diff --git a/litellm/router_strategy/budget_limiter.py b/litellm/router_strategy/budget_limiter.py
index b5e5b93023f..34689a0616a 100644
--- a/litellm/router_strategy/budget_limiter.py
+++ b/litellm/router_strategy/budget_limiter.py
@@ -529,34 +529,41 @@ class RouterBudgetLimiting(CustomLogger):
         resulting per-key Redis values so callers can merge them back into memory without clobbering
         concurrent in-memory increments.
 
+        If the pipeline fails, the snapshot is restored to the queue so the increments are retried on the
+        next push rather than lost. Returns None in that case.
+
         Only runs if Redis is initialized
         """
+        if not self.dual_cache.redis_cache:
+            return None  # Redis is not initialized
+
+        if len(self.redis_increment_operation_queue) == 0:
+            return None
+
+        queue = self.redis_increment_operation_queue
+        self.redis_increment_operation_queue = []
+
+        verbose_router_logger.debug(
+            "Pushing Redis Increment Pipeline for queue: %s",
+            queue,
+        )
         try:
-            if not self.dual_cache.redis_cache:
-                return None  # Redis is not initialized
-
-            if len(self.redis_increment_operation_queue) == 0:
-                return None
-
-            queue = self.redis_increment_operation_queue
-            self.redis_increment_operation_queue = []
-
-            verbose_router_logger.debug(
-                "Pushing Redis Increment Pipeline for queue: %s",
-                queue,
-            )
             increment_result = await self.dual_cache.redis_cache.async_increment_pipeline(
                 increment_list=queue,
             )
-            if increment_result is None:
-                return None
-
-            return {op["key"]: float(value) for op, value in zip(queue, increment_result)}
-
         except Exception as e:
+            # Put the snapshot back (ahead of anything queued during the await) so the
+            # increments are retried on the next push instead of being silently lost;
+            # otherwise other instances would never see this spend in Redis
+            self.redis_increment_operation_queue = queue + self.redis_increment_operation_queue
             verbose_router_logger.error(f"Error syncing in-memory cache with Redis: {str(e)}")
             return None
 
+        if increment_result is None:
+            return None
+
+        return {op["key"]: float(value) for op, value in zip(queue, increment_result)}
+
     async def _sync_in_memory_spend_with_redis(self):
         """
         Ensures in-memory cache is updated with latest Redis values for all provider spends.
@@ -619,6 +626,11 @@ class RouterBudgetLimiting(CustomLogger):
                 current: Optional[float] = await self.dual_cache.in_memory_cache.async_get_cache(key=key)
                 after = float(current or 0)
                 delta = after - before
+                # When after <= redis_spend, Redis reflects the push and is the authoritative
+                # cross-instance total; add only the local increments that landed mid-sync (delta).
+                # When after > redis_spend, Redis is missing local spend (push failed or was
+                # skipped), so the in-memory total is already authoritative; applying delta on
+                # top of the stale Redis value would drop pre-snapshot local spend
                 merged = redis_spend + delta if after <= redis_spend else after
                 await self.dual_cache.in_memory_cache.async_set_cache(key=key, value=merged)
                 verbose_router_logger.debug(f"Updated in-memory cache for {key}: {merged}")
diff --git a/tests/test_litellm/router_strategy/test_budget_limiter.py b/tests/test_litellm/router_strategy/test_budget_limiter.py
index dc338b6b937..333437e2370 100644
--- a/tests/test_litellm/router_strategy/test_budget_limiter.py
+++ b/tests/test_litellm/router_strategy/test_budget_limiter.py
@@ -33,6 +33,20 @@ class FakeRedisCache:
         return results
 
 
+class FlakyRedisCache(FakeRedisCache):
+    """Fails the increment pipeline while `failures` > 0, then behaves like FakeRedisCache."""
+
+    def __init__(self, store, failures=0):
+        super().__init__(store)
+        self.failures = failures
+
+    async def async_increment_pipeline(self, increment_list, **kwargs):
+        if self.failures > 0:
+            self.failures -= 1
+            raise ConnectionError("redis unreachable")
+        return await super().async_increment_pipeline(increment_list, **kwargs)
+
+
 @pytest.fixture
 def disable_budget_sync(monkeypatch):
     async def noop(*args, **kwargs):
@@ -116,3 +130,26 @@ async def test_push_returns_awaited_redis_values(disable_budget_sync):
     assert result == {spend_key: 15.0}
     assert fake_redis.store[spend_key] == 15.0
     assert limiter.redis_increment_operation_queue == []
+
+
+@pytest.mark.asyncio
+async def test_push_requeues_increments_when_pipeline_fails(disable_budget_sync):
+    """A failed Redis pipeline must restore the snapshot to the queue so the increments
+    are retried on the next push instead of being silently lost."""
+    provider = "openai"
+    spend_key = f"provider_spend:{provider}:1d"
+
+    fake_redis = FlakyRedisCache({spend_key: 10.0})
+    limiter = await _make_limiter(fake_redis, provider)
+
+    op = RedisPipelineIncrementOperation(key=spend_key, increment_value=5.0, ttl=86400)
+    limiter.redis_increment_operation_queue = [op]
+    fake_redis.failures = 1
+
+    assert await limiter._push_in_memory_increments_to_redis() is None
+    assert limiter.redis_increment_operation_queue == [op]
+    assert fake_redis.store[spend_key] == 10.0
+
+    assert await limiter._push_in_memory_increments_to_redis() == {spend_key: 15.0}
+    assert limiter.redis_increment_operation_queue == []
+    assert fake_redis.store[spend_key] == 15.0