diff --git a/backend/app/api/v1/routes_public.py b/backend/app/api/v1/routes_public.py
index 99d493e..1c46c53 100644
--- a/backend/app/api/v1/routes_public.py
+++ b/backend/app/api/v1/routes_public.py
@@ -121,6 +121,7 @@ class RecordResponse(BaseModel):
 
 
 @router.post("/usage/record", response_model=RecordResponse)
+@router.post("/record", response_model=RecordResponse, include_in_schema=False)
 async def record_usage(
     body: RecordRequest,
     request: Request,
@@ -324,7 +325,7 @@ async def health(db: AsyncIOMotorDatabase = Depends(get_db)):
 def _infer_provider(model: str) -> str:
     model_lower = model.lower()
     if "gemini" in model_lower:
-        return "google"
+        return "vertex_ai-language-models"
     if "gpt" in model_lower or "o1" in model_lower or "o3" in model_lower:
         return "openai"
     if "claude" in model_lower:
diff --git a/backend/app/services/pricing_engine.py b/backend/app/services/pricing_engine.py
index 753d976..b8f9a05 100644
--- a/backend/app/services/pricing_engine.py
+++ b/backend/app/services/pricing_engine.py
@@ -114,6 +114,12 @@ async def compute_cost(
     return round(cost, 8), price_id
 
 
+_PROVIDER_ALIAS = {
+    "google": "vertex_ai-language-models",
+    "gemini": "vertex_ai-language-models",
+}
+
+
 async def compute_total_cost(
     db: AsyncIOMotorDatabase,
     provider: str,
@@ -125,6 +131,7 @@ async def compute_total_cost(
     if ts is None:
         ts = datetime.now(timezone.utc)
     ts_date = ts.date().isoformat()
+    provider = _PROVIDER_ALIAS.get(provider, provider)
 
     cursor = db.model_prices.find({
         "provider": provider,
@@ -149,13 +156,13 @@ async def compute_total_cost(
         ppu = rec["price_per_unit_usd"]
         price_id = str(rec["_id"])
         if u == "token_input":
-            total_cost += ppu * units.get("input_tokens", 0)
+            total_cost += ppu * units.get("token_input", units.get("input_tokens", 0))
         elif u == "token_output":
-            total_cost += ppu * units.get("output_tokens", 0)
+            total_cost += ppu * units.get("token_output", units.get("output_tokens", 0))
         elif u == "char":
-            total_cost += ppu * units.get("chars", 0)
+            total_cost += ppu * units.get("char", units.get("chars", 0))
         elif u == "second":
-            total_cost += ppu * units.get("seconds", 0)
+            total_cost += ppu * units.get("second", units.get("seconds", 0))
         elif u == "request":
             total_cost += ppu