx2Integration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     items = capture_items("span")
@@ -1575,7 +1569,6 @@ def test_omit_url_data_if_parsing_fails(
     sentry_init(
         integrations=[Httpx2Integration()],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     items = capture_items("span")
diff --git a/tests/integrations/huggingface_hub/test_huggingface_hub.py b/tests/integrations/huggingface_hub/test_huggingface_hub.py
index bd0b747c54..d554a7a78e 100644
--- a/tests/integrations/huggingface_hub/test_huggingface_hub.py
+++ b/tests/integrations/huggingface_hub/test_huggingface_hub.py
@@ -999,7 +999,6 @@ def test_chat_completion_api_error(
 ) -> None:
     sentry_init(
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     client = InferenceClient(model="test-model", provider="hf-inference")
@@ -1060,7 +1059,6 @@ def test_span_status_error(
 
     sentry_init(
         traces_sample_rate=1.0,
-        data_collection={},
     )
     items = capture_items("event", "span")
 
diff --git a/tests/integrations/langchain/test_langchain.py b/tests/integrations/langchain/test_langchain.py
index 7a07b9f255..4e29df7e71 100644
--- a/tests/integrations/langchain/test_langchain.py
+++ b/tests/integrations/langchain/test_langchain.py
@@ -2088,7 +2088,6 @@ def _llm_type(self) -> str:
         integrations=[LangchainIntegration()],
         disabled_integrations=[StdlibIntegration],
         traces_sample_rate=1.0,
-        data_collection={},
     )
     items = capture_items("event", "span")
 
@@ -2143,7 +2142,6 @@ def test_langchain_tool_error(
         integrations=[LangchainIntegration()],
         disabled_integrations=[StdlibIntegration],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     responses = nonstreaming_responses_tool_call_model_responses(
@@ -2246,7 +2244,6 @@ def _identifying_params(self):
     sentry_init(
         integrations=[LangchainIntegration()],
         disabled_integrations=[StdlibIntegration],
-        data_collection={},
     )
 
     # Create a manual SentryLangchainCallback
@@ -2287,7 +2284,6 @@ def test_langchain_callback_manager(sentry_init):
         integrations=[LangchainIntegration()],
         disabled_integrations=[StdlibIntegration],
         traces_sample_rate=1.0,
-        data_collection={},
     )
     local_manager = BaseCallbackManager(handlers=[])
 
@@ -2321,7 +2317,6 @@ def test_langchain_callback_manager_with_sentry_callback(sentry_init):
         integrations=[LangchainIntegration()],
         disabled_integrations=[StdlibIntegration],
         traces_sample_rate=1.0,
-        data_collection={},
     )
     sentry_callback = SentryLangchainCallback()
     local_manager = BaseCallbackManager(handlers=[sentry_callback])
@@ -2355,7 +2350,6 @@ def test_langchain_callback_list(sentry_init):
         integrations=[LangchainIntegration()],
         disabled_integrations=[StdlibIntegration],
         traces_sample_rate=1.0,
-        data_collection={},
     )
     local_callbacks = []
 
@@ -2389,7 +2383,6 @@ def test_langchain_callback_list_existing_callback(sentry_init):
         integrations=[LangchainIntegration()],
         disabled_integrations=[StdlibIntegration],
         traces_sample_rate=1.0,
-        data_collection={},
     )
     sentry_callback = SentryLangchainCallback()
     local_callbacks = [sentry_callback]
@@ -2843,7 +2836,6 @@ def test_langchain_ai_system_detection(
         integrations=[LangchainIntegration()],
         disabled_integrations=[StdlibIntegration],
         traces_sample_rate=1.0,
-        data_collection={},
     )
 
     callback = SentryLangchainCallback()