# Memory performance after syncing master; 2026-10-03
# Production commit: 5c98ff9c08a7f9cbc8d6e1f374b542aa312468e9
# Benchmark sources: a21d783b (identical performance*_test.go in both trees)
# Apple M4; darwin/arm64; Go 1.25.4; CPU includes user/system CPU and GC
# Five rounds, alternating version order; -test.cpu=1 -test.benchtime=100ms
# Wall time, cpu-ns/op, B/op and allocs/op; setup and cleanup excluded

# Round 1; UTC 2026-10-03T11:31:16.278228+00:00; load (4.5380859375, 5.77783203125, 7.419921875)
goos: darwin
goarch: arm64
pkg: github.com/mnemon-dev/mnemon/internal/memory
cpu: Apple M4
BenchmarkMemoryRead/N=1/ByID         	   11222	     10607 ns/op	     10450 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1/AllActive    	   10000	     11556 ns/op	     11497 cpu-ns/op	    2296 B/op	      69 allocs/op
BenchmarkMemoryRead/N=1/Ranked       	    5065	     23198 ns/op	     22881 cpu-ns/op	    2584 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1/SourceLatest 	    7618	     16028 ns/op	     16010 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1/SourceRecent 	    5205	     23938 ns/op	     23857 cpu-ns/op	    2504 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1/Entity       	    5848	     20326 ns/op	     20106 cpu-ns/op	     632 B/op	      20 allocs/op
BenchmarkMemoryRead/N=1/EntityMiss   	    6228	     19440 ns/op	     19380 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=1/RankedKeywordMiss         	    5187	     22752 ns/op	     22738 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=1/Embeddings                	   19507	      6110 ns/op	      6097 cpu-ns/op	    1888 B/op	      24 allocs/op
BenchmarkMemoryRead/N=1/Keyword                   	   26461	      4505 ns/op	      4448 cpu-ns/op	    3904 B/op	      57 allocs/op
BenchmarkMemoryRead/N=1/Diff                      	   15757	      7611 ns/op	      7522 cpu-ns/op	    5784 B/op	      93 allocs/op
BenchmarkMemoryRead/N=1/RecallKeyword             	    1450	     74426 ns/op	     74324 cpu-ns/op	    8609 B/op	     192 allocs/op
BenchmarkMemoryRead/N=1/RecallHybrid              	    1519	     93405 ns/op	     92178 cpu-ns/op	   11657 B/op	     222 allocs/op
BenchmarkMemoryRead/N=1/RecallWhy                 	    1671	     61503 ns/op	     59390 cpu-ns/op	   11512 B/op	     216 allocs/op
BenchmarkMemoryRead/N=1/SemanticEmbedding         	   10000	     13640 ns/op	     13071 cpu-ns/op	    2296 B/op	      69 allocs/op
BenchmarkMemoryRead/N=1/SemanticTokens            	   10000	     11561 ns/op	     11535 cpu-ns/op	    2296 B/op	      69 allocs/op
BenchmarkMemoryRead/N=1/Neighborhood              	    6249	     17470 ns/op	     17430 cpu-ns/op	    2864 B/op	      84 allocs/op
BenchmarkMemoryRead/N=10/ByID                     	   10000	     10695 ns/op	     10588 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=10/AllActive                	    2653	     57139 ns/op	     37476 cpu-ns/op	   16000 B/op	     505 allocs/op
BenchmarkMemoryRead/N=10/Ranked                   	    2662	     47643 ns/op	     47273 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=10/SourceLatest             	    7336	     16630 ns/op	     16572 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10/SourceRecent             	    5088	     24315 ns/op	     24213 cpu-ns/op	    2504 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10/Entity                   	    4612	     26099 ns/op	     26054 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=10/EntityMiss               	    5803	     20947 ns/op	     20836 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=10/RankedKeywordMiss        	    4514	     26323 ns/op	     26287 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=10/Embeddings               	    9981	     19860 ns/op	     18125 cpu-ns/op	   16200 B/op	     127 allocs/op
BenchmarkMemoryRead/N=10/Keyword                  	    1966	     54256 ns/op	     44162 cpu-ns/op	   35632 B/op	     457 allocs/op
BenchmarkMemoryRead/N=10/Diff                     	    1630	     80686 ns/op	     79102 cpu-ns/op	   52434 B/op	     739 allocs/op
BenchmarkMemoryRead/N=10/RecallKeyword            	     378	    319180 ns/op	    318272 cpu-ns/op	   90249 B/op	    2012 allocs/op
BenchmarkMemoryRead/N=10/RecallHybrid             	     351	    359925 ns/op	    356698 cpu-ns/op	  118922 B/op	    2179 allocs/op
BenchmarkMemoryRead/N=10/RecallWhy                	     264	    455461 ns/op	    455038 cpu-ns/op	  140214 B/op	    2722 allocs/op
BenchmarkMemoryRead/N=10/SemanticEmbedding        	    2354	     54416 ns/op	     54214 cpu-ns/op	   13120 B/op	     374 allocs/op
BenchmarkMemoryRead/N=10/SemanticTokens           	    1700	     75584 ns/op	     75054 cpu-ns/op	   41816 B/op	     946 allocs/op
BenchmarkMemoryRead/N=10/Neighborhood             	    2467	     50286 ns/op	     50090 cpu-ns/op	   24024 B/op	     769 allocs/op
BenchmarkMemoryRead/N=100/ByID                    	   10000	     10414 ns/op	     10397 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=100/AllActive               	     460	    284063 ns/op	    278511 cpu-ns/op	  152560 B/op	    4828 allocs/op
BenchmarkMemoryRead/N=100/Ranked                  	    2594	     51481 ns/op	     51107 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=100/SourceLatest            	    5721	     21937 ns/op	     21843 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=100/SourceRecent            	    2808	     47425 ns/op	     47247 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=100/Entity                  	    1219	    100253 ns/op	    100014 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=100/EntityMiss              	    1755	     65401 ns/op	     65309 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=100/RankedKeywordMiss       	    2025	     59253 ns/op	     59071 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=100/Embeddings              	    1210	     93760 ns/op	     92793 cpu-ns/op	  155576 B/op	    1120 allocs/op
BenchmarkMemoryRead/N=100/Keyword                 	     322	    378863 ns/op	    375677 cpu-ns/op	  343792 B/op	    4237 allocs/op
BenchmarkMemoryRead/N=100/Diff                    	     256	    474736 ns/op	    470457 cpu-ns/op	  375774 B/op	    4599 allocs/op
BenchmarkMemoryRead/N=100/RecallKeyword           	      48	   2772880 ns/op	   2721354 cpu-ns/op	  804738 B/op	   16646 allocs/op
BenchmarkMemoryRead/N=100/RecallHybrid            	      44	   3046280 ns/op	   3037523 cpu-ns/op	 1136986 B/op	   19756 allocs/op
BenchmarkMemoryRead/N=100/RecallWhy               	      43	   3262873 ns/op	   3243977 cpu-ns/op	 1176535 B/op	   20710 allocs/op
BenchmarkMemoryRead/N=100/SemanticEmbedding       	    1910	     75874 ns/op	     74565 cpu-ns/op	   19904 B/op	     377 allocs/op
BenchmarkMemoryRead/N=100/SemanticTokens          	     170	    699716 ns/op	    696688 cpu-ns/op	  431464 B/op	    9592 allocs/op
BenchmarkMemoryRead/N=100/Neighborhood            	     318	    378005 ns/op	    375541 cpu-ns/op	  232712 B/op	    7441 allocs/op
BenchmarkMemoryRead/N=1000/ByID                   	   10000	     10584 ns/op	     10562 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1000/AllActive              	      54	   2505343 ns/op	   2495926 cpu-ns/op	 1514320 B/op	   48031 allocs/op
BenchmarkMemoryRead/N=1000/Ranked                 	     950	    129575 ns/op	    129465 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=1000/SourceLatest           	    1660	     72760 ns/op	     72695 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1000/SourceRecent           	    1188	    103822 ns/op	    103233 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=1000/Entity                 	      97	   1074747 ns/op	   1046155 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=1000/EntityMiss             	     211	    541840 ns/op	    533052 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=1000/RankedKeywordMiss      	     298	    397292 ns/op	    395359 cpu-ns/op	    1258 B/op	      29 allocs/op
BenchmarkMemoryRead/N=1000/Embeddings             	     140	    853521 ns/op	    845614 cpu-ns/op	 1512473 B/op	   11023 allocs/op
BenchmarkMemoryRead/N=1000/Keyword                	      33	   4012481 ns/op	   3857303 cpu-ns/op	 3425394 B/op	   42037 allocs/op
BenchmarkMemoryRead/N=1000/Diff                   	      32	   3917573 ns/op	   3898156 cpu-ns/op	 3631358 B/op	   42407 allocs/op
BenchmarkMemoryRead/N=1000/RecallKeyword          	      13	   8442093 ns/op	   8378538 cpu-ns/op	 5357864 B/op	   97656 allocs/op
BenchmarkMemoryRead/N=1000/RecallHybrid           	       9	  13111356 ns/op	  13023778 cpu-ns/op	 8438714 B/op	  119210 allocs/op
BenchmarkMemoryRead/N=1000/RecallWhy              	       8	  15657266 ns/op	  15219875 cpu-ns/op	 8530409 B/op	  121842 allocs/op
BenchmarkMemoryRead/N=1000/SemanticEmbedding      	     499	    246343 ns/op	    241423 cpu-ns/op	   71744 B/op	     380 allocs/op
BenchmarkMemoryRead/N=1000/SemanticTokens         	      15	   7318858 ns/op	   7222133 cpu-ns/op	 4315144 B/op	   95998 allocs/op
BenchmarkMemoryRead/N=1000/Neighborhood           	      38	   3606123 ns/op	   3580289 cpu-ns/op	 2417216 B/op	   74060 allocs/op
BenchmarkMemoryRead/N=10000/ByID                  	   10000	     10013 ns/op	     10011 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=10000/AllActive             	       4	  30420177 ns/op	  30036500 cpu-ns/op	15271920 B/op	  480048 allocs/op
BenchmarkMemoryRead/N=10000/Ranked                	     122	    978338 ns/op	    979082 cpu-ns/op	   16290 B/op	     509 allocs/op
BenchmarkMemoryRead/N=10000/SourceLatest          	     193	    619550 ns/op	    618098 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10000/SourceRecent          	     177	    668886 ns/op	    669322 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=10000/Entity                	       8	  12626161 ns/op	  12628500 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=10000/EntityMiss            	      20	   5545694 ns/op	   5547700 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=10000/RankedKeywordMiss     	      28	   4039558 ns/op	   4041536 cpu-ns/op	    1276 B/op	      29 allocs/op
BenchmarkMemoryRead/N=10000/Embeddings            	      10	  10422783 ns/op	  10408500 cpu-ns/op	16547804 B/op	  110031 allocs/op
BenchmarkMemoryRead/N=10000/Keyword               	       3	  33688778 ns/op	  33648667 cpu-ns/op	34241405 B/op	  420037 allocs/op
BenchmarkMemoryRead/N=10000/Diff                  	       3	  36349153 ns/op	  36331667 cpu-ns/op	36019717 B/op	  420472 allocs/op
BenchmarkMemoryRead/N=10000/RecallKeyword         	       2	  72580188 ns/op	  72081000 cpu-ns/op	50788556 B/op	  907733 allocs/op
BenchmarkMemoryRead/N=10000/RecallHybrid          	       2	  91305020 ns/op	  90775500 cpu-ns/op	78844276 B/op	 1038035 allocs/op
BenchmarkMemoryRead/N=10000/RecallWhy             	       2	  89959542 ns/op	  89375500 cpu-ns/op	78922032 B/op	 1041042 allocs/op
BenchmarkMemoryRead/N=10000/SemanticEmbedding     	      66	   1811833 ns/op	   1811970 cpu-ns/op	  989248 B/op	     387 allocs/op
BenchmarkMemoryRead/N=10000/SemanticTokens        	       2	  74015396 ns/op	  73529500 cpu-ns/op	43615536 B/op	  960022 allocs/op
BenchmarkMemoryRead/N=10000/Neighborhood          	       3	  41644056 ns/op	  40754333 cpu-ns/op	23987317 B/op	  740171 allocs/op
BenchmarkMemoryInsert/N=1                         	    1153	     91223 ns/op	     75302 cpu-ns/op	    1723 B/op	      37 allocs/op
BenchmarkMemoryInsert/N=10                        	     390	    288220 ns/op	    278908 cpu-ns/op	   13657 B/op	     307 allocs/op
BenchmarkMemoryInsert/N=100                       	      49	   2767480 ns/op	   2459714 cpu-ns/op	  133187 B/op	    3007 allocs/op
BenchmarkMemoryInsert/N=1000                      	       3	  45546722 ns/op	  43951667 cpu-ns/op	 1329253 B/op	   30019 allocs/op
BenchmarkMemoryInsert/N=10000                     	       1	 551548167 ns/op	 537519000 cpu-ns/op	13281848 B/op	  300029 allocs/op
BenchmarkMemoryMaintenance/N=1/KnownEntities      	   14169	      8427 ns/op	      8384 cpu-ns/op	     696 B/op	      18 allocs/op
BenchmarkMemoryMaintenance/N=1/Retention          	    1533	    125840 ns/op	     70064 cpu-ns/op	    3330 B/op	      98 allocs/op
BenchmarkMemoryMaintenance/N=1/EngineProvided     	     454	    226088 ns/op	    163236 cpu-ns/op	    7677 B/op	     176 allocs/op
BenchmarkMemoryMaintenance/N=10/KnownEntities     	    7338	     15869 ns/op	     15826 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=10/Retention         	     674	    168881 ns/op	    153528 cpu-ns/op	   20616 B/op	     677 allocs/op
BenchmarkMemoryMaintenance/N=10/EngineProvided    	     278	    437654 ns/op	    416504 cpu-ns/op	   24066 B/op	     591 allocs/op
BenchmarkMemoryMaintenance/N=100/KnownEntities    	    1742	     70380 ns/op	     70224 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=100/Retention        	     102	   1162086 ns/op	   1129167 cpu-ns/op	  192584 B/op	    6272 allocs/op
BenchmarkMemoryMaintenance/N=100/EngineProvided   	     100	   1084528 ns/op	   1057010 cpu-ns/op	   58112 B/op	    1474 allocs/op
BenchmarkMemoryMaintenance/N=1000/KnownEntities   	     196	    610040 ns/op	    607689 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=1000/Retention       	       8	  12608557 ns/op	  12335875 cpu-ns/op	 1904826 B/op	   62092 allocs/op
BenchmarkMemoryMaintenance/N=1000/EngineProvided  	      32	   3632917 ns/op	   3580188 cpu-ns/op	   73736 B/op	    1528 allocs/op
BenchmarkMemoryMaintenance/N=10000/KnownEntities  	      14	   7322417 ns/op	   7301357 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=10000/Retention      	       1	 175561750 ns/op	 171709000 cpu-ns/op	20506536 B/op	  620173 allocs/op
BenchmarkMemoryMaintenance/N=10000/EngineProvided 	       3	  43367458 ns/op	  42171000 cpu-ns/op	  297810 B/op	    1533 allocs/op
BenchmarkMemoryDenseRecall/N=1                    	    1987	     65659 ns/op	     65326 cpu-ns/op	   11353 B/op	     209 allocs/op
BenchmarkMemoryDenseRecall/N=10                   	     188	    635461 ns/op	    615654 cpu-ns/op	  193359 B/op	    4450 allocs/op
BenchmarkMemoryDenseRecall/N=100                  	       6	  19239451 ns/op	  19178667 cpu-ns/op	 5680869 B/op	  177375 allocs/op
PASS

# Round 2; UTC 2026-10-03T11:32:06.863164+00:00; load (4.20361328125, 5.5126953125, 7.2275390625)
goos: darwin
goarch: arm64
pkg: github.com/mnemon-dev/mnemon/internal/memory
cpu: Apple M4
BenchmarkMemoryRead/N=1/ByID         	   10000	     10709 ns/op	     10686 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1/AllActive    	   10000	     11643 ns/op	     11567 cpu-ns/op	    2296 B/op	      69 allocs/op
BenchmarkMemoryRead/N=1/Ranked       	    5383	     24218 ns/op	     23775 cpu-ns/op	    2584 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1/SourceLatest 	    6548	     17122 ns/op	     16784 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1/SourceRecent 	    5142	     23657 ns/op	     23627 cpu-ns/op	    2504 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1/Entity       	    6049	     19735 ns/op	     19547 cpu-ns/op	     632 B/op	      20 allocs/op
BenchmarkMemoryRead/N=1/EntityMiss   	    6036	     18813 ns/op	     18814 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=1/RankedKeywordMiss         	    5206	     22613 ns/op	     22611 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=1/Embeddings                	   19734	      6045 ns/op	      6034 cpu-ns/op	    1888 B/op	      24 allocs/op
BenchmarkMemoryRead/N=1/Keyword                   	   28207	      4231 ns/op	      4210 cpu-ns/op	    3904 B/op	      57 allocs/op
BenchmarkMemoryRead/N=1/Diff                      	   16490	      7266 ns/op	      7222 cpu-ns/op	    5784 B/op	      93 allocs/op
BenchmarkMemoryRead/N=1/RecallKeyword             	    1635	     74466 ns/op	     74390 cpu-ns/op	    8609 B/op	     192 allocs/op
BenchmarkMemoryRead/N=1/RecallHybrid              	    1527	     88699 ns/op	     86992 cpu-ns/op	   11657 B/op	     222 allocs/op
BenchmarkMemoryRead/N=1/RecallWhy                 	    2642	     47755 ns/op	     47715 cpu-ns/op	   11512 B/op	     216 allocs/op
BenchmarkMemoryRead/N=1/SemanticEmbedding         	   10000	     11583 ns/op	     11572 cpu-ns/op	    2296 B/op	      69 allocs/op
BenchmarkMemoryRead/N=1/SemanticTokens            	   10000	     12260 ns/op	     12181 cpu-ns/op	    2296 B/op	      69 allocs/op
BenchmarkMemoryRead/N=1/Neighborhood              	    6996	     18457 ns/op	     18251 cpu-ns/op	    2864 B/op	      84 allocs/op
BenchmarkMemoryRead/N=10/ByID                     	   10000	     10615 ns/op	     10599 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=10/AllActive                	    4072	     33437 ns/op	     33340 cpu-ns/op	   16000 B/op	     505 allocs/op
BenchmarkMemoryRead/N=10/Ranked                   	    2883	     45799 ns/op	     45695 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=10/SourceLatest             	    7543	     15989 ns/op	     15987 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10/SourceRecent             	    5089	     23969 ns/op	     23963 cpu-ns/op	    2504 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10/Entity                   	    4533	     25683 ns/op	     25660 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=10/EntityMiss               	    5678	     20740 ns/op	     20707 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=10/RankedKeywordMiss        	    4676	     25477 ns/op	     25462 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=10/Embeddings               	   10000	     14009 ns/op	     13926 cpu-ns/op	   16200 B/op	     127 allocs/op
BenchmarkMemoryRead/N=10/Keyword                  	    3259	     37456 ns/op	     37263 cpu-ns/op	   35632 B/op	     457 allocs/op
BenchmarkMemoryRead/N=10/Diff                     	    1730	     79979 ns/op	     78161 cpu-ns/op	   52434 B/op	     739 allocs/op
BenchmarkMemoryRead/N=10/RecallKeyword            	     340	    339871 ns/op	    336747 cpu-ns/op	   90249 B/op	    2012 allocs/op
BenchmarkMemoryRead/N=10/RecallHybrid             	     356	    341655 ns/op	    340969 cpu-ns/op	  118922 B/op	    2179 allocs/op
BenchmarkMemoryRead/N=10/RecallWhy                	     267	    443990 ns/op	    443217 cpu-ns/op	  140213 B/op	    2722 allocs/op
BenchmarkMemoryRead/N=10/SemanticEmbedding        	    2433	     53938 ns/op	     53901 cpu-ns/op	   13120 B/op	     374 allocs/op
BenchmarkMemoryRead/N=10/SemanticTokens           	    1699	     72948 ns/op	     72702 cpu-ns/op	   41816 B/op	     946 allocs/op
BenchmarkMemoryRead/N=10/Neighborhood             	    2467	     50040 ns/op	     49827 cpu-ns/op	   24024 B/op	     769 allocs/op
BenchmarkMemoryRead/N=100/ByID                    	   10000	     10333 ns/op	     10320 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=100/AllActive               	     470	    260532 ns/op	    259628 cpu-ns/op	  152560 B/op	    4828 allocs/op
BenchmarkMemoryRead/N=100/Ranked                  	    2601	     49510 ns/op	     49429 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=100/SourceLatest            	    5786	     21024 ns/op	     21017 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=100/SourceRecent            	    2890	     46454 ns/op	     46236 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=100/Entity                  	    1213	     98256 ns/op	     98312 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=100/EntityMiss              	    1845	     64529 ns/op	     64397 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=100/RankedKeywordMiss       	    2079	     57478 ns/op	     57488 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=100/Embeddings              	    1272	     91465 ns/op	     90693 cpu-ns/op	  155576 B/op	    1120 allocs/op
BenchmarkMemoryRead/N=100/Keyword                 	     327	    363894 ns/op	    361554 cpu-ns/op	  343792 B/op	    4237 allocs/op
BenchmarkMemoryRead/N=100/Diff                    	     272	    444475 ns/op	    442390 cpu-ns/op	  375774 B/op	    4599 allocs/op
BenchmarkMemoryRead/N=100/RecallKeyword           	      45	   2607801 ns/op	   2603444 cpu-ns/op	  804737 B/op	   16646 allocs/op
BenchmarkMemoryRead/N=100/RecallHybrid            	      43	   3158625 ns/op	   3138977 cpu-ns/op	 1136990 B/op	   19756 allocs/op
BenchmarkMemoryRead/N=100/RecallWhy               	      39	   3247786 ns/op	   3236154 cpu-ns/op	 1176537 B/op	   20710 allocs/op
BenchmarkMemoryRead/N=100/SemanticEmbedding       	    1902	     70394 ns/op	     70283 cpu-ns/op	   19904 B/op	     377 allocs/op
BenchmarkMemoryRead/N=100/SemanticTokens          	     162	    719740 ns/op	    710846 cpu-ns/op	  431464 B/op	    9592 allocs/op
BenchmarkMemoryRead/N=100/Neighborhood            	     326	    389857 ns/op	    374887 cpu-ns/op	  232712 B/op	    7441 allocs/op
BenchmarkMemoryRead/N=1000/ByID                   	   10000	     10247 ns/op	     10249 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1000/AllActive              	      54	   2472959 ns/op	   2452611 cpu-ns/op	 1514320 B/op	   48031 allocs/op
BenchmarkMemoryRead/N=1000/Ranked                 	     966	    128003 ns/op	    128019 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=1000/SourceLatest           	    1694	     71426 ns/op	     71413 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1000/SourceRecent           	    1225	    105919 ns/op	    105119 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=1000/Entity                 	      94	   1092565 ns/op	   1023479 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=1000/EntityMiss             	     234	    509014 ns/op	    509158 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=1000/RankedKeywordMiss      	     301	    389585 ns/op	    388724 cpu-ns/op	    1258 B/op	      29 allocs/op
BenchmarkMemoryRead/N=1000/Embeddings             	     146	    810738 ns/op	    805788 cpu-ns/op	 1512473 B/op	   11023 allocs/op
BenchmarkMemoryRead/N=1000/Keyword                	      34	   3526445 ns/op	   3513206 cpu-ns/op	 3425395 B/op	   42037 allocs/op
BenchmarkMemoryRead/N=1000/Diff                   	      31	   3994337 ns/op	   3950129 cpu-ns/op	 3631396 B/op	   42407 allocs/op
BenchmarkMemoryRead/N=1000/RecallKeyword          	      13	   7978375 ns/op	   7969308 cpu-ns/op	 5357842 B/op	   97655 allocs/op
BenchmarkMemoryRead/N=1000/RecallHybrid           	       9	  12336232 ns/op	  12314778 cpu-ns/op	 8438714 B/op	  119210 allocs/op
BenchmarkMemoryRead/N=1000/RecallWhy              	       9	  12989611 ns/op	  12965556 cpu-ns/op	 8530378 B/op	  121843 allocs/op
BenchmarkMemoryRead/N=1000/SemanticEmbedding      	     565	    219984 ns/op	    219768 cpu-ns/op	   71744 B/op	     380 allocs/op
BenchmarkMemoryRead/N=1000/SemanticTokens         	      18	   6649928 ns/op	   6627889 cpu-ns/op	 4315144 B/op	   95998 allocs/op
BenchmarkMemoryRead/N=1000/Neighborhood           	      38	   3476856 ns/op	   3462868 cpu-ns/op	 2417216 B/op	   74060 allocs/op
BenchmarkMemoryRead/N=10000/ByID                  	   10000	     10040 ns/op	     10043 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=10000/AllActive             	       4	  29196240 ns/op	  28744000 cpu-ns/op	15271920 B/op	  480048 allocs/op
BenchmarkMemoryRead/N=10000/Ranked                	     124	    954072 ns/op	    954379 cpu-ns/op	   16290 B/op	     509 allocs/op
BenchmarkMemoryRead/N=10000/SourceLatest          	     199	    599799 ns/op	    599814 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10000/SourceRecent          	     182	    654983 ns/op	    655341 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=10000/Entity                	       8	  12684151 ns/op	  12675375 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=10000/EntityMiss            	      19	   5428498 ns/op	   5431211 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=10000/RankedKeywordMiss     	      27	   4074562 ns/op	   4075778 cpu-ns/op	    1277 B/op	      29 allocs/op
BenchmarkMemoryRead/N=10000/Embeddings            	      10	  10168233 ns/op	  10154000 cpu-ns/op	16547806 B/op	  110031 allocs/op
BenchmarkMemoryRead/N=10000/Keyword               	       3	  33839778 ns/op	  33819667 cpu-ns/op	34241400 B/op	  420037 allocs/op
BenchmarkMemoryRead/N=10000/Diff                  	       3	  36596750 ns/op	  36572667 cpu-ns/op	36019717 B/op	  420472 allocs/op
BenchmarkMemoryRead/N=10000/RecallKeyword         	       2	  70085896 ns/op	  69542000 cpu-ns/op	50788564 B/op	  907733 allocs/op
BenchmarkMemoryRead/N=10000/RecallHybrid          	       2	  89610229 ns/op	  87870500 cpu-ns/op	78844276 B/op	 1038035 allocs/op
BenchmarkMemoryRead/N=10000/RecallWhy             	       2	  92076917 ns/op	  91085500 cpu-ns/op	78922032 B/op	 1041042 allocs/op
BenchmarkMemoryRead/N=10000/SemanticEmbedding     	      67	   1809438 ns/op	   1809239 cpu-ns/op	  989248 B/op	     387 allocs/op
BenchmarkMemoryRead/N=10000/SemanticTokens        	       2	  70561188 ns/op	  70066000 cpu-ns/op	43615528 B/op	  960022 allocs/op
BenchmarkMemoryRead/N=10000/Neighborhood          	       3	  44607681 ns/op	  42395667 cpu-ns/op	23987317 B/op	  740171 allocs/op
BenchmarkMemoryInsert/N=1                         	    1126	     95606 ns/op	     76941 cpu-ns/op	    1727 B/op	      37 allocs/op
BenchmarkMemoryInsert/N=10                        	     397	    576681 ns/op	    386277 cpu-ns/op	   13657 B/op	     307 allocs/op
BenchmarkMemoryInsert/N=100                       	      51	   2356113 ns/op	   2291157 cpu-ns/op	  133184 B/op	    3007 allocs/op
BenchmarkMemoryInsert/N=1000                      	       3	  60298500 ns/op	  51198333 cpu-ns/op	 1329253 B/op	   30019 allocs/op
BenchmarkMemoryInsert/N=10000                     	       1	 591878417 ns/op	 551200000 cpu-ns/op	13281968 B/op	  300030 allocs/op
BenchmarkMemoryMaintenance/N=1/KnownEntities      	   15066	      7969 ns/op	      7967 cpu-ns/op	     696 B/op	      18 allocs/op
BenchmarkMemoryMaintenance/N=1/Retention          	    1478	     79597 ns/op	     61324 cpu-ns/op	    3330 B/op	      98 allocs/op
BenchmarkMemoryMaintenance/N=1/EngineProvided     	    1098	    111878 ns/op	    111836 cpu-ns/op	    7364 B/op	     174 allocs/op
BenchmarkMemoryMaintenance/N=10/KnownEntities     	    7899	     15945 ns/op	     15906 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=10/Retention         	     585	    176222 ns/op	    158176 cpu-ns/op	   20616 B/op	     677 allocs/op
BenchmarkMemoryMaintenance/N=10/EngineProvided    	     285	    419771 ns/op	    399912 cpu-ns/op	   24041 B/op	     590 allocs/op
BenchmarkMemoryMaintenance/N=100/KnownEntities    	    1756	     71303 ns/op	     70800 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=100/Retention        	      92	   1138351 ns/op	   1107272 cpu-ns/op	  192584 B/op	    6272 allocs/op
BenchmarkMemoryMaintenance/N=100/EngineProvided   	     100	   1061584 ns/op	   1036730 cpu-ns/op	   58132 B/op	    1476 allocs/op
BenchmarkMemoryMaintenance/N=1000/KnownEntities   	     200	    594814 ns/op	    594760 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=1000/Retention       	       9	  12204273 ns/op	  11829556 cpu-ns/op	 1904831 B/op	   62092 allocs/op
BenchmarkMemoryMaintenance/N=1000/EngineProvided  	      32	   3547165 ns/op	   3471438 cpu-ns/op	   73706 B/op	    1526 allocs/op
BenchmarkMemoryMaintenance/N=10000/KnownEntities  	      18	   6528424 ns/op	   6528556 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=10000/Retention      	       1	 174997625 ns/op	 169215000 cpu-ns/op	20506536 B/op	  620173 allocs/op
BenchmarkMemoryMaintenance/N=10000/EngineProvided 	       2	  50786584 ns/op	  41295000 cpu-ns/op	  297836 B/op	    1534 allocs/op
BenchmarkMemoryDenseRecall/N=1                    	    1977	     64124 ns/op	     64003 cpu-ns/op	   11353 B/op	     209 allocs/op
BenchmarkMemoryDenseRecall/N=10                   	     228	    526227 ns/op	    525447 cpu-ns/op	  193357 B/op	    4450 allocs/op
BenchmarkMemoryDenseRecall/N=100                  	       6	  18338319 ns/op	  18318833 cpu-ns/op	 5687053 B/op	  177376 allocs/op
PASS

# Round 3; UTC 2026-10-03T11:32:23.879573+00:00; load (4.7578125, 5.54541015625, 7.1982421875)
goos: darwin
goarch: arm64
pkg: github.com/mnemon-dev/mnemon/internal/memory
cpu: Apple M4
BenchmarkMemoryRead/N=1/ByID         	   10000	     10355 ns/op	     10340 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1/AllActive    	   10000	     11308 ns/op	     11307 cpu-ns/op	    2296 B/op	      69 allocs/op
BenchmarkMemoryRead/N=1/Ranked       	    5442	     22502 ns/op	     22481 cpu-ns/op	    2584 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1/SourceLatest 	    7856	     15795 ns/op	     15786 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1/SourceRecent 	    5308	     23448 ns/op	     23444 cpu-ns/op	    2504 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1/Entity       	    5803	     19595 ns/op	     19614 cpu-ns/op	     632 B/op	      20 allocs/op
BenchmarkMemoryRead/N=1/EntityMiss   	    5881	     19681 ns/op	     19674 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=1/RankedKeywordMiss         	    5300	     22579 ns/op	     22578 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=1/Embeddings                	   19407	      6116 ns/op	      6110 cpu-ns/op	    1888 B/op	      24 allocs/op
BenchmarkMemoryRead/N=1/Keyword                   	   27182	      4343 ns/op	      4316 cpu-ns/op	    3904 B/op	      57 allocs/op
BenchmarkMemoryRead/N=1/Diff                      	   16502	      7284 ns/op	      7252 cpu-ns/op	    5784 B/op	      93 allocs/op
BenchmarkMemoryRead/N=1/RecallKeyword             	    1666	     75193 ns/op	     74740 cpu-ns/op	    8608 B/op	     192 allocs/op
BenchmarkMemoryRead/N=1/RecallHybrid              	    1515	     82219 ns/op	     82186 cpu-ns/op	   11657 B/op	     222 allocs/op
BenchmarkMemoryRead/N=1/RecallWhy                 	    2724	     47477 ns/op	     47414 cpu-ns/op	   11512 B/op	     216 allocs/op
BenchmarkMemoryRead/N=1/SemanticEmbedding         	   10000	     11907 ns/op	     11890 cpu-ns/op	    2296 B/op	      69 allocs/op
BenchmarkMemoryRead/N=1/SemanticTokens            	   10000	     11877 ns/op	     11852 cpu-ns/op	    2296 B/op	      69 allocs/op
BenchmarkMemoryRead/N=1/Neighborhood              	    6895	     17508 ns/op	     17471 cpu-ns/op	    2864 B/op	      84 allocs/op
BenchmarkMemoryRead/N=10/ByID                     	   10000	     10304 ns/op	     10287 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=10/AllActive                	    4119	     33384 ns/op	     33175 cpu-ns/op	   16000 B/op	     505 allocs/op
BenchmarkMemoryRead/N=10/Ranked                   	    2667	     45870 ns/op	     45592 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=10/SourceLatest             	    7834	     15853 ns/op	     15850 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10/SourceRecent             	    5383	     23310 ns/op	     23297 cpu-ns/op	    2504 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10/Entity                   	    4711	     25624 ns/op	     25614 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=10/EntityMiss               	    5703	     20806 ns/op	     20814 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=10/RankedKeywordMiss        	    4563	     25647 ns/op	     25636 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=10/Embeddings               	   10000	     14338 ns/op	     14257 cpu-ns/op	   16200 B/op	     127 allocs/op
BenchmarkMemoryRead/N=10/Keyword                  	    3214	     37838 ns/op	     37639 cpu-ns/op	   35632 B/op	     457 allocs/op
BenchmarkMemoryRead/N=10/Diff                     	    1687	     75896 ns/op	     75365 cpu-ns/op	   52434 B/op	     739 allocs/op
BenchmarkMemoryRead/N=10/RecallKeyword            	     363	    328146 ns/op	    325094 cpu-ns/op	   90249 B/op	    2012 allocs/op
BenchmarkMemoryRead/N=10/RecallHybrid             	     357	    337452 ns/op	    336829 cpu-ns/op	  118922 B/op	    2179 allocs/op
BenchmarkMemoryRead/N=10/RecallWhy                	     262	    455674 ns/op	    453866 cpu-ns/op	  140214 B/op	    2722 allocs/op
BenchmarkMemoryRead/N=10/SemanticEmbedding        	    2464	     53989 ns/op	     53929 cpu-ns/op	   13120 B/op	     374 allocs/op
BenchmarkMemoryRead/N=10/SemanticTokens           	    1742	     74036 ns/op	     73774 cpu-ns/op	   41816 B/op	     946 allocs/op
BenchmarkMemoryRead/N=10/Neighborhood             	    2403	     49268 ns/op	     49151 cpu-ns/op	   24024 B/op	     769 allocs/op
BenchmarkMemoryRead/N=100/ByID                    	   10000	     10384 ns/op	     10377 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=100/AllActive               	     460	    263077 ns/op	    262350 cpu-ns/op	  152560 B/op	    4828 allocs/op
BenchmarkMemoryRead/N=100/Ranked                  	    2624	     50205 ns/op	     50120 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=100/SourceLatest            	    5814	     20954 ns/op	     20956 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=100/SourceRecent            	    2886	     45851 ns/op	     45772 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=100/Entity                  	    1222	     97739 ns/op	     97777 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=100/EntityMiss              	    1872	     65282 ns/op	     65063 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=100/RankedKeywordMiss       	    2067	     57844 ns/op	     57873 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=100/Embeddings              	    1262	     91324 ns/op	     90567 cpu-ns/op	  155576 B/op	    1120 allocs/op
BenchmarkMemoryRead/N=100/Keyword                 	     336	    361564 ns/op	    359610 cpu-ns/op	  343792 B/op	    4237 allocs/op
BenchmarkMemoryRead/N=100/Diff                    	     243	    517554 ns/op	    501099 cpu-ns/op	  375774 B/op	    4599 allocs/op
BenchmarkMemoryRead/N=100/RecallKeyword           	      44	   2875958 ns/op	   2813636 cpu-ns/op	  804739 B/op	   16646 allocs/op
BenchmarkMemoryRead/N=100/RecallHybrid            	      43	   3312208 ns/op	   3243791 cpu-ns/op	 1136984 B/op	   19756 allocs/op
BenchmarkMemoryRead/N=100/RecallWhy               	      42	   3406709 ns/op	   3328810 cpu-ns/op	 1176533 B/op	   20710 allocs/op
BenchmarkMemoryRead/N=100/SemanticEmbedding       	    1876	     70648 ns/op	     70625 cpu-ns/op	   19904 B/op	     377 allocs/op
BenchmarkMemoryRead/N=100/SemanticTokens          	     177	    674798 ns/op	    672847 cpu-ns/op	  431464 B/op	    9592 allocs/op
BenchmarkMemoryRead/N=100/Neighborhood            	     331	    361214 ns/op	    359625 cpu-ns/op	  232712 B/op	    7441 allocs/op
BenchmarkMemoryRead/N=1000/ByID                   	   10000	     10444 ns/op	     10439 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1000/AllActive              	      52	   2447042 ns/op	   2434577 cpu-ns/op	 1514320 B/op	   48031 allocs/op
BenchmarkMemoryRead/N=1000/Ranked                 	     966	    128187 ns/op	    128138 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=1000/SourceLatest           	    1662	     72673 ns/op	     72635 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1000/SourceRecent           	    1213	    101859 ns/op	    101721 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=1000/Entity                 	     123	    963415 ns/op	    962626 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=1000/EntityMiss             	     234	    510424 ns/op	    510534 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=1000/RankedKeywordMiss      	     310	    388808 ns/op	    388394 cpu-ns/op	    1258 B/op	      29 allocs/op
BenchmarkMemoryRead/N=1000/Embeddings             	     136	    858842 ns/op	    847757 cpu-ns/op	 1512473 B/op	   11023 allocs/op
BenchmarkMemoryRead/N=1000/Keyword                	      38	   3467782 ns/op	   3455053 cpu-ns/op	 3425394 B/op	   42037 allocs/op
BenchmarkMemoryRead/N=1000/Diff                   	      33	   3749944 ns/op	   3736333 cpu-ns/op	 3631323 B/op	   42407 allocs/op
BenchmarkMemoryRead/N=1000/RecallKeyword          	      13	   8041263 ns/op	   8026462 cpu-ns/op	 5357842 B/op	   97655 allocs/op
BenchmarkMemoryRead/N=1000/RecallHybrid           	       9	  12321931 ns/op	  12291778 cpu-ns/op	 8438714 B/op	  119210 allocs/op
BenchmarkMemoryRead/N=1000/RecallWhy              	       9	  13473796 ns/op	  13437889 cpu-ns/op	 8530378 B/op	  121843 allocs/op
BenchmarkMemoryRead/N=1000/SemanticEmbedding      	     560	    225619 ns/op	    224811 cpu-ns/op	   71744 B/op	     380 allocs/op
BenchmarkMemoryRead/N=1000/SemanticTokens         	      18	   6589002 ns/op	   6576889 cpu-ns/op	 4315144 B/op	   95998 allocs/op
BenchmarkMemoryRead/N=1000/Neighborhood           	      38	   3424647 ns/op	   3415474 cpu-ns/op	 2417216 B/op	   74060 allocs/op
BenchmarkMemoryRead/N=10000/ByID                  	   10000	     10418 ns/op	     10362 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=10000/AllActive             	       4	  29885458 ns/op	  29262500 cpu-ns/op	15271920 B/op	  480048 allocs/op
BenchmarkMemoryRead/N=10000/Ranked                	     124	    952331 ns/op	    952492 cpu-ns/op	   16290 B/op	     509 allocs/op
BenchmarkMemoryRead/N=10000/SourceLatest          	     198	    601329 ns/op	    601606 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10000/SourceRecent          	     182	    656742 ns/op	    656714 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=10000/Entity                	       8	  14053078 ns/op	  13487000 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=10000/EntityMiss            	      20	   5325281 ns/op	   5326850 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=10000/RankedKeywordMiss     	      28	   4037256 ns/op	   4037929 cpu-ns/op	    1276 B/op	      29 allocs/op
BenchmarkMemoryRead/N=10000/Embeddings            	      10	  10034888 ns/op	  10016300 cpu-ns/op	16547801 B/op	  110031 allocs/op
BenchmarkMemoryRead/N=10000/Keyword               	       3	  33605347 ns/op	  33593667 cpu-ns/op	34241394 B/op	  420037 allocs/op
BenchmarkMemoryRead/N=10000/Diff                  	       3	  35447264 ns/op	  35433000 cpu-ns/op	36019717 B/op	  420472 allocs/op
BenchmarkMemoryRead/N=10000/RecallKeyword         	       2	  70325146 ns/op	  69980000 cpu-ns/op	50788556 B/op	  907733 allocs/op
BenchmarkMemoryRead/N=10000/RecallHybrid          	       2	  94820208 ns/op	  93344000 cpu-ns/op	78853048 B/op	 1038227 allocs/op
BenchmarkMemoryRead/N=10000/RecallWhy             	       2	  93286958 ns/op	  92475000 cpu-ns/op	78922024 B/op	 1041042 allocs/op
BenchmarkMemoryRead/N=10000/SemanticEmbedding     	      62	   1979922 ns/op	   1976484 cpu-ns/op	  989249 B/op	     387 allocs/op
BenchmarkMemoryRead/N=10000/SemanticTokens        	       2	  73762750 ns/op	  72947500 cpu-ns/op	43615528 B/op	  960022 allocs/op
BenchmarkMemoryRead/N=10000/Neighborhood          	       3	  40791972 ns/op	  40180333 cpu-ns/op	23987322 B/op	  740171 allocs/op
BenchmarkMemoryInsert/N=1                         	    1108	     91556 ns/op	     76112 cpu-ns/op	    1712 B/op	      37 allocs/op
BenchmarkMemoryInsert/N=10                        	     396	    300138 ns/op	    276106 cpu-ns/op	   13657 B/op	     307 allocs/op
BenchmarkMemoryInsert/N=100                       	      52	   2291417 ns/op	   2269365 cpu-ns/op	  133186 B/op	    3007 allocs/op
BenchmarkMemoryInsert/N=1000                      	       3	  40981584 ns/op	  40656333 cpu-ns/op	 1329216 B/op	   30019 allocs/op
BenchmarkMemoryInsert/N=10000                     	       1	 505219042 ns/op	 503905000 cpu-ns/op	13281720 B/op	  300027 allocs/op
BenchmarkMemoryMaintenance/N=1/KnownEntities      	   15036	      7967 ns/op	      7966 cpu-ns/op	     696 B/op	      18 allocs/op
BenchmarkMemoryMaintenance/N=1/Retention          	    1630	     73284 ns/op	     58725 cpu-ns/op	    3299 B/op	      98 allocs/op
BenchmarkMemoryMaintenance/N=1/EngineProvided     	    1128	    109665 ns/op	    109647 cpu-ns/op	    7465 B/op	     175 allocs/op
BenchmarkMemoryMaintenance/N=10/KnownEntities     	    7881	     15808 ns/op	     15808 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=10/Retention         	     668	    169214 ns/op	    154835 cpu-ns/op	   20616 B/op	     677 allocs/op
BenchmarkMemoryMaintenance/N=10/EngineProvided    	     282	    431423 ns/op	    413968 cpu-ns/op	   24061 B/op	     591 allocs/op
BenchmarkMemoryMaintenance/N=100/KnownEntities    	    1755	     68704 ns/op	     68672 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=100/Retention        	      93	   1156616 ns/op	   1097452 cpu-ns/op	  192584 B/op	    6272 allocs/op
BenchmarkMemoryMaintenance/N=100/EngineProvided   	     100	   1031372 ns/op	   1009790 cpu-ns/op	   58116 B/op	    1475 allocs/op
BenchmarkMemoryMaintenance/N=1000/KnownEntities   	     199	    600370 ns/op	    600121 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=1000/Retention       	       9	  12072421 ns/op	  11844000 cpu-ns/op	 1904825 B/op	   62092 allocs/op
BenchmarkMemoryMaintenance/N=1000/EngineProvided  	      31	   3527660 ns/op	   3485839 cpu-ns/op	   73693 B/op	    1525 allocs/op
BenchmarkMemoryMaintenance/N=10000/KnownEntities  	      16	   6704865 ns/op	   6708625 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=10000/Retention      	       1	 174867875 ns/op	 170104000 cpu-ns/op	20506536 B/op	  620173 allocs/op
BenchmarkMemoryMaintenance/N=10000/EngineProvided 	       3	  37902500 ns/op	  37832333 cpu-ns/op	  297816 B/op	    1535 allocs/op
BenchmarkMemoryDenseRecall/N=1                    	    1962	     62855 ns/op	     62876 cpu-ns/op	   11352 B/op	     209 allocs/op
BenchmarkMemoryDenseRecall/N=10                   	     230	    517953 ns/op	    517709 cpu-ns/op	  193357 B/op	    4450 allocs/op
BenchmarkMemoryDenseRecall/N=100                  	       6	  21673326 ns/op	  20550500 cpu-ns/op	 5687048 B/op	  177376 allocs/op
PASS

# Round 4; UTC 2026-10-03T11:33:13.926534+00:00; load (3.953125, 5.236328125, 6.9892578125)
goos: darwin
goarch: arm64
pkg: github.com/mnemon-dev/mnemon/internal/memory
cpu: Apple M4
BenchmarkMemoryRead/N=1/ByID         	   10000	     10324 ns/op	     10241 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1/AllActive    	   10000	     11354 ns/op	     11303 cpu-ns/op	    2296 B/op	      69 allocs/op
BenchmarkMemoryRead/N=1/Ranked       	    5415	     22687 ns/op	     22686 cpu-ns/op	    2584 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1/SourceLatest 	    7113	     15954 ns/op	     15936 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1/SourceRecent 	    5288	     24190 ns/op	     24009 cpu-ns/op	    2504 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1/Entity       	    5869	     20065 ns/op	     19686 cpu-ns/op	     632 B/op	      20 allocs/op
BenchmarkMemoryRead/N=1/EntityMiss   	    6265	     19100 ns/op	     19107 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=1/RankedKeywordMiss         	    5149	     22758 ns/op	     22715 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=1/Embeddings                	   19789	      6043 ns/op	      6036 cpu-ns/op	    1888 B/op	      24 allocs/op
BenchmarkMemoryRead/N=1/Keyword                   	   27910	      4287 ns/op	      4264 cpu-ns/op	    3904 B/op	      57 allocs/op
BenchmarkMemoryRead/N=1/Diff                      	   15636	      7765 ns/op	      7674 cpu-ns/op	    5784 B/op	      93 allocs/op
BenchmarkMemoryRead/N=1/RecallKeyword             	    1404	     82534 ns/op	     80721 cpu-ns/op	    8609 B/op	     192 allocs/op
BenchmarkMemoryRead/N=1/RecallHybrid              	    1507	     82072 ns/op	     82079 cpu-ns/op	   11657 B/op	     222 allocs/op
BenchmarkMemoryRead/N=1/RecallWhy                 	    2778	     47910 ns/op	     47851 cpu-ns/op	   11512 B/op	     216 allocs/op
BenchmarkMemoryRead/N=1/SemanticEmbedding         	   10000	     11433 ns/op	     11425 cpu-ns/op	    2296 B/op	      69 allocs/op
BenchmarkMemoryRead/N=1/SemanticTokens            	   10000	     11821 ns/op	     11747 cpu-ns/op	    2296 B/op	      69 allocs/op
BenchmarkMemoryRead/N=1/Neighborhood              	    7221	     17056 ns/op	     17046 cpu-ns/op	    2864 B/op	      84 allocs/op
BenchmarkMemoryRead/N=10/ByID                     	   10000	     10286 ns/op	     10277 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=10/AllActive                	    4209	     32574 ns/op	     32498 cpu-ns/op	   16000 B/op	     505 allocs/op
BenchmarkMemoryRead/N=10/Ranked                   	    2918	     45024 ns/op	     44959 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=10/SourceLatest             	    7910	     15882 ns/op	     15878 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10/SourceRecent             	    5094	     24686 ns/op	     24452 cpu-ns/op	    2504 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10/Entity                   	    4734	     25198 ns/op	     25199 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=10/EntityMiss               	    5748	     21104 ns/op	     21069 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=10/RankedKeywordMiss        	    4566	     25763 ns/op	     25761 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=10/Embeddings               	   10000	     14330 ns/op	     14235 cpu-ns/op	   16200 B/op	     127 allocs/op
BenchmarkMemoryRead/N=10/Keyword                  	    3121	     37967 ns/op	     37777 cpu-ns/op	   35632 B/op	     457 allocs/op
BenchmarkMemoryRead/N=10/Diff                     	    1696	     75030 ns/op	     74713 cpu-ns/op	   52434 B/op	     739 allocs/op
BenchmarkMemoryRead/N=10/RecallKeyword            	     380	    309014 ns/op	    308566 cpu-ns/op	   90249 B/op	    2012 allocs/op
BenchmarkMemoryRead/N=10/RecallHybrid             	     361	    339521 ns/op	    338787 cpu-ns/op	  118923 B/op	    2179 allocs/op
BenchmarkMemoryRead/N=10/RecallWhy                	     267	    448697 ns/op	    448045 cpu-ns/op	  140214 B/op	    2722 allocs/op
BenchmarkMemoryRead/N=10/SemanticEmbedding        	    2396	     53992 ns/op	     53956 cpu-ns/op	   13120 B/op	     374 allocs/op
BenchmarkMemoryRead/N=10/SemanticTokens           	    1676	     78411 ns/op	     77402 cpu-ns/op	   41816 B/op	     946 allocs/op
BenchmarkMemoryRead/N=10/Neighborhood             	    2395	     54445 ns/op	     53499 cpu-ns/op	   24024 B/op	     769 allocs/op
BenchmarkMemoryRead/N=100/ByID                    	   10000	     12364 ns/op	     11907 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=100/AllActive               	     429	    284232 ns/op	    281014 cpu-ns/op	  152560 B/op	    4828 allocs/op
BenchmarkMemoryRead/N=100/Ranked                  	    2553	     50332 ns/op	     50211 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=100/SourceLatest            	    5881	     21092 ns/op	     21070 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=100/SourceRecent            	    2911	     45842 ns/op	     45771 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=100/Entity                  	    1216	     97992 ns/op	     98005 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=100/EntityMiss              	    1897	     63951 ns/op	     64014 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=100/RankedKeywordMiss       	    2097	     57847 ns/op	     57751 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=100/Embeddings              	    1226	     94610 ns/op	     93542 cpu-ns/op	  155576 B/op	    1120 allocs/op
BenchmarkMemoryRead/N=100/Keyword                 	     327	    393984 ns/op	    385223 cpu-ns/op	  343792 B/op	    4237 allocs/op
BenchmarkMemoryRead/N=100/Diff                    	     220	    542224 ns/op	    521532 cpu-ns/op	  375774 B/op	    4599 allocs/op
BenchmarkMemoryRead/N=100/RecallKeyword           	      48	   2739750 ns/op	   2699500 cpu-ns/op	  804738 B/op	   16646 allocs/op
BenchmarkMemoryRead/N=100/RecallHybrid            	      44	   3025897 ns/op	   3004205 cpu-ns/op	 1136985 B/op	   19756 allocs/op
BenchmarkMemoryRead/N=100/RecallWhy               	      43	   3146963 ns/op	   3139395 cpu-ns/op	 1176535 B/op	   20710 allocs/op
BenchmarkMemoryRead/N=100/SemanticEmbedding       	    1912	     70105 ns/op	     70025 cpu-ns/op	   19904 B/op	     377 allocs/op
BenchmarkMemoryRead/N=100/SemanticTokens          	     171	    693546 ns/op	    691567 cpu-ns/op	  431464 B/op	    9592 allocs/op
BenchmarkMemoryRead/N=100/Neighborhood            	     330	    369907 ns/op	    368412 cpu-ns/op	  232712 B/op	    7441 allocs/op
BenchmarkMemoryRead/N=1000/ByID                   	   10000	     10394 ns/op	     10387 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1000/AllActive              	      52	   2428417 ns/op	   2423481 cpu-ns/op	 1514320 B/op	   48031 allocs/op
BenchmarkMemoryRead/N=1000/Ranked                 	     974	    127845 ns/op	    127840 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=1000/SourceLatest           	    1692	     73072 ns/op	     72780 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1000/SourceRecent           	    1065	    107358 ns/op	    105154 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=1000/Entity                 	     124	    957980 ns/op	    958339 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=1000/EntityMiss             	     236	    512863 ns/op	    512860 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=1000/RankedKeywordMiss      	     309	    385493 ns/op	    385605 cpu-ns/op	    1258 B/op	      29 allocs/op
BenchmarkMemoryRead/N=1000/Embeddings             	     144	    826220 ns/op	    821201 cpu-ns/op	 1512473 B/op	   11023 allocs/op
BenchmarkMemoryRead/N=1000/Keyword                	      36	   3634722 ns/op	   3570917 cpu-ns/op	 3425394 B/op	   42037 allocs/op
BenchmarkMemoryRead/N=1000/Diff                   	      30	   4017388 ns/op	   3983767 cpu-ns/op	 3631435 B/op	   42407 allocs/op
BenchmarkMemoryRead/N=1000/RecallKeyword          	      13	  10979375 ns/op	  10010154 cpu-ns/op	 5357852 B/op	   97656 allocs/op
BenchmarkMemoryRead/N=1000/RecallHybrid           	       8	  15238312 ns/op	  13991750 cpu-ns/op	 8435022 B/op	  119209 allocs/op
BenchmarkMemoryRead/N=1000/RecallWhy              	       8	  13458662 ns/op	  13434125 cpu-ns/op	 8530428 B/op	  121843 allocs/op
BenchmarkMemoryRead/N=1000/SemanticEmbedding      	     560	    225314 ns/op	    224891 cpu-ns/op	   71744 B/op	     380 allocs/op
BenchmarkMemoryRead/N=1000/SemanticTokens         	      15	   6738992 ns/op	   6726267 cpu-ns/op	 4315144 B/op	   95998 allocs/op
BenchmarkMemoryRead/N=1000/Neighborhood           	      38	   4822657 ns/op	   4480053 cpu-ns/op	 2417216 B/op	   74060 allocs/op
BenchmarkMemoryRead/N=10000/ByID                  	   10000	     10156 ns/op	     10142 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=10000/AllActive             	       4	  32671958 ns/op	  29820250 cpu-ns/op	15271920 B/op	  480048 allocs/op
BenchmarkMemoryRead/N=10000/Ranked                	     121	    986419 ns/op	    981215 cpu-ns/op	   16290 B/op	     509 allocs/op
BenchmarkMemoryRead/N=10000/SourceLatest          	     195	    606526 ns/op	    606856 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10000/SourceRecent          	     178	    668819 ns/op	    667916 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=10000/Entity                	       8	  13995292 ns/op	  13887875 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=10000/EntityMiss            	      18	   6330023 ns/op	   6324444 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=10000/RankedKeywordMiss     	      24	   4590085 ns/op	   4585667 cpu-ns/op	    1280 B/op	      29 allocs/op
BenchmarkMemoryRead/N=10000/Embeddings            	       9	  11450384 ns/op	  11250444 cpu-ns/op	16547805 B/op	  110031 allocs/op
BenchmarkMemoryRead/N=10000/Keyword               	       3	  36340445 ns/op	  36010000 cpu-ns/op	34241394 B/op	  420037 allocs/op
BenchmarkMemoryRead/N=10000/Diff                  	       3	  39258833 ns/op	  39063667 cpu-ns/op	36019717 B/op	  420472 allocs/op
BenchmarkMemoryRead/N=10000/RecallKeyword         	       2	  74734104 ns/op	  73265500 cpu-ns/op	50788564 B/op	  907733 allocs/op
BenchmarkMemoryRead/N=10000/RecallHybrid          	       2	  97163833 ns/op	  93062000 cpu-ns/op	78853040 B/op	 1038227 allocs/op
BenchmarkMemoryRead/N=10000/RecallWhy             	       2	  93125500 ns/op	  90164000 cpu-ns/op	78915268 B/op	 1040807 allocs/op
BenchmarkMemoryRead/N=10000/SemanticEmbedding     	      56	   2001516 ns/op	   1982500 cpu-ns/op	  989248 B/op	     387 allocs/op
BenchmarkMemoryRead/N=10000/SemanticTokens        	       2	  73635938 ns/op	  72405500 cpu-ns/op	43615528 B/op	  960022 allocs/op
BenchmarkMemoryRead/N=10000/Neighborhood          	       3	  40767375 ns/op	  40116667 cpu-ns/op	23987317 B/op	  740171 allocs/op
BenchmarkMemoryInsert/N=1                         	    1125	     92379 ns/op	     75694 cpu-ns/op	    1707 B/op	      37 allocs/op
BenchmarkMemoryInsert/N=10                        	     399	    358064 ns/op	    303486 cpu-ns/op	   13657 B/op	     307 allocs/op
BenchmarkMemoryInsert/N=100                       	      50	   2525853 ns/op	   2431020 cpu-ns/op	  133184 B/op	    3007 allocs/op
BenchmarkMemoryInsert/N=1000                      	       3	  50408292 ns/op	  45102000 cpu-ns/op	 1329298 B/op	   30020 allocs/op
BenchmarkMemoryInsert/N=10000                     	       1	 550634874 ns/op	 524331000 cpu-ns/op	13281968 B/op	  300030 allocs/op
BenchmarkMemoryMaintenance/N=1/KnownEntities      	   15268	      7936 ns/op	      7934 cpu-ns/op	     696 B/op	      18 allocs/op
BenchmarkMemoryMaintenance/N=1/Retention          	    1561	     75305 ns/op	     59171 cpu-ns/op	    3309 B/op	      98 allocs/op
BenchmarkMemoryMaintenance/N=1/EngineProvided     	    1114	    109331 ns/op	    108956 cpu-ns/op	    7420 B/op	     175 allocs/op
BenchmarkMemoryMaintenance/N=10/KnownEntities     	    7830	     15380 ns/op	     15380 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=10/Retention         	     678	    166644 ns/op	    151117 cpu-ns/op	   20616 B/op	     677 allocs/op
BenchmarkMemoryMaintenance/N=10/EngineProvided    	     280	    427443 ns/op	    407543 cpu-ns/op	   24035 B/op	     590 allocs/op
BenchmarkMemoryMaintenance/N=100/KnownEntities    	    1689	     69562 ns/op	     69487 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=100/Retention        	      90	   1330911 ns/op	   1146556 cpu-ns/op	  192584 B/op	    6272 allocs/op
BenchmarkMemoryMaintenance/N=100/EngineProvided   	     100	   1089102 ns/op	   1048630 cpu-ns/op	   58137 B/op	    1476 allocs/op
BenchmarkMemoryMaintenance/N=1000/KnownEntities   	     195	    605668 ns/op	    604523 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=1000/Retention       	       9	  11855079 ns/op	  11650000 cpu-ns/op	 1904827 B/op	   62092 allocs/op
BenchmarkMemoryMaintenance/N=1000/EngineProvided  	      32	   3537220 ns/op	   3465906 cpu-ns/op	   73730 B/op	    1528 allocs/op
BenchmarkMemoryMaintenance/N=10000/KnownEntities  	      16	   6731969 ns/op	   6733062 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=10000/Retention      	       1	 175005209 ns/op	 171704000 cpu-ns/op	20506536 B/op	  620173 allocs/op
BenchmarkMemoryMaintenance/N=10000/EngineProvided 	       3	  35974000 ns/op	  35906000 cpu-ns/op	  297789 B/op	    1534 allocs/op
BenchmarkMemoryDenseRecall/N=1                    	    1965	     62863 ns/op	     62832 cpu-ns/op	   11352 B/op	     209 allocs/op
BenchmarkMemoryDenseRecall/N=10                   	     232	    524951 ns/op	    524129 cpu-ns/op	  193357 B/op	    4450 allocs/op
BenchmarkMemoryDenseRecall/N=100                  	       6	  18343215 ns/op	  18324333 cpu-ns/op	 5687050 B/op	  177376 allocs/op
PASS

# Round 5; UTC 2026-10-03T11:33:31.341155+00:00; load (4.05517578125, 5.19189453125, 6.9423828125)
goos: darwin
goarch: arm64
pkg: github.com/mnemon-dev/mnemon/internal/memory
cpu: Apple M4
BenchmarkMemoryRead/N=1/ByID         	   10000	     10232 ns/op	     10217 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1/AllActive    	   10000	     11227 ns/op	     11220 cpu-ns/op	    2296 B/op	      69 allocs/op
BenchmarkMemoryRead/N=1/Ranked       	    5497	     22981 ns/op	     22880 cpu-ns/op	    2584 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1/SourceLatest 	    7801	     15788 ns/op	     15779 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1/SourceRecent 	    5282	     23369 ns/op	     23347 cpu-ns/op	    2504 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1/Entity       	    5785	     19697 ns/op	     19711 cpu-ns/op	     632 B/op	      20 allocs/op
BenchmarkMemoryRead/N=1/EntityMiss   	    6308	     19226 ns/op	     19216 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=1/RankedKeywordMiss         	    5216	     22765 ns/op	     22756 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=1/Embeddings                	   19801	      6081 ns/op	      6074 cpu-ns/op	    1888 B/op	      24 allocs/op
BenchmarkMemoryRead/N=1/Keyword                   	   27572	      4285 ns/op	      4264 cpu-ns/op	    3904 B/op	      57 allocs/op
BenchmarkMemoryRead/N=1/Diff                      	   16171	      7320 ns/op	      7286 cpu-ns/op	    5784 B/op	      93 allocs/op
BenchmarkMemoryRead/N=1/RecallKeyword             	    1633	     73404 ns/op	     73389 cpu-ns/op	    8609 B/op	     192 allocs/op
BenchmarkMemoryRead/N=1/RecallHybrid              	    1567	     80729 ns/op	     80666 cpu-ns/op	   11657 B/op	     222 allocs/op
BenchmarkMemoryRead/N=1/RecallWhy                 	    2748	     47398 ns/op	     47346 cpu-ns/op	   11512 B/op	     216 allocs/op
BenchmarkMemoryRead/N=1/SemanticEmbedding         	   10000	     11319 ns/op	     11310 cpu-ns/op	    2296 B/op	      69 allocs/op
BenchmarkMemoryRead/N=1/SemanticTokens            	   10000	     11352 ns/op	     11346 cpu-ns/op	    2296 B/op	      69 allocs/op
BenchmarkMemoryRead/N=1/Neighborhood              	    7359	     16897 ns/op	     16884 cpu-ns/op	    2864 B/op	      84 allocs/op
BenchmarkMemoryRead/N=10/ByID                     	   10000	     10137 ns/op	     10123 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=10/AllActive                	    4185	     32756 ns/op	     32681 cpu-ns/op	   16000 B/op	     505 allocs/op
BenchmarkMemoryRead/N=10/Ranked                   	    2978	     44811 ns/op	     44736 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=10/SourceLatest             	    7826	     15877 ns/op	     15867 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10/SourceRecent             	    5269	     23462 ns/op	     23455 cpu-ns/op	    2504 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10/Entity                   	    4759	     25247 ns/op	     25260 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=10/EntityMiss               	    5917	     20329 ns/op	     20331 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=10/RankedKeywordMiss        	    4645	     25397 ns/op	     25373 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=10/Embeddings               	   10000	     14416 ns/op	     14324 cpu-ns/op	   16200 B/op	     127 allocs/op
BenchmarkMemoryRead/N=10/Keyword                  	    3085	     38092 ns/op	     37841 cpu-ns/op	   35632 B/op	     457 allocs/op
BenchmarkMemoryRead/N=10/Diff                     	    1590	     75322 ns/op	     74999 cpu-ns/op	   52434 B/op	     739 allocs/op
BenchmarkMemoryRead/N=10/RecallKeyword            	     382	    321891 ns/op	    317903 cpu-ns/op	   90249 B/op	    2012 allocs/op
BenchmarkMemoryRead/N=10/RecallHybrid             	     336	    340904 ns/op	    339289 cpu-ns/op	  118922 B/op	    2179 allocs/op
BenchmarkMemoryRead/N=10/RecallWhy                	     246	    480260 ns/op	    474630 cpu-ns/op	  140214 B/op	    2722 allocs/op
BenchmarkMemoryRead/N=10/SemanticEmbedding        	    2187	     66362 ns/op	     59405 cpu-ns/op	   13120 B/op	     374 allocs/op
BenchmarkMemoryRead/N=10/SemanticTokens           	    1701	     76212 ns/op	     75212 cpu-ns/op	   41816 B/op	     946 allocs/op
BenchmarkMemoryRead/N=10/Neighborhood             	    2460	     51390 ns/op	     50854 cpu-ns/op	   24024 B/op	     769 allocs/op
BenchmarkMemoryRead/N=100/ByID                    	   10000	     10334 ns/op	     10318 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=100/AllActive               	     468	    262749 ns/op	    260955 cpu-ns/op	  152560 B/op	    4828 allocs/op
BenchmarkMemoryRead/N=100/Ranked                  	    2661	     49511 ns/op	     49411 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=100/SourceLatest            	    5770	     20779 ns/op	     20771 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=100/SourceRecent            	    2919	     45100 ns/op	     45029 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=100/Entity                  	    1216	     97822 ns/op	     97887 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=100/EntityMiss              	    1844	     64012 ns/op	     64044 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=100/RankedKeywordMiss       	    2054	     58171 ns/op	     58092 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=100/Embeddings              	    1267	     91942 ns/op	     91131 cpu-ns/op	  155576 B/op	    1120 allocs/op
BenchmarkMemoryRead/N=100/Keyword                 	     326	    359514 ns/op	    357506 cpu-ns/op	  343792 B/op	    4237 allocs/op
BenchmarkMemoryRead/N=100/Diff                    	     270	    443937 ns/op	    441889 cpu-ns/op	  375774 B/op	    4599 allocs/op
BenchmarkMemoryRead/N=100/RecallKeyword           	      48	   2540168 ns/op	   2534604 cpu-ns/op	  804732 B/op	   16646 allocs/op
BenchmarkMemoryRead/N=100/RecallHybrid            	      45	   2919270 ns/op	   2909867 cpu-ns/op	 1136983 B/op	   19756 allocs/op
BenchmarkMemoryRead/N=100/RecallWhy               	      40	   3138888 ns/op	   3127850 cpu-ns/op	 1176536 B/op	   20710 allocs/op
BenchmarkMemoryRead/N=100/SemanticEmbedding       	    1882	     71598 ns/op	     71451 cpu-ns/op	   19904 B/op	     377 allocs/op
BenchmarkMemoryRead/N=100/SemanticTokens          	     174	    688707 ns/op	    686213 cpu-ns/op	  431464 B/op	    9592 allocs/op
BenchmarkMemoryRead/N=100/Neighborhood            	     333	    369971 ns/op	    367036 cpu-ns/op	  232712 B/op	    7441 allocs/op
BenchmarkMemoryRead/N=1000/ByID                   	   10000	     10301 ns/op	     10299 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1000/AllActive              	      54	   2498346 ns/op	   2487444 cpu-ns/op	 1514320 B/op	   48031 allocs/op
BenchmarkMemoryRead/N=1000/Ranked                 	     962	    126700 ns/op	    126753 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=1000/SourceLatest           	    1706	     70706 ns/op	     70709 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1000/SourceRecent           	    1267	     99858 ns/op	     99803 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=1000/Entity                 	     123	    959236 ns/op	    959358 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=1000/EntityMiss             	     231	    513142 ns/op	    513113 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=1000/RankedKeywordMiss      	     310	    387648 ns/op	    387706 cpu-ns/op	    1258 B/op	      29 allocs/op
BenchmarkMemoryRead/N=1000/Embeddings             	     139	    855274 ns/op	    849209 cpu-ns/op	 1512473 B/op	   11023 allocs/op
BenchmarkMemoryRead/N=1000/Keyword                	      37	   3537948 ns/op	   3523541 cpu-ns/op	 3425394 B/op	   42037 allocs/op
BenchmarkMemoryRead/N=1000/Diff                   	      32	   3807401 ns/op	   3800188 cpu-ns/op	 3631362 B/op	   42407 allocs/op
BenchmarkMemoryRead/N=1000/RecallKeyword          	      13	   8173869 ns/op	   8157846 cpu-ns/op	 5357852 B/op	   97656 allocs/op
BenchmarkMemoryRead/N=1000/RecallHybrid           	       9	  12886287 ns/op	  12864444 cpu-ns/op	 8434477 B/op	  119209 allocs/op
BenchmarkMemoryRead/N=1000/RecallWhy              	       9	  13765472 ns/op	  13515667 cpu-ns/op	 8530378 B/op	  121843 allocs/op
BenchmarkMemoryRead/N=1000/SemanticEmbedding      	     529	    224162 ns/op	    223319 cpu-ns/op	   71744 B/op	     380 allocs/op
BenchmarkMemoryRead/N=1000/SemanticTokens         	      15	   6801650 ns/op	   6776000 cpu-ns/op	 4315144 B/op	   95998 allocs/op
BenchmarkMemoryRead/N=1000/Neighborhood           	      40	   3381542 ns/op	   3370675 cpu-ns/op	 2417216 B/op	   74060 allocs/op
BenchmarkMemoryRead/N=10000/ByID                  	   12044	      9924 ns/op	      9922 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=10000/AllActive             	       4	  28776104 ns/op	  28181500 cpu-ns/op	15271920 B/op	  480048 allocs/op
BenchmarkMemoryRead/N=10000/Ranked                	     124	    957295 ns/op	    957605 cpu-ns/op	   16290 B/op	     509 allocs/op
BenchmarkMemoryRead/N=10000/SourceLatest          	     201	    593604 ns/op	    593766 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10000/SourceRecent          	     180	    660749 ns/op	    660633 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=10000/Entity                	       8	  16706776 ns/op	  13524375 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=10000/EntityMiss            	      14	   7967854 ns/op	   6915286 cpu-ns/op	     569 B/op	      15 allocs/op
BenchmarkMemoryRead/N=10000/RankedKeywordMiss     	      26	   4106070 ns/op	   4076500 cpu-ns/op	    1278 B/op	      29 allocs/op
BenchmarkMemoryRead/N=10000/Embeddings            	      10	  10763033 ns/op	  10652500 cpu-ns/op	16547804 B/op	  110031 allocs/op
BenchmarkMemoryRead/N=10000/Keyword               	       3	  33787292 ns/op	  33745333 cpu-ns/op	34241400 B/op	  420037 allocs/op
BenchmarkMemoryRead/N=10000/Diff                  	       3	  35441625 ns/op	  35429000 cpu-ns/op	36007365 B/op	  420471 allocs/op
BenchmarkMemoryRead/N=10000/RecallKeyword         	       2	  69748604 ns/op	  69091000 cpu-ns/op	50788556 B/op	  907733 allocs/op
BenchmarkMemoryRead/N=10000/RecallHybrid          	       2	 123186938 ns/op	  94086500 cpu-ns/op	78853040 B/op	 1038227 allocs/op
BenchmarkMemoryRead/N=10000/RecallWhy             	       2	  93256916 ns/op	  91750000 cpu-ns/op	78922032 B/op	 1041042 allocs/op
BenchmarkMemoryRead/N=10000/SemanticEmbedding     	      66	   1850886 ns/op	   1850667 cpu-ns/op	  989248 B/op	     387 allocs/op
BenchmarkMemoryRead/N=10000/SemanticTokens        	       2	  72971584 ns/op	  72400000 cpu-ns/op	43615536 B/op	  960022 allocs/op
BenchmarkMemoryRead/N=10000/Neighborhood          	       3	  42181917 ns/op	  40305667 cpu-ns/op	23987317 B/op	  740171 allocs/op
BenchmarkMemoryInsert/N=1                         	    1137	     90350 ns/op	     74800 cpu-ns/op	    1715 B/op	      37 allocs/op
BenchmarkMemoryInsert/N=10                        	     410	    286399 ns/op	    269268 cpu-ns/op	   13657 B/op	     307 allocs/op
BenchmarkMemoryInsert/N=100                       	      52	   2265752 ns/op	   2237750 cpu-ns/op	  133184 B/op	    3007 allocs/op
BenchmarkMemoryInsert/N=1000                      	       3	  41658638 ns/op	  41479667 cpu-ns/op	 1329298 B/op	   30020 allocs/op
BenchmarkMemoryInsert/N=10000                     	       1	 506502000 ns/op	 505728000 cpu-ns/op	13281848 B/op	  300029 allocs/op
BenchmarkMemoryMaintenance/N=1/KnownEntities      	   14941	      7987 ns/op	      7977 cpu-ns/op	     696 B/op	      18 allocs/op
BenchmarkMemoryMaintenance/N=1/Retention          	    1579	     75573 ns/op	     59286 cpu-ns/op	    3363 B/op	      98 allocs/op
BenchmarkMemoryMaintenance/N=1/EngineProvided     	    1149	    107196 ns/op	    107161 cpu-ns/op	    7382 B/op	     175 allocs/op
BenchmarkMemoryMaintenance/N=10/KnownEntities     	    7902	     15617 ns/op	     15558 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=10/Retention         	     687	    164980 ns/op	    149229 cpu-ns/op	   20616 B/op	     677 allocs/op
BenchmarkMemoryMaintenance/N=10/EngineProvided    	     286	    435433 ns/op	    410636 cpu-ns/op	   24043 B/op	     590 allocs/op
BenchmarkMemoryMaintenance/N=100/KnownEntities    	    1758	     68284 ns/op	     68296 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=100/Retention        	     104	   1139914 ns/op	   1103346 cpu-ns/op	  192584 B/op	    6272 allocs/op
BenchmarkMemoryMaintenance/N=100/EngineProvided   	     109	   1088235 ns/op	   1058193 cpu-ns/op	   58153 B/op	    1477 allocs/op
BenchmarkMemoryMaintenance/N=1000/KnownEntities   	     200	    604110 ns/op	    603035 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=1000/Retention       	       9	  12033167 ns/op	  11849000 cpu-ns/op	 1904825 B/op	   62092 allocs/op
BenchmarkMemoryMaintenance/N=1000/EngineProvided  	      32	   3491729 ns/op	   3450875 cpu-ns/op	   73708 B/op	    1526 allocs/op
BenchmarkMemoryMaintenance/N=10000/KnownEntities  	      18	   6384944 ns/op	   6388222 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=10000/Retention      	       1	 172337500 ns/op	 168345000 cpu-ns/op	20506536 B/op	  620173 allocs/op
BenchmarkMemoryMaintenance/N=10000/EngineProvided 	       3	  36361097 ns/op	  36233000 cpu-ns/op	  297757 B/op	    1534 allocs/op
BenchmarkMemoryDenseRecall/N=1                    	    1958	     64233 ns/op	     64037 cpu-ns/op	   11352 B/op	     209 allocs/op
BenchmarkMemoryDenseRecall/N=10                   	     204	    580224 ns/op	    568740 cpu-ns/op	  193358 B/op	    4450 allocs/op
BenchmarkMemoryDenseRecall/N=100                  	       6	  18095465 ns/op	  18076333 cpu-ns/op	 5687053 B/op	  177376 allocs/op
PASS
