diff --git a/sentry_sdk/integrations/openai.py b/sentry_sdk/integrations/openai.py
index f47cd46384..da62bc267e 100644
--- a/sentry_sdk/integrations/openai.py
+++ b/sentry_sdk/integrations/openai.py
@@ -447,43 +447,9 @@ def _set_embeddings_input_data(
         "input"
     )
 
-    tools = kwargs.get("tools")
-    if tools is not None and _is_given(tools) and len(tools) > 0:
-        set_data_normalized(
-            span, SPANDATA.GEN_AI_REQUEST_AVAILABLE_TOOLS, safe_serialize(tools)
-        )
-
     model = kwargs.get("model")
-    if model is not None and _is_given(model):
-        set_data_normalized(span, SPANDATA.GEN_AI_REQUEST_MODEL, model)
-
-    stream = kwargs.get("stream")
-    if stream is not None and _is_given(stream):
-        set_data_normalized(span, SPANDATA.GEN_AI_RESPONSE_STREAMING, stream)
-
-    max_tokens = kwargs.get("max_tokens")
-    if max_tokens is not None and _is_given(max_tokens):
-        set_data_normalized(span, SPANDATA.GEN_AI_REQUEST_MAX_TOKENS, max_tokens)
-
-    presence_penalty = kwargs.get("presence_penalty")
-    if presence_penalty is not None and _is_given(presence_penalty):
-        set_data_normalized(
-            span, SPANDATA.GEN_AI_REQUEST_PRESENCE_PENALTY, presence_penalty
-        )
-
-    frequency_penalty = kwargs.get("frequency_penalty")
-    if frequency_penalty is not None and _is_given(frequency_penalty):
-        set_data_normalized(
-            span, SPANDATA.GEN_AI_REQUEST_FREQUENCY_PENALTY, frequency_penalty
-        )
-
-    temperature = kwargs.get("temperature")
-    if temperature is not None and _is_given(temperature):
-        set_data_normalized(span, SPANDATA.GEN_AI_REQUEST_TEMPERATURE, temperature)
-
-    top_p = kwargs.get("top_p")
-    if top_p is not None and _is_given(top_p):
-        set_data_normalized(span, SPANDATA.GEN_AI_REQUEST_TOP_P, top_p)
+    if model is not None:
+        span.set_data(SPANDATA.GEN_AI_REQUEST_MODEL, model)
 
     if (
         not should_send_default_pii()
diff --git a/tests/integrations/openai/test_openai.py b/tests/integrations/openai/test_openai.py
index 249a32b768..d0af8bd2f4 100644
--- a/tests/integrations/openai/test_openai.py
+++ b/tests/integrations/openai/test_openai.py
@@ -1045,6 +1045,7 @@ def test_embeddings_create_no_pii(
     span = tx["spans"][0]
     assert span["op"] == "gen_ai.embeddings"
     assert span["data"][SPANDATA.GEN_AI_SYSTEM] == "openai"
+    assert span["data"][SPANDATA.GEN_AI_REQUEST_MODEL] == "text-embedding-3-large"
 
     assert SPANDATA.GEN_AI_EMBEDDINGS_INPUT not in span["data"]
 
@@ -1126,6 +1127,7 @@ def test_embeddings_create(sentry_init, capture_events, input, request):
     span = tx["spans"][0]
     assert span["op"] == "gen_ai.embeddings"
     assert span["data"][SPANDATA.GEN_AI_SYSTEM] == "openai"
+    assert span["data"][SPANDATA.GEN_AI_REQUEST_MODEL] == "text-embedding-3-large"
 
     param_id = request.node.callspec.id
     if param_id == "string":
@@ -1198,6 +1200,7 @@ async def test_embeddings_create_async_no_pii(
     span = tx["spans"][0]
     assert span["op"] == "gen_ai.embeddings"
     assert span["data"][SPANDATA.GEN_AI_SYSTEM] == "openai"
+    assert span["data"][SPANDATA.GEN_AI_REQUEST_MODEL] == "text-embedding-3-large"
 
     assert SPANDATA.GEN_AI_EMBEDDINGS_INPUT not in span["data"]
 
@@ -1282,6 +1285,7 @@ async def test_embeddings_create_async(sentry_init, capture_events, input, reque
     span = tx["spans"][0]
     assert span["op"] == "gen_ai.embeddings"
     assert span["data"][SPANDATA.GEN_AI_SYSTEM] == "openai"
+    assert span["data"][SPANDATA.GEN_AI_REQUEST_MODEL] == "text-embedding-3-large"
 
     param_id = request.node.callspec.id
     if param_id == "string":