diff --git a/ddtrace/llmobs/_llmobs.py b/ddtrace/llmobs/_llmobs.py
index 9fec36a9d10..66339cbb751 100644
--- a/ddtrace/llmobs/_llmobs.py
+++ b/ddtrace/llmobs/_llmobs.py
@@ -28,7 +28,6 @@
 from ddtrace.internal.service import ServiceStatusError
 from ddtrace.internal.telemetry import telemetry_writer
 from ddtrace.internal.telemetry.constants import TELEMETRY_APM_PRODUCT
-from ddtrace.internal.utils.deprecations import DDTraceDeprecationWarning
 from ddtrace.internal.utils.formats import asbool
 from ddtrace.internal.utils.formats import parse_tags_str
 from ddtrace.llmobs import _constants as constants
@@ -68,7 +67,6 @@
 from ddtrace.llmobs.utils import ExportedLLMObsSpan
 from ddtrace.llmobs.utils import Messages
 from ddtrace.propagation.http import HTTPPropagator
-from ddtrace.vendor.debtcollector import deprecate
 
 
 log = get_logger(__name__)
@@ -1053,13 +1051,6 @@ def submit_evaluation(
         timestamp_ms: Optional[int] = None,
         metadata: Optional[Dict[str, object]] = None,
     ) -> None:
-        deprecate(
-            "Using `LLMObs.submit_evaluation` is deprecated",
-            message="Please use `LLMObs.submit_evaluation_for` instead.",
-            removal_version="3.0.0",
-            category=DDTraceDeprecationWarning,
-        )
-
         """
         Submits a custom evaluation metric for a given span ID and trace ID.
 
diff --git a/releasenotes/notes/submit-evaluation-for-01096d803d969e3e.yaml b/releasenotes/notes/submit-evaluation-for-01096d803d969e3e.yaml
deleted file mode 100644
index c2e4b25f255..00000000000
--- a/releasenotes/notes/submit-evaluation-for-01096d803d969e3e.yaml
+++ /dev/null
@@ -1,17 +0,0 @@
----
-features:
-  - |
-    LLM Observability: This introduces the `LLMObs.submit_evaluation_for` method, which provides the ability to join a custom evaluation 
-                        to a span using a tag key-value pair on the span. The tag key-value pair is expected to uniquely identify a single span. 
-                        Tag-based joining is an alternative to the existing method of joining evaluations to spans using trace and span IDs.
-                      Example usage:
-                        - Evaluation joined by tag: `LLMObs.submit_evaluation_for(span_with_tag_value={"tag_key": "message_id", "tag_value": "dummy_message_id"}, label="rating", ...)`.
-                        - Evaluation joined by trace/span ID: `LLMObs.submit_evaluation_for(span={"trace_id": "...", "span_id": "..."}, label="rating", ...)`.
-deprecations:
-  - |
-    LLM Observability: `LLMObs.submit_evaluation` is deprecated and will be removed in ddtrace 3.0.0.
-                        As an alternative to `LLMObs.submit_evaluation`, you can use `LLMObs.submit_evaluation_for` instead.
-                        To migrate, replace `LLMObs.submit_evaluation(span_context={"span_id": ..., "trace_id": ...}, ...)` with:
-                          `LLMObs.submit_evaluation_for(span={"span_id": ..., "trace_id": ...}, ...)
-                        You may also join an evaluation to a span using a tag key-value pair like so:
-                          `LLMObs.submit_evaluation_for(span_with_tag_value={"tag_key": ..., "tag_val": ...}, ...)`.