_TESTS/temp_bench_10k/benchmark_10k_summary.json

{
    "Metadata": {
                     "Date": "2026-11-01 01:59:33",
                     "PowerShellVersion": "5.1.26100.9843",
                     "TotalRecords": 10000,
                     "OS": "Microsoft Windows 10.0.26340"
                 },
    "Part1_PersistentDisk": [
                                 {
                                     "Speedup": 0.1,
                                     "Operation": "Bulk Ingestion (10,000 docs to disk)",
                                     "PSLocalBaseMs": 3833.55,
                                     "FlatJsonMs": 372.47,
                                     "Winner": "Flat JSON"
                                 },
                                 {
                                     "Speedup": 9.21,
                                     "Operation": "Point Lookups (100 random IDs on disk)",
                                     "PSLocalBaseMs": 75,
                                     "FlatJsonMs": 690.63,
                                     "Winner": "PSLocalBase"
                                 },
                                 {
                                     "Speedup": 2.73,
                                     "Operation": "Multi-filter Query (active AND score \u003e= 80)",
                                     "PSLocalBaseMs": 194.12,
                                     "FlatJsonMs": 529.63,
                                     "Winner": "PSLocalBase"
                                 },
                                 {
                                     "Speedup": 14.05,
                                     "Operation": "Sorting \u0026 Pagination (Top 10 DESC)",
                                     "PSLocalBaseMs": 39.54,
                                     "FlatJsonMs": 555.67,
                                     "Winner": "PSLocalBase"
                                 },
                                 {
                                     "Speedup": 14.69,
                                     "Operation": "Scalar Aggregate Count (Engineering)",
                                     "PSLocalBaseMs": 34.35,
                                     "FlatJsonMs": 504.71,
                                     "Winner": "PSLocalBase"
                                 },
                                 {
                                     "Speedup": 140.61,
                                     "Operation": "Partial Updates (10 docs on disk)",
                                     "PSLocalBaseMs": 68.89,
                                     "FlatJsonMs": 9686.95,
                                     "Winner": "PSLocalBase"
                                 },
                                 {
                                     "Speedup": 189.44,
                                     "Operation": "Individual Deletions (10 docs on disk)",
                                     "PSLocalBaseMs": 77.41,
                                     "FlatJsonMs": 14664.57,
                                     "Winner": "PSLocalBase"
                                 },
                                 {
                                     "Speedup": 8.59,
                                     "Operation": "Dual Collection Relational JOIN (5k orders x 5k users)",
                                     "PSLocalBaseMs": 32.6,
                                     "FlatJsonMs": 279.98,
                                     "Winner": "PSLocalBase"
                                 },
                                 {
                                     "Speedup": 10.59,
                                     "Operation": "In-Engine Mathematical Sum (.sum())",
                                     "PSLocalBaseMs": 43.37,
                                     "FlatJsonMs": 459.49,
                                     "Winner": "PSLocalBase"
                                 },
                                 {
                                     "Speedup": 17.92,
                                     "Operation": "Selective Field Projection (.select() 100 docs)",
                                     "PSLocalBaseMs": 27.47,
                                     "FlatJsonMs": 492.36,
                                     "Winner": "PSLocalBase"
                                 },
                                 {
                                     "Speedup": 11.64,
                                     "Operation": "Array Length Filtering (whereLength)",
                                     "PSLocalBaseMs": 37.43,
                                     "FlatJsonMs": 435.64,
                                     "Winner": "PSLocalBase"
                                 },
                                 {
                                     "Speedup": 32.79,
                                     "Operation": "Instant Existence Check (.exists())",
                                     "PSLocalBaseMs": 14.7,
                                     "FlatJsonMs": 482.06,
                                     "Winner": "PSLocalBase"
                                 },
                                 {
                                     "Speedup": 470.76,
                                     "Operation": "Atomic Upsert (10 records on disk)",
                                     "PSLocalBaseMs": 32.55,
                                     "FlatJsonMs": 15323.35,
                                     "Winner": "PSLocalBase"
                                 }
                             ],
    "Part2_InMemoryAndSync": [
                                  {
                                      "Speedup": 0.06,
                                      "Operation": "In-Memory Ingestion (10,000 docs)",
                                      "PSLocalBaseMs": 3744.19,
                                      "FlatJsonMs": 223.91,
                                      "Winner": "Flat JSON"
                                  },
                                  {
                                      "Speedup": 8.18,
                                      "Operation": "In-Memory Point Lookups (100 random IDs)",
                                      "PSLocalBaseMs": 75.35,
                                      "FlatJsonMs": 616.1,
                                      "Winner": "PSLocalBase"
                                  },
                                  {
                                      "Speedup": 0.08,
                                      "Operation": "In-Memory Multi-filter Query",
                                      "PSLocalBaseMs": 165.9,
                                      "FlatJsonMs": 12.48,
                                      "Winner": "Flat JSON"
                                  },
                                  {
                                      "Speedup": 3.47,
                                      "Operation": "In-Memory Sorting \u0026 Pagination (Top 10)",
                                      "PSLocalBaseMs": 23.26,
                                      "FlatJsonMs": 80.67,
                                      "Winner": "PSLocalBase"
                                  },
                                  {
                                      "Speedup": 0.63,
                                      "Operation": "In-Memory Aggregate Count (WHERE + count)",
                                      "PSLocalBaseMs": 19.96,
                                      "FlatJsonMs": 12.49,
                                      "Winner": "Flat JSON"
                                  },
                                  {
                                      "Speedup": 3.72,
                                      "Operation": "In-Memory 100 Document Updates",
                                      "PSLocalBaseMs": 210.6,
                                      "FlatJsonMs": 783.06,
                                      "Winner": "PSLocalBase"
                                  },
                                  {
                                      "Speedup": 17.13,
                                      "Operation": "SYNC TO DISK (10,000 Records Flush)",
                                      "PSLocalBaseMs": 29.51,
                                      "FlatJsonMs": 505.52,
                                      "Winner": "PSLocalBase"
                                  }
                              ],
    "StorageMetrics": {
                           "Part2_SyncedDbKB": 4708,
                           "Part1_FlatJsonDiskKB": 2019.43,
                           "Part1_PSLocalBaseDiskKB": 4728,
                           "Part2_SyncedJsonKB": 2025.51
                       }
}