diff --git a/experiments/configurations/qdrant-single-node-bq-rps.json b/experiments/configurations/qdrant-single-node-bq-rps.json
new file mode 100644
index 00000000..09f95c83
--- /dev/null
+++ b/experiments/configurations/qdrant-single-node-bq-rps.json
@@ -0,0 +1,284 @@
+[
+  {
+    "name": "qdrant-bq-rps-default",
+    "engine": "qdrant",
+    "connection_params": { "timeout": 30 },
+    "collection_params": {
+      "quantization_config": { "binary": {"always_ram": true} }
+    },
+    "search_params": [
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } }
+    ],
+    "upload_params": { "parallel": 1, "batch_size": 1024 }
+  },
+  {
+    "name": "qdrant-bq-rps-m-16-ef-128",
+    "engine": "qdrant",
+    "connection_params": { "timeout": 30 },
+    "collection_params": {
+      "optimizers_config": { "max_segment_size": 1000000, "memmap_threshold":10000000, "default_segment_number":2 },
+      "hnsw_config": { "m": 16, "ef_construct": 128 },
+      "quantization_config": { "binary": {"always_ram": true} }
+    },
+    "search_params": [
+      { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "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": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "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": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } }
+    ],
+    "upload_params": { "parallel": 16, "batch_size": 1024 }
+  },
+  {
+    "name": "qdrant-bq-rps-m-32-ef-128",
+    "engine": "qdrant",
+    "connection_params": { "timeout": 30 },
+    "collection_params": {
+      "optimizers_config": { "max_segment_size": 1000000, "memmap_threshold":10000000, "default_segment_number":2 },
+      "hnsw_config": { "m": 32, "ef_construct": 128 },
+      "quantization_config": { "binary": {"always_ram": true} }
+    },
+    "search_params": [
+      { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "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": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "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": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } }
+    ],
+    "upload_params": { "parallel": 16, "batch_size": 1024 }
+  },
+  {
+    "name": "qdrant-bq-rps-m-32-ef-256",
+    "engine": "qdrant",
+    "connection_params": { "timeout": 30 },
+    "collection_params": {
+      "optimizers_config": { "max_segment_size": 1000000, "memmap_threshold":10000000, "default_segment_number":2 },
+      "hnsw_config": { "m": 32, "ef_construct": 256 },
+      "quantization_config": { "binary": {"always_ram": true} }
+    },
+    "search_params": [
+      { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "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": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "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": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } }
+    ],
+    "upload_params": { "parallel": 16, "batch_size": 1024 }
+  },
+  {
+    "name": "qdrant-bq-rps-m-32-ef-512",
+    "engine": "qdrant",
+    "connection_params": { "timeout": 30 },
+    "collection_params": {
+      "optimizers_config": { "max_segment_size": 1000000, "memmap_threshold":10000000, "default_segment_number":2 },
+      "hnsw_config": { "m": 32, "ef_construct": 512 },
+      "quantization_config": { "binary": {"always_ram": true} }
+    },
+    "search_params": [
+      { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "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": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "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": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } }
+    ],
+    "upload_params": { "parallel": 16, "batch_size": 1024 }
+  },
+  {
+    "name": "qdrant-bq-rps-m-64-ef-256",
+    "engine": "qdrant",
+    "connection_params": { "timeout": 30 },
+    "collection_params": {
+      "optimizers_config": { "max_segment_size": 1000000, "memmap_threshold":10000000, "default_segment_number":2 },
+      "hnsw_config": { "m": 64, "ef_construct": 256 },
+      "quantization_config": { "binary": {"always_ram": true} }
+    },
+    "search_params": [
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+      { "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 } } },
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+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
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+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
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+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "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": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } }
+    ],
+    "upload_params": { "parallel": 16, "batch_size": 1024 }
+  },
+  {
+    "name": "qdrant-bq-rps-m-64-ef-512",
+    "engine": "qdrant",
+    "connection_params": { "timeout": 30 },
+    "collection_params": {
+      "optimizers_config": { "max_segment_size": 1000000, "memmap_threshold":10000000, "default_segment_number":2 },
+      "hnsw_config": { "m": 64, "ef_construct": 512 },
+      "quantization_config": { "binary": {"always_ram": true} }
+    },
+    "search_params": [
+      { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "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": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "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": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } }
+    ],
+    "upload_params": { "parallel": 16, "batch_size": 1024 }
+  }
+]
diff --git a/experiments/configurations/qdrant-single-node-sq-rps.json b/experiments/configurations/qdrant-single-node-sq-rps.json
new file mode 100644
index 00000000..8bb83d62
--- /dev/null
+++ b/experiments/configurations/qdrant-single-node-sq-rps.json
@@ -0,0 +1,284 @@
+[
+  {
+    "name": "qdrant-sq-rps-default",
+    "engine": "qdrant",
+    "connection_params": { "timeout": 30 },
+    "collection_params": {
+      "quantization_config": { "scalar": {"type": "int8", "quantile": 0.99, "always_ram": true} }
+    },
+    "search_params": [
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } }
+    ],
+    "upload_params": { "parallel": 1, "batch_size": 1024 }
+  },
+  {
+    "name": "qdrant-sq-rps-m-16-ef-128",
+    "engine": "qdrant",
+    "connection_params": { "timeout": 30 },
+    "collection_params": {
+      "optimizers_config": { "max_segment_size": 1000000, "memmap_threshold":10000000, "default_segment_number":2 },
+      "hnsw_config": { "m": 16, "ef_construct": 128 },
+      "quantization_config": { "scalar": {"type": "int8", "quantile": 0.99, "always_ram": true} }
+    },
+    "search_params": [
+      { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "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": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "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": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } }
+    ],
+    "upload_params": { "parallel": 16, "batch_size": 1024 }
+  },
+  {
+    "name": "qdrant-sq-rps-m-32-ef-128",
+    "engine": "qdrant",
+    "connection_params": { "timeout": 30 },
+    "collection_params": {
+      "optimizers_config": { "max_segment_size": 1000000, "memmap_threshold":10000000, "default_segment_number":2 },
+      "hnsw_config": { "m": 32, "ef_construct": 128 },
+      "quantization_config": { "scalar": {"type": "int8", "quantile": 0.99, "always_ram": true} }
+    },
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+      { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 4.0 } } },
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+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
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+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 4.0 } } },
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+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
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+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
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+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } }
+    ],
+    "upload_params": { "parallel": 16, "batch_size": 1024 }
+  },
+  {
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+    "engine": "qdrant",
+    "connection_params": { "timeout": 30 },
+    "collection_params": {
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+      "hnsw_config": { "m": 32, "ef_construct": 256 },
+      "quantization_config": { "scalar": {"type": "int8", "quantile": 0.99, "always_ram": true} }
+    },
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+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
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+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
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+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } }
+    ],
+    "upload_params": { "parallel": 16, "batch_size": 1024 }
+  },
+  {
+    "name": "qdrant-sq-rps-m-32-ef-512",
+    "engine": "qdrant",
+    "connection_params": { "timeout": 30 },
+    "collection_params": {
+      "optimizers_config": { "max_segment_size": 1000000, "memmap_threshold":10000000, "default_segment_number":2 },
+      "hnsw_config": { "m": 32, "ef_construct": 512 },
+      "quantization_config": { "scalar": {"type": "int8", "quantile": 0.99, "always_ram": true} }
+    },
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+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "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": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } }
+    ],
+    "upload_params": { "parallel": 16, "batch_size": 1024 }
+  },
+  {
+    "name": "qdrant-sq-rps-m-64-ef-256",
+    "engine": "qdrant",
+    "connection_params": { "timeout": 30 },
+    "collection_params": {
+      "optimizers_config": { "max_segment_size": 1000000, "memmap_threshold":10000000, "default_segment_number":2 },
+      "hnsw_config": { "m": 64, "ef_construct": 256 },
+      "quantization_config": { "scalar": {"type": "int8", "quantile": 0.99, "always_ram": true} }
+    },
+    "search_params": [
+      { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "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": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "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": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } }
+    ],
+    "upload_params": { "parallel": 16, "batch_size": 1024 }
+  },
+  {
+    "name": "qdrant-sq-rps-m-64-ef-512",
+    "engine": "qdrant",
+    "connection_params": { "timeout": 30 },
+    "collection_params": {
+      "optimizers_config": { "max_segment_size": 1000000, "memmap_threshold":10000000, "default_segment_number":2 },
+      "hnsw_config": { "m": 64, "ef_construct": 512 },
+      "quantization_config": { "scalar": {"type": "int8", "quantile": 0.99, "always_ram": true} }
+    },
+    "search_params": [
+      { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "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": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 1, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 64, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "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": 128, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 128, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 256, "quantization": { "rescore": true, "oversampling": 8.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 1.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 2.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 4.0 } } },
+      { "parallel": 100, "search_params": { "hnsw_ef": 512, "quantization": { "rescore": true, "oversampling": 8.0 } } }
+    ],
+    "upload_params": { "parallel": 16, "batch_size": 1024 }
+  }
+]
diff --git a/tools/remote/setup_benchmark_client.sh b/tools/remote/setup_benchmark_client.sh
index 17d16453..41c36f18 100644
--- a/tools/remote/setup_benchmark_client.sh
+++ b/tools/remote/setup_benchmark_client.sh
@@ -19,7 +19,7 @@ python3 -m poetry install
 
 # if using qdrant vector db
 if [ "$VECTOR_DB" == "qdrant" ]; then
-    QDRANT_CONFIGS=$(cat experiments/configurations/qdrant-single-node{-rps,}.json | jq '.[] | .name' | grep -E 'qdrant(-rps)?-m-.*-ef-.*' | sed 's/"//g')
+    QDRANT_CONFIGS=$(cat experiments/configurations/qdrant-single-node{-bq-rps,-sq-rps,-rps,}.json | jq '.[] | .name' | grep -E 'qdrant(-(rps|bq-rps|sq-rps))?-m-.*-ef-.*' | sed 's/"//g')
 
     for QDRANT_CONFIG in $QDRANT_CONFIGS; do
         # upload