diff --git a/infra/helm/stonks-oracle/values-paper.yaml b/infra/helm/stonks-oracle/values-paper.yaml
index 8e4e196..3bc24af 100644
--- a/infra/helm/stonks-oracle/values-paper.yaml
+++ b/infra/helm/stonks-oracle/values-paper.yaml
@@ -33,8 +33,7 @@ ingress:
     trino: stonks-paper-trino.celestium.life
     tradingEngine: stonks-paper-trading.celestium.life
 
-## Scale extractor to 3 replicas — Ollama handles concurrent requests
-## and the backlog of SEC filings needs higher throughput
+## Scale extractor — single GPU bottleneck, 1 pod is optimal
 services:
   extractor:
-    replicas: 3
+    replicas: 1