diff --git a/experiments/configurations/qdrant-vs-weaviate.json b/experiments/configurations/qdrant-vs-weaviate.json
index 2b07cac8..db960e72 100644
--- a/experiments/configurations/qdrant-vs-weaviate.json
+++ b/experiments/configurations/qdrant-vs-weaviate.json
@@ -9,15 +9,15 @@
       "hnsw_config": { "m": 32, "ef_construct": 256 }
     },
     "search_params": [
-      { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 4.0 }  } },
       { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 8.0 }  } },
       { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 16.0 }  } },
-      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 32.0 }  } },
       { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
       { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 16.0 } } },
-      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 32.0 } } },
       { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
-      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 16.0 } } }
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 16.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 32.0 } } }
     ],
     "upload_params": { "parallel": 8, "batch_size": 1024 }
   },
@@ -34,15 +34,15 @@
       "hnsw_config": { "m": 32, "ef_construct": 256 }
     },
     "search_params": [
-      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 4.0 }  } },
       { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 8.0 }  } },
       { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 16.0 }  } },
-      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 32.0 }  } },
       { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
       { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 16.0 } } },
-      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 32.0 } } },
       { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
-      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 16.0 } } }
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 16.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 32.0 } } }
     ],
     "upload_params": { "parallel": 8, "batch_size": 1024 }
   },