diff --git a/litellm/integrations/otel/plumbing/otlp_json.py b/litellm/integrations/otel/plumbing/otlp_json.py
index bc6d7d435b0..5c45bab44b7 100644
--- a/litellm/integrations/otel/plumbing/otlp_json.py
+++ b/litellm/integrations/otel/plumbing/otlp_json.py
@@ -6,18 +6,32 @@ retry loop and swaps the payload for OTLP/JSON (enums as integers, ids as hex).
 
 import base64
 import json
+import threading
 from collections.abc import Mapping, Sequence
+from contextvars import ContextVar
 from types import MappingProxyType
 from typing import Final, TypeAlias
 
 import requests
 from google.protobuf.json_format import MessageToDict
 from opentelemetry.exporter.otlp.proto.common.trace_encoder import encode_spans
+from opentelemetry.exporter.otlp.proto.http import trace_exporter as _http_trace_exporter
 from opentelemetry.exporter.otlp.proto.http.trace_exporter import OTLPSpanExporter
 from opentelemetry.sdk.trace import ReadableSpan
+from opentelemetry.sdk.trace.export import SpanExportResult
 
 JSON_CONTENT_TYPE: Final = "application/json"
 _HEX_ID_KEYS: Final = frozenset({"traceId", "spanId", "parentSpanId"})
+# SDK 1.44 serializes inside OTLPSpanExporter.export and no longer calls
+# _serialize_spans. The protobuf encode_spans name is the only seam left, and a
+# context flag keeps a concurrent protobuf export on another thread on protobuf.
+_EXPORT_JSON: Final[ContextVar[bool]] = ContextVar("litellm_otlp_json_export", default=False)
+_JSON_HOOK_LOCK: Final = threading.Lock()
+
+
+class _JsonPayloadHook:
+    installed: bool = False
+
 
 _JsonValue: TypeAlias = "Mapping[str, _JsonValue] | Sequence[_JsonValue] | str | int | float | bool | None"
 _JsonObject: TypeAlias = Mapping[str, "_JsonValue"]
@@ -55,6 +69,27 @@ def _hex_resource_spans(resource: _JsonObject) -> _JsonObject:
     return MappingProxyType({**resource, "scopeSpans": scope_spans})
 
 
+def _install_json_payload_hook() -> None:
+    with _JSON_HOOK_LOCK:
+        if _JsonPayloadHook.installed:
+            return
+        protobuf_encode: Final = _http_trace_exporter.encode_spans
+
+        def encode_spans(spans: Sequence[ReadableSpan]) -> object:
+            if not _EXPORT_JSON.get():
+                return protobuf_encode(spans)
+            payload: Final = encode_spans_json(spans)
+
+            class _JsonMessage:
+                def SerializePartialToString(self) -> bytes:
+                    return payload
+
+            return _JsonMessage()
+
+        _http_trace_exporter.encode_spans = encode_spans
+        _JsonPayloadHook.installed = True
+
+
 def encode_spans_json(spans: Sequence[ReadableSpan]) -> bytes:
     payload: Final[_JsonObject] = MessageToDict(encode_spans(spans), use_integers_for_enums=True)
     resource_spans: Final = tuple(_hex_resource_spans(resource) for resource in _objects(payload, "resourceSpans"))
@@ -72,6 +107,11 @@ class OTLPJsonSpanExporter(OTLPSpanExporter):
     ) -> None:
         super().__init__(endpoint=endpoint, headers=headers, certificate_file=certificate_file, session=session)
         self._session.headers["Content-Type"] = JSON_CONTENT_TYPE
+        _install_json_payload_hook()
 
-    def _serialize_spans(self, spans: Sequence[ReadableSpan]) -> bytes:
-        return encode_spans_json(spans)
+    def export(self, spans: Sequence[ReadableSpan]) -> SpanExportResult:
+        token: Final = _EXPORT_JSON.set(True)
+        try:
+            return super().export(spans)
+        finally:
+            _EXPORT_JSON.reset(token)
diff --git a/pyproject.toml b/pyproject.toml
index 0be8adb7337..c971420f255 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -174,10 +174,10 @@ proxy-runtime = [
     "grpcio==1.78.0",
     "prometheus-client>=0.20.0,<1.0",
     "langfuse>=4.7,<5.0",
-    "opentelemetry-api==1.33.1",
-    "opentelemetry-sdk==1.33.1",
-    "opentelemetry-exporter-otlp==1.33.1",
-    "opentelemetry-instrumentation-fastapi==0.54b1",
+    "opentelemetry-api==1.44.0",
+    "opentelemetry-sdk==1.44.0",
+    "opentelemetry-exporter-otlp==1.44.0",
+    "opentelemetry-instrumentation-fastapi==0.65b0",
     "ddtrace>=4.8.2,<5.0",
     "sentry-sdk>=2.21.0,<3.0",
     "mangum>=0.17.0,<1.0",
@@ -220,10 +220,10 @@ dev = [
     "types-PyYAML==6.0.12.20250915",
     "botocore-stubs==1.43.14",
     "types-boto3[bedrock,bedrock-agent,bedrock-runtime,kms,s3,sagemaker-runtime,sts]==1.43.30",
-    "opentelemetry-api==1.33.1",
-    "opentelemetry-sdk==1.33.1",
-    "opentelemetry-exporter-otlp==1.33.1",
-    "opentelemetry-instrumentation-fastapi==0.54b1",
+    "opentelemetry-api==1.44.0",
+    "opentelemetry-sdk==1.44.0",
+    "opentelemetry-exporter-otlp==1.44.0",
+    "opentelemetry-instrumentation-fastapi==0.65b0",
     "langfuse>=4.7,<5.0",
     "fastapi-offline==1.7.6",
     "fakeredis==2.34.1",
@@ -252,10 +252,10 @@ proxy-dev = [
     "hypercorn==0.17.3",
     "prometheus-client==0.20.0",
     "sentry-sdk==2.21.0",
-    "opentelemetry-api==1.33.1",
-    "opentelemetry-sdk==1.33.1",
-    "opentelemetry-exporter-otlp==1.33.1",
-    "opentelemetry-instrumentation-fastapi==0.54b1",
+    "opentelemetry-api==1.44.0",
+    "opentelemetry-sdk==1.44.0",
+    "opentelemetry-exporter-otlp==1.44.0",
+    "opentelemetry-instrumentation-fastapi==0.65b0",
     "azure-identity==1.25.2",
     "a2a-sdk==1.1.0",
 ]
@@ -275,7 +275,7 @@ ci = [
     "langchain==1.3.9",
     "lunary==1.4.36; python_version == '3.10'",
     "lunary==1.4.37; python_version >= '3.11'",
-    "logfire==4.6.0",
+    "logfire==5.1.0",
     "traceloop-sdk==0.34.0",
     "detect-secrets==1.5.0",
     "PyGithub==2.8.1",
diff --git a/tests/unit/integrations/otel/test_otel_v2_components.py b/tests/unit/integrations/otel/test_otel_v2_components.py
index bc230a8bcb2..4810539260c 100644
--- a/tests/unit/integrations/otel/test_otel_v2_components.py
+++ b/tests/unit/integrations/otel/test_otel_v2_components.py
@@ -21,9 +21,11 @@ from opentelemetry.proto.collector.trace.v1.trace_service_pb2 import (  # noqa:
 )
 from opentelemetry import baggage  # noqa: E402
 from opentelemetry.context import attach, detach  # noqa: E402
+from opentelemetry._logs import LogRecord  # noqa: E402
 from opentelemetry._logs.severity import SeverityNumber  # noqa: E402
-from opentelemetry.sdk._logs import LogData, LogRecord  # noqa: E402
-from opentelemetry.sdk._logs.export import LogExportResult  # noqa: E402
+from opentelemetry.sdk._logs import ReadableLogRecord  # noqa: E402
+from opentelemetry.sdk._logs.export import LogRecordExportResult  # noqa: E402
+from opentelemetry.sdk.resources import Resource  # noqa: E402
 from opentelemetry.sdk.metrics import MeterProvider  # noqa: E402
 from opentelemetry.sdk.metrics.export import InMemoryMetricReader  # noqa: E402
 from opentelemetry.sdk.trace import TracerProvider  # noqa: E402
@@ -1617,9 +1619,13 @@ def test_v2_otlp_http_log_export_trusts_ssl_cert_file(monkeypatch: pytest.Monkey
             severity_number=SeverityNumber.INFO,
             body="v2-tls-test",
         )
-        log_data = LogData(log_record=record, instrumentation_scope=InstrumentationScope("v2-tls-test"))
+        log_data = ReadableLogRecord(
+            log_record=record,
+            resource=Resource.create({}),
+            instrumentation_scope=InstrumentationScope("v2-tls-test"),
+        )
         result = exporter.export([log_data])
-        assert result is LogExportResult.SUCCESS, f"log export failed: {result}"
+        assert result is LogRecordExportResult.SUCCESS, f"log export failed: {result}"
         assert tls_sink.received.get(timeout=5) == "/v1/logs"
     finally:
         exporter.shutdown()
diff --git a/tests/unit/integrations/test_opentelemetry.py b/tests/unit/integrations/test_opentelemetry.py
index 9ba09085ce8..82a1560fda0 100644
--- a/tests/unit/integrations/test_opentelemetry.py
+++ b/tests/unit/integrations/test_opentelemetry.py
@@ -19,10 +19,12 @@ import pytest
 
 # Adds the grandparent directory to sys.path to allow importing project modules
 from opentelemetry import trace
+from opentelemetry._logs import LogRecord
 from opentelemetry._logs.severity import SeverityNumber
-from opentelemetry.sdk._logs import LogData, LogRecord
+from opentelemetry.sdk._logs import ReadableLogRecord
 from opentelemetry.sdk._logs import LoggerProvider as OTLoggerProvider
-from opentelemetry.sdk._logs.export import InMemoryLogExporter, LogExportResult, SimpleLogRecordProcessor
+from opentelemetry.sdk._logs.export import InMemoryLogExporter, LogRecordExportResult, SimpleLogRecordProcessor
+from opentelemetry.sdk.resources import Resource
 from opentelemetry.sdk.metrics import MeterProvider
 from opentelemetry.sdk.metrics.export import InMemoryMetricReader, MetricsData
 from opentelemetry.sdk.trace import ReadableSpan, TracerProvider
@@ -2224,9 +2226,13 @@ def test_otlp_http_log_export_trusts_ssl_cert_file(monkeypatch: pytest.MonkeyPat
             severity_number=SeverityNumber.INFO,
             body="tls-export-test",
         )
-        log_data: Final = LogData(log_record=record, instrumentation_scope=InstrumentationScope("tls-export-test"))
+        log_data: Final = ReadableLogRecord(
+            log_record=record,
+            resource=Resource.create({}),
+            instrumentation_scope=InstrumentationScope("tls-export-test"),
+        )
         result: Final = exporter.export([log_data])
-        assert result is LogExportResult.SUCCESS, f"log export failed: {result}"
+        assert result is LogRecordExportResult.SUCCESS, f"log export failed: {result}"
         assert tls_sink.received.get(timeout=5) == "/v1/logs"
     finally:
         exporter.shutdown()
@@ -6365,7 +6371,7 @@ class TestOpenTelemetryProviderlessCallAttributes(unittest.TestCase):
             time.sleep(self.POLL_INTERVAL)
         return None
 
-    def _emitted_log_records(self, semconv_opt_in: str) -> tuple[LogData, ...]:
+    def _emitted_log_records(self, semconv_opt_in: str) -> tuple[ReadableLogRecord, ...]:
         log_exporter = InMemoryLogExporter()
         logger_provider = OTLoggerProvider()
         logger_provider.add_log_record_processor(SimpleLogRecordProcessor(log_exporter))
@@ -6439,7 +6445,7 @@ class TestDynamicTracerProviderCache(unittest.TestCase):
     must be bounded and must shut down whatever it drops (LIT-5437: threads accumulated
     until pods were OOMKilled)."""
 
-    BSP_THREAD_NAME = "OtelBatchSpanProcessor"
+    BSP_THREAD_NAME = "OtelBatchSpanRecordProcessor"
 
     def _logger(self, cap=3, exporter="console"):
         logger = OpenTelemetry(
diff --git a/uv.lock b/uv.lock
index 05331266b3e..1dd0c7ea2e4 100644
--- a/uv.lock
+++ b/uv.lock
@@ -4815,10 +4815,10 @@ requires-dist = [
     { name = "numpydoc", marker = "extra == 'utils'", specifier = ">=1.8.0,<2.0" },
     { name = "nvidia-riva-client", marker = "extra == 'stt-nvidia-riva'", specifier = ">=2.15.0" },
     { name = "openai", specifier = ">=2.20.0,<4.0.0" },
-    { name = "opentelemetry-api", marker = "extra == 'proxy-runtime'", specifier = "==1.33.1" },
-    { name = "opentelemetry-exporter-otlp", marker = "extra == 'proxy-runtime'", specifier = "==1.33.1" },
-    { name = "opentelemetry-instrumentation-fastapi", marker = "extra == 'proxy-runtime'", specifier = "==0.54b1" },
-    { name = "opentelemetry-sdk", marker = "extra == 'proxy-runtime'", specifier = "==1.33.1" },
+    { name = "opentelemetry-api", marker = "extra == 'proxy-runtime'", specifier = "==1.44.0" },
+    { name = "opentelemetry-exporter-otlp", marker = "extra == 'proxy-runtime'", specifier = "==1.44.0" },
+    { name = "opentelemetry-instrumentation-fastapi", marker = "extra == 'proxy-runtime'", specifier = "==0.65b0" },
+    { name = "opentelemetry-sdk", marker = "extra == 'proxy-runtime'", specifier = "==1.44.0" },
     { name = "orjson", marker = "extra == 'proxy'", specifier = ">=3.11.6,<4.0" },
     { name = "packaging", specifier = ">=24.0" },
     { name = "polars", marker = "extra == 'proxy'", specifier = ">=1.38.1,<2.0" },
@@ -4889,7 +4889,7 @@ ci = [
     { name = "langchain-openai", specifier = "==1.1.14" },
     { name = "langgraph", specifier = ">=1.2.4,<1.3.0" },
     { name = "langgraph-prebuilt", specifier = ">=1.1.0,<1.3.0" },
-    { name = "logfire", specifier = "==4.6.0" },
+    { name = "logfire", specifier = "==5.1.0" },
     { name = "lunary", marker = "python_full_version == '3.10.*'", specifier = "==1.4.36" },
     { name = "lunary", marker = "python_full_version >= '3.11'", specifier = "==1.4.37" },
     { name = "pillow", specifier = "==12.3.0" },
@@ -4915,10 +4915,10 @@ dev = [
     { name = "mypy", specifier = "==1.20.1" },
     { name = "numpy", specifier = ">=1.26.0,<3.0" },
     { name = "openapi-core", specifier = "==0.22.0" },
-    { name = "opentelemetry-api", specifier = "==1.33.1" },
-    { name = "opentelemetry-exporter-otlp", specifier = "==1.33.1" },
-    { name = "opentelemetry-instrumentation-fastapi", specifier = "==0.54b1" },
-    { name = "opentelemetry-sdk", specifier = "==1.33.1" },
+    { name = "opentelemetry-api", specifier = "==1.44.0" },
+    { name = "opentelemetry-exporter-otlp", specifier = "==1.44.0" },
+    { name = "opentelemetry-instrumentation-fastapi", specifier = "==0.65b0" },
+    { name = "opentelemetry-sdk", specifier = "==1.44.0" },
     { name = "parameterized", specifier = "==0.9.0" },
     { name = "psycopg", specifier = "==3.3.3" },
     { name = "psycopg-binary", specifier = "==3.3.3" },
@@ -4961,10 +4961,10 @@ proxy-dev = [
     { name = "azure-identity", specifier = "==1.25.2" },
     { name = "hypercorn", specifier = "==0.17.3" },
     { name = "litellm-admin-mcp", marker = "python_full_version >= '3.12'", url = "https://github.com/BerriAI/liteadmin-mcp/archive/d35ec9c19c117d4c50cc1eccf6ce1296aac25a1a.tar.gz" },
-    { name = "opentelemetry-api", specifier = "==1.33.1" },
-    { name = "opentelemetry-exporter-otlp", specifier = "==1.33.1" },
-    { name = "opentelemetry-instrumentation-fastapi", specifier = "==0.54b1" },
-    { name = "opentelemetry-sdk", specifier = "==1.33.1" },
+    { name = "opentelemetry-api", specifier = "==1.44.0" },
+    { name = "opentelemetry-exporter-otlp", specifier = "==1.44.0" },
+    { name = "opentelemetry-instrumentation-fastapi", specifier = "==0.65b0" },
+    { name = "opentelemetry-sdk", specifier = "==1.44.0" },
     { name = "prisma", specifier = "==0.11.0" },
     { name = "prometheus-client", specifier = "==0.20.0" },
     { name = "sentry-sdk", specifier = "==2.21.0" },
@@ -5056,7 +5056,7 @@ wheels = [
 
 [[package]]
 name = "logfire"
-version = "4.6.0"
+version = "5.1.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "executing" },
@@ -5068,9 +5068,9 @@ dependencies = [
     { name = "tomli", marker = "python_full_version < '3.11'" },
     { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/19/fa/14cbd976e8ff77290c0c87f93c45029785537ffb84e2f5215416786cda11/logfire-4.6.0.tar.gz", hash = "sha256:974bc8f4efd3aa9df2d0c7b1d53b35dc4612ff5cee2be6c40dd65e5c26eab694", size = 533174, upload-time = "2025-09-10T14:56:42.168Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/f9/da/0c73a4447dffe01e1737580556f5f061ffda8f85e46fbf35ac36f5b64d27/logfire-5.1.0.tar.gz", hash = "sha256:edf6c7d33c00214e11c2cdc567eb53051be36289747091e8bb910527e5970bea", size = 1359738, upload-time = "2026-09-11T10:25:11.674Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/04/9c/6384dc69601bfba19c1f5909a472b00cc4b5863f411ecf85be308beacf8f/logfire-4.6.0-py3-none-any.whl", hash = "sha256:d322844db7a2f1935976f2852a07e3753489ecc4e83fa288173b05a453bb1cbf", size = 219556, upload-time = "2025-09-10T14:56:37.278Z" },
+    { url = "https://files.pythonhosted.org/packages/cd/02/b32c3d5c298e4a9010694d261fb82c2c672747c0bf2b47bffda484aef349/logfire-5.1.0-py3-none-any.whl", hash = "sha256:c1d54eabf39f4c8f5e18e71f35da13375c8adb144c263f3076e650ba85929108", size = 474841, upload-time = "2026-09-11T10:25:08.131Z" },
 ]
 
 [[package]]
@@ -6187,81 +6187,80 @@ wheels = [
 
 [[package]]
 name = "opentelemetry-api"
-version = "1.33.1"
+version = "1.44.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
-    { name = "deprecated" },
-    { name = "importlib-metadata" },
+    { name = "typing-extensions" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/9a/8d/1f5a45fbcb9a7d87809d460f09dc3399e3fbd31d7f3e14888345e9d29951/opentelemetry_api-1.33.1.tar.gz", hash = "sha256:1c6055fc0a2d3f23a50c7e17e16ef75ad489345fd3df1f8b8af7c0bbf8a109e8", size = 65002, upload-time = "2025-05-16T18:52:41.146Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/ee/8b/aa9e2d8b8dfa7c946f7dec5d1f8f6ba8eca062f43509a06bdb5ce93d26c0/opentelemetry_api-1.44.0.tar.gz", hash = "sha256:67647e5e9566edcf421166fdf022b3537f818635daa852b289e34604dc6fb33a", size = 72406, upload-time = "2026-07-16T15:25:32.678Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/05/44/4c45a34def3506122ae61ad684139f0bbc4e00c39555d4f7e20e0e001c8a/opentelemetry_api-1.33.1-py3-none-any.whl", hash = "sha256:4db83ebcf7ea93e64637ec6ee6fabee45c5cbe4abd9cf3da95c43828ddb50b83", size = 65771, upload-time = "2025-05-16T18:52:17.419Z" },
+    { url = "https://files.pythonhosted.org/packages/ca/6f/a04e900f465ff3221ccc395522503e2d10e79fa21f2723c8e177aae1e0d1/opentelemetry_api-1.44.0-py3-none-any.whl", hash = "sha256:94b98c893a91b88657eaac1e3ba89618cdb85be6918196705354f34728b2cdef", size = 60018, upload-time = "2026-07-16T15:25:11.657Z" },
 ]
 
 [[package]]
 name = "opentelemetry-exporter-otlp"
-version = "1.33.1"
+version = "1.44.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "opentelemetry-exporter-otlp-proto-grpc" },
     { name = "opentelemetry-exporter-otlp-proto-http" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/b1/3f/c8ad4f1c3aaadcea2b0f1b4d7970e7b7898c145699769a789f3435143f69/opentelemetry_exporter_otlp-1.33.1.tar.gz", hash = "sha256:4d050311ea9486e3994575aa237e32932aad58330a31fba24fdba5c0d531cf04", size = 6189, upload-time = "2025-05-16T18:52:43.176Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/f2/45/7af37fe54e5d3e66e7dcd7ba8b8aeee73f202bfac909cc94b8c4e428f9ac/opentelemetry_exporter_otlp-1.44.0.tar.gz", hash = "sha256:af1cde7c33ea8ed624bf04ac49a885730fe44c1f1ad698656e592c38f70ce106", size = 6090, upload-time = "2026-07-16T15:25:34.585Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/4d/32/b9add70dd4e845654fc9fcd1401a705477743880be6c3e62acb1ad0d8662/opentelemetry_exporter_otlp-1.33.1-py3-none-any.whl", hash = "sha256:9bcf1def35b880b55a49e31ebd63910edac14b294fd2ab884953c4deaff5b300", size = 7045, upload-time = "2025-05-16T18:52:21.022Z" },
+    { url = "https://files.pythonhosted.org/packages/18/c3/7b466a9463944e70b37b744072a0c1b88a425dade3fff0631adec66c9bcc/opentelemetry_exporter_otlp-1.44.0-py3-none-any.whl", hash = "sha256:4a498fa8d8fd8be9e8e2d175fe5524a3fe581ccffadd8509db86526a5fb97051", size = 6727, upload-time = "2026-07-16T15:25:14.445Z" },
 ]
 
 [[package]]
 name = "opentelemetry-exporter-otlp-proto-common"
-version = "1.33.1"
+version = "1.44.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "opentelemetry-proto" },
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