# Memory performance after syncing master; 2026-10-03
# Production commit: 9393edbe4bc29e4c7068dc672e4f52b85fbd4e2e
# 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 2026-10-03T11:31:33.486556+00:00; load (4.611328125, 5.7109375, 7.35693359375)
goos: darwin
goarch: arm64
pkg: github.com/mnemon-dev/mnemon/internal/memory
cpu: Apple M4
BenchmarkMemoryRead/N=1/ByID         	   10000	     10387 ns/op	     10308 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1/AllActive    	   10000	     11565 ns/op	     11519 cpu-ns/op	    2296 B/op	      69 allocs/op
BenchmarkMemoryRead/N=1/Ranked       	    5815	     23252 ns/op	     22711 cpu-ns/op	    2584 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1/SourceLatest 	    7263	     16025 ns/op	     15633 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1/SourceRecent 	    5166	     25030 ns/op	     24364 cpu-ns/op	    2504 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1/Entity       	    7104	     16692 ns/op	     16541 cpu-ns/op	     632 B/op	      20 allocs/op
BenchmarkMemoryRead/N=1/EntityMiss   	    7350	     16340 ns/op	     16273 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=1/RankedKeywordMiss         	    5440	     22861 ns/op	     22483 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=1/Embeddings                	   18168	      6622 ns/op	      6612 cpu-ns/op	    1888 B/op	      24 allocs/op
BenchmarkMemoryRead/N=1/Keyword                   	   33390	      3597 ns/op	      3573 cpu-ns/op	    2240 B/op	      46 allocs/op
BenchmarkMemoryRead/N=1/Diff                      	   18129	      6526 ns/op	      6443 cpu-ns/op	    3224 B/op	      77 allocs/op
BenchmarkMemoryRead/N=1/RecallKeyword             	    1663	     74382 ns/op	     74064 cpu-ns/op	    7225 B/op	     174 allocs/op
BenchmarkMemoryRead/N=1/RecallHybrid              	    1489	     82826 ns/op	     82351 cpu-ns/op	   10137 B/op	     201 allocs/op
BenchmarkMemoryRead/N=1/RecallWhy                 	    2778	     48288 ns/op	     47920 cpu-ns/op	    9992 B/op	     195 allocs/op
BenchmarkMemoryRead/N=1/SemanticEmbedding         	    9300	     13943 ns/op	     13844 cpu-ns/op	    3040 B/op	      90 allocs/op
BenchmarkMemoryRead/N=1/SemanticTokens            	    9594	     13679 ns/op	     13629 cpu-ns/op	    3040 B/op	      90 allocs/op
BenchmarkMemoryRead/N=1/Neighborhood              	    7743	     15156 ns/op	     15170 cpu-ns/op	    1296 B/op	      26 allocs/op
BenchmarkMemoryRead/N=10/ByID                     	    2656	     37979 ns/op	     19759 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=10/AllActive                	    1333	     89409 ns/op	     64455 cpu-ns/op	   16000 B/op	     505 allocs/op
BenchmarkMemoryRead/N=10/Ranked                   	    3076	     50822 ns/op	     48886 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=10/SourceLatest             	    8434	     15301 ns/op	     15164 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10/SourceRecent             	    5096	     22923 ns/op	     22899 cpu-ns/op	    2504 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10/Entity                   	    5102	     23535 ns/op	     23524 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=10/EntityMiss               	    5998	     20810 ns/op	     20811 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=10/RankedKeywordMiss        	    4803	     24855 ns/op	     24854 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=10/Embeddings               	   10000	     14581 ns/op	     14495 cpu-ns/op	   16200 B/op	     127 allocs/op
BenchmarkMemoryRead/N=10/Keyword                  	    4401	     30628 ns/op	     30448 cpu-ns/op	   21296 B/op	     365 allocs/op
BenchmarkMemoryRead/N=10/Diff                     	    1860	     64458 ns/op	     64291 cpu-ns/op	   30929 B/op	     607 allocs/op
BenchmarkMemoryRead/N=10/RecallKeyword            	     402	    295846 ns/op	    295400 cpu-ns/op	   75351 B/op	    1908 allocs/op
BenchmarkMemoryRead/N=10/RecallHybrid             	     384	    313496 ns/op	    313198 cpu-ns/op	   90168 B/op	    2032 allocs/op
BenchmarkMemoryRead/N=10/RecallWhy                	     277	    428283 ns/op	    425069 cpu-ns/op	  111460 B/op	    2575 allocs/op
BenchmarkMemoryRead/N=10/SemanticEmbedding        	    2380	     53686 ns/op	     53642 cpu-ns/op	   12736 B/op	     373 allocs/op
BenchmarkMemoryRead/N=10/SemanticTokens           	    2414	     51273 ns/op	     51174 cpu-ns/op	   24088 B/op	     723 allocs/op
BenchmarkMemoryRead/N=10/Neighborhood             	    2054	     59338 ns/op	     59339 cpu-ns/op	    9504 B/op	     276 allocs/op
BenchmarkMemoryRead/N=100/ByID                    	   10000	     10595 ns/op	     10576 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=100/AllActive               	     546	    215966 ns/op	    215125 cpu-ns/op	  152560 B/op	    4828 allocs/op
BenchmarkMemoryRead/N=100/Ranked                  	    3330	     41571 ns/op	     41406 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=100/SourceLatest            	    8625	     14584 ns/op	     14574 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=100/SourceRecent            	    3096	     43453 ns/op	     43380 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=100/Entity                  	    5059	     25175 ns/op	     24398 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=100/EntityMiss              	    1938	     62036 ns/op	     61979 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=100/RankedKeywordMiss       	    2038	     57978 ns/op	     57892 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=100/Embeddings              	    1212	     92630 ns/op	     91963 cpu-ns/op	  155576 B/op	    1120 allocs/op
BenchmarkMemoryRead/N=100/Keyword                 	     411	    290062 ns/op	    288710 cpu-ns/op	  202736 B/op	    3335 allocs/op
BenchmarkMemoryRead/N=100/Diff                    	     327	    571820 ns/op	    403376 cpu-ns/op	  222680 B/op	    3644 allocs/op
BenchmarkMemoryRead/N=100/RecallKeyword           	      42	   2760973 ns/op	   2704690 cpu-ns/op	  655849 B/op	   15725 allocs/op
BenchmarkMemoryRead/N=100/RecallHybrid            	      43	   2695516 ns/op	   2676395 cpu-ns/op	  806681 B/op	   17267 allocs/op
BenchmarkMemoryRead/N=100/RecallWhy               	      44	   2768188 ns/op	   2756364 cpu-ns/op	  846242 B/op	   18222 allocs/op
BenchmarkMemoryRead/N=100/SemanticEmbedding       	    2026	     65801 ns/op	     65485 cpu-ns/op	   12736 B/op	     373 allocs/op
BenchmarkMemoryRead/N=100/SemanticTokens          	     280	    433079 ns/op	    429300 cpu-ns/op	  227608 B/op	    6936 allocs/op
BenchmarkMemoryRead/N=100/Neighborhood            	    2076	     61696 ns/op	     61428 cpu-ns/op	    9504 B/op	     276 allocs/op
BenchmarkMemoryRead/N=1000/ByID                   	   10000	     10680 ns/op	     10630 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1000/AllActive              	      67	   2024499 ns/op	   2020866 cpu-ns/op	 1514320 B/op	   48031 allocs/op
BenchmarkMemoryRead/N=1000/Ranked                 	    3265	     40677 ns/op	     40622 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=1000/SourceLatest           	    8397	     14719 ns/op	     14726 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1000/SourceRecent           	    3079	     42535 ns/op	     42503 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=1000/Entity                 	    4923	     24013 ns/op	     23875 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=1000/EntityMiss             	     243	    502454 ns/op	    499745 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=1000/RankedKeywordMiss      	     309	    386289 ns/op	    385958 cpu-ns/op	    1257 B/op	      29 allocs/op
BenchmarkMemoryRead/N=1000/Embeddings             	     142	    830059 ns/op	    824451 cpu-ns/op	 1512473 B/op	   11023 allocs/op
BenchmarkMemoryRead/N=1000/Keyword                	      52	   2854577 ns/op	   2847769 cpu-ns/op	 2017137 B/op	   33035 allocs/op
BenchmarkMemoryRead/N=1000/Diff                   	      48	   3591050 ns/op	   3427583 cpu-ns/op	 2181210 B/op	   33348 allocs/op
BenchmarkMemoryRead/N=1000/RecallKeyword          	      15	   7310131 ns/op	   7245267 cpu-ns/op	 3934405 B/op	   88635 allocs/op
BenchmarkMemoryRead/N=1000/RecallHybrid           	      10	  10880458 ns/op	  10775000 cpu-ns/op	 5536636 B/op	  104803 allocs/op
BenchmarkMemoryRead/N=1000/RecallWhy              	       9	  11297889 ns/op	  11286333 cpu-ns/op	 5636646 B/op	  107437 allocs/op
BenchmarkMemoryRead/N=1000/SemanticEmbedding      	     847	    144387 ns/op	    144380 cpu-ns/op	   12736 B/op	     373 allocs/op
BenchmarkMemoryRead/N=1000/SemanticTokens         	      36	   3927188 ns/op	   3919528 cpu-ns/op	 2258968 B/op	   69039 allocs/op
BenchmarkMemoryRead/N=1000/Neighborhood           	    2115	     59259 ns/op	     59280 cpu-ns/op	    9504 B/op	     276 allocs/op
BenchmarkMemoryRead/N=10000/ByID                  	   10000	     10098 ns/op	     10095 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=10000/AllActive             	       6	  19795326 ns/op	  19788833 cpu-ns/op	15271184 B/op	  480038 allocs/op
BenchmarkMemoryRead/N=10000/Ranked                	    3210	     39467 ns/op	     39475 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=10000/SourceLatest          	    8349	     14444 ns/op	     14445 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10000/SourceRecent          	    3058	     41636 ns/op	     41642 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=10000/Entity                	    4809	     23554 ns/op	     23559 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=10000/EntityMiss            	      21	   5256974 ns/op	   5260048 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=10000/RankedKeywordMiss     	      28	   4060699 ns/op	   4060179 cpu-ns/op	    1284 B/op	      29 allocs/op
BenchmarkMemoryRead/N=10000/Embeddings            	      12	   9220337 ns/op	   9212750 cpu-ns/op	16547804 B/op	  110031 allocs/op
BenchmarkMemoryRead/N=10000/Keyword               	       4	  26417104 ns/op	  26387250 cpu-ns/op	20161144 B/op	  330035 allocs/op
BenchmarkMemoryRead/N=10000/Diff                  	       4	  29811625 ns/op	  29810500 cpu-ns/op	21405500 B/op	  330406 allocs/op
BenchmarkMemoryRead/N=10000/RecallKeyword         	       2	  53522084 ns/op	  53514000 cpu-ns/op	36619068 B/op	  817704 allocs/op
BenchmarkMemoryRead/N=10000/RecallHybrid          	       2	  66544230 ns/op	  66531000 cpu-ns/op	49115088 B/op	  906762 allocs/op
BenchmarkMemoryRead/N=10000/RecallWhy             	       2	  65805812 ns/op	  65735000 cpu-ns/op	49184080 B/op	  909577 allocs/op
BenchmarkMemoryRead/N=10000/SemanticEmbedding     	     117	   1046515 ns/op	   1045017 cpu-ns/op	   12736 B/op	     373 allocs/op
BenchmarkMemoryRead/N=10000/SemanticTokens        	       3	  41487431 ns/op	  41178667 cpu-ns/op	22711832 B/op	  690046 allocs/op
BenchmarkMemoryRead/N=10000/Neighborhood          	    2042	     60193 ns/op	     59910 cpu-ns/op	    9504 B/op	     276 allocs/op
BenchmarkMemoryInsert/N=1                         	    1300	    131523 ns/op	     95704 cpu-ns/op	    1760 B/op	      40 allocs/op
BenchmarkMemoryInsert/N=10                        	     622	    193512 ns/op	    179450 cpu-ns/op	   11912 B/op	     292 allocs/op
BenchmarkMemoryInsert/N=100                       	      91	   1192541 ns/op	   1170330 cpu-ns/op	  113441 B/op	    2812 allocs/op
BenchmarkMemoryInsert/N=1000                      	       3	  65216806 ns/op	  42910000 cpu-ns/op	 1129504 B/op	   28024 allocs/op
BenchmarkMemoryInsert/N=10000                     	       1	 432895791 ns/op	 430641000 cpu-ns/op	11282088 B/op	  280033 allocs/op
BenchmarkMemoryMaintenance/N=1/KnownEntities      	   14055	      8475 ns/op	      8465 cpu-ns/op	     696 B/op	      18 allocs/op
BenchmarkMemoryMaintenance/N=1/Retention          	    1593	     73525 ns/op	     58573 cpu-ns/op	    3327 B/op	      98 allocs/op
BenchmarkMemoryMaintenance/N=1/EngineProvided     	    1423	     86578 ns/op	     86579 cpu-ns/op	    6451 B/op	     151 allocs/op
BenchmarkMemoryMaintenance/N=10/KnownEntities     	    7257	     16001 ns/op	     16002 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=10/Retention         	     663	    166990 ns/op	    151460 cpu-ns/op	   20616 B/op	     677 allocs/op
BenchmarkMemoryMaintenance/N=10/EngineProvided    	     381	    316412 ns/op	    299228 cpu-ns/op	   20881 B/op	     515 allocs/op
BenchmarkMemoryMaintenance/N=100/KnownEntities    	    1780	     68865 ns/op	     68872 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=100/Retention        	     104	   1142886 ns/op	   1113279 cpu-ns/op	  192584 B/op	    6272 allocs/op
BenchmarkMemoryMaintenance/N=100/EngineProvided   	     127	    877066 ns/op	    648457 cpu-ns/op	   51164 B/op	    1366 allocs/op
BenchmarkMemoryMaintenance/N=1000/KnownEntities   	     201	    592906 ns/op	    593085 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=1000/Retention       	       9	  12066847 ns/op	  11837889 cpu-ns/op	 1904825 B/op	   62092 allocs/op
BenchmarkMemoryMaintenance/N=1000/EngineProvided  	     134	    881118 ns/op	    846507 cpu-ns/op	   52667 B/op	    1415 allocs/op
BenchmarkMemoryMaintenance/N=10000/KnownEntities  	      16	   6971292 ns/op	   6973688 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=10000/Retention      	       1	 172621458 ns/op	 168997000 cpu-ns/op	20506536 B/op	  620173 allocs/op
BenchmarkMemoryMaintenance/N=10000/EngineProvided 	      56	   2054208 ns/op	   1981429 cpu-ns/op	   52687 B/op	    1415 allocs/op
BenchmarkMemoryDenseRecall/N=1                    	    2006	     61477 ns/op	     61430 cpu-ns/op	    9944 B/op	     193 allocs/op
BenchmarkMemoryDenseRecall/N=10                   	     246	    495266 ns/op	    493829 cpu-ns/op	  164683 B/op	    4308 allocs/op
BenchmarkMemoryDenseRecall/N=100                  	       6	  16830757 ns/op	  16814667 cpu-ns/op	 5356982 B/op	  174893 allocs/op
PASS

# Round 2; UTC 2026-10-03T11:31:50.299860+00:00; load (4.5546875, 5.64306640625, 7.3037109375)
goos: darwin
goarch: arm64
pkg: github.com/mnemon-dev/mnemon/internal/memory
cpu: Apple M4
BenchmarkMemoryRead/N=1/ByID         	   10000	     10205 ns/op	     10201 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1/AllActive    	   10000	     11041 ns/op	     11040 cpu-ns/op	    2296 B/op	      69 allocs/op
BenchmarkMemoryRead/N=1/Ranked       	    5809	     20879 ns/op	     20887 cpu-ns/op	    2584 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1/SourceLatest 	    8840	     14271 ns/op	     14262 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1/SourceRecent 	    5494	     22673 ns/op	     22657 cpu-ns/op	    2504 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1/Entity       	    6963	     16423 ns/op	     16307 cpu-ns/op	     632 B/op	      20 allocs/op
BenchmarkMemoryRead/N=1/EntityMiss   	    7470	     15696 ns/op	     15707 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=1/RankedKeywordMiss         	    5607	     21620 ns/op	     21622 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=1/Embeddings                	   18628	      6425 ns/op	      6419 cpu-ns/op	    1888 B/op	      24 allocs/op
BenchmarkMemoryRead/N=1/Keyword                   	   34836	      3454 ns/op	      3442 cpu-ns/op	    2240 B/op	      46 allocs/op
BenchmarkMemoryRead/N=1/Diff                      	   19352	      6151 ns/op	      6134 cpu-ns/op	    3224 B/op	      77 allocs/op
BenchmarkMemoryRead/N=1/RecallKeyword             	    1718	     71268 ns/op	     71179 cpu-ns/op	    7225 B/op	     174 allocs/op
BenchmarkMemoryRead/N=1/RecallHybrid              	    1602	     79764 ns/op	     79800 cpu-ns/op	   10137 B/op	     201 allocs/op
BenchmarkMemoryRead/N=1/RecallWhy                 	    2869	     45540 ns/op	     45480 cpu-ns/op	    9992 B/op	     195 allocs/op
BenchmarkMemoryRead/N=1/SemanticEmbedding         	    9193	     13295 ns/op	     13288 cpu-ns/op	    3040 B/op	      90 allocs/op
BenchmarkMemoryRead/N=1/SemanticTokens            	    9848	     13444 ns/op	     13415 cpu-ns/op	    3040 B/op	      90 allocs/op
BenchmarkMemoryRead/N=1/Neighborhood              	    8007	     15196 ns/op	     15195 cpu-ns/op	    1296 B/op	      26 allocs/op
BenchmarkMemoryRead/N=10/ByID                     	   10000	     10237 ns/op	     10242 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=10/AllActive                	    4670	     31517 ns/op	     31223 cpu-ns/op	   16000 B/op	     505 allocs/op
BenchmarkMemoryRead/N=10/Ranked                   	    3235	     42740 ns/op	     42290 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=10/SourceLatest             	    8587	     14817 ns/op	     14749 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10/SourceRecent             	    5454	     22606 ns/op	     22590 cpu-ns/op	    2504 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10/Entity                   	    5175	     23267 ns/op	     23268 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=10/EntityMiss               	    5931	     20250 ns/op	     20269 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=10/RankedKeywordMiss        	    4858	     24529 ns/op	     24467 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=10/Embeddings               	   10000	     14671 ns/op	     14585 cpu-ns/op	   16200 B/op	     127 allocs/op
BenchmarkMemoryRead/N=10/Keyword                  	    4486	     30363 ns/op	     30247 cpu-ns/op	   21296 B/op	     365 allocs/op
BenchmarkMemoryRead/N=10/Diff                     	    1879	     64234 ns/op	     64061 cpu-ns/op	   30929 B/op	     607 allocs/op
BenchmarkMemoryRead/N=10/RecallKeyword            	     386	    306721 ns/op	    305246 cpu-ns/op	   75351 B/op	    1908 allocs/op
BenchmarkMemoryRead/N=10/RecallHybrid             	     378	    316604 ns/op	    316238 cpu-ns/op	   90168 B/op	    2032 allocs/op
BenchmarkMemoryRead/N=10/RecallWhy                	     286	    424076 ns/op	    423472 cpu-ns/op	  111461 B/op	    2575 allocs/op
BenchmarkMemoryRead/N=10/SemanticEmbedding        	    2442	     53561 ns/op	     53498 cpu-ns/op	   12736 B/op	     373 allocs/op
BenchmarkMemoryRead/N=10/SemanticTokens           	    2263	     55210 ns/op	     54064 cpu-ns/op	   24088 B/op	     723 allocs/op
BenchmarkMemoryRead/N=10/Neighborhood             	    2095	     58297 ns/op	     58267 cpu-ns/op	    9504 B/op	     276 allocs/op
BenchmarkMemoryRead/N=100/ByID                    	   10000	     10376 ns/op	     10307 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=100/AllActive               	     561	    214859 ns/op	    214078 cpu-ns/op	  152560 B/op	    4828 allocs/op
BenchmarkMemoryRead/N=100/Ranked                  	    3285	     41630 ns/op	     41405 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=100/SourceLatest            	    8391	     14450 ns/op	     14442 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=100/SourceRecent            	    3056	     43008 ns/op	     42887 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=100/Entity                  	    5104	     23493 ns/op	     23492 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=100/EntityMiss              	    1956	     61516 ns/op	     61480 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=100/RankedKeywordMiss       	    2130	     56577 ns/op	     56589 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=100/Embeddings              	    1249	     90941 ns/op	     90356 cpu-ns/op	  155576 B/op	    1120 allocs/op
BenchmarkMemoryRead/N=100/Keyword                 	     424	    286062 ns/op	    285090 cpu-ns/op	  202736 B/op	    3335 allocs/op
BenchmarkMemoryRead/N=100/Diff                    	     326	    366227 ns/op	    364862 cpu-ns/op	  222680 B/op	    3644 allocs/op
BenchmarkMemoryRead/N=100/RecallKeyword           	      50	   2463928 ns/op	   2450100 cpu-ns/op	  655843 B/op	   15725 allocs/op
BenchmarkMemoryRead/N=100/RecallHybrid            	      51	   2516256 ns/op	   2511804 cpu-ns/op	  806681 B/op	   17267 allocs/op
BenchmarkMemoryRead/N=100/RecallWhy               	      49	   2681048 ns/op	   2678796 cpu-ns/op	  846241 B/op	   18222 allocs/op
BenchmarkMemoryRead/N=100/SemanticEmbedding       	    2016	     63743 ns/op	     63755 cpu-ns/op	   12736 B/op	     373 allocs/op
BenchmarkMemoryRead/N=100/SemanticTokens          	     284	    417346 ns/op	    416261 cpu-ns/op	  227608 B/op	    6936 allocs/op
BenchmarkMemoryRead/N=100/Neighborhood            	    2121	     58198 ns/op	     58197 cpu-ns/op	    9504 B/op	     276 allocs/op
BenchmarkMemoryRead/N=1000/ByID                   	   10000	     10638 ns/op	     10617 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1000/AllActive              	      62	   2103622 ns/op	   2095581 cpu-ns/op	 1514320 B/op	   48031 allocs/op
BenchmarkMemoryRead/N=1000/Ranked                 	    3244	     40704 ns/op	     40619 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=1000/SourceLatest           	    8472	     14559 ns/op	     14555 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1000/SourceRecent           	    3069	     42601 ns/op	     42552 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=1000/Entity                 	    5058	     23678 ns/op	     23689 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=1000/EntityMiss             	     244	    486799 ns/op	    486996 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=1000/RankedKeywordMiss      	     309	    386703 ns/op	    386819 cpu-ns/op	    1257 B/op	      29 allocs/op
BenchmarkMemoryRead/N=1000/Embeddings             	     142	    831659 ns/op	    826810 cpu-ns/op	 1512473 B/op	   11023 allocs/op
BenchmarkMemoryRead/N=1000/Keyword                	      52	   2780910 ns/op	   2772885 cpu-ns/op	 2017137 B/op	   33035 allocs/op
BenchmarkMemoryRead/N=1000/Diff                   	      49	   3008673 ns/op	   3002020 cpu-ns/op	 2181209 B/op	   33348 allocs/op
BenchmarkMemoryRead/N=1000/RecallKeyword          	      16	   6755721 ns/op	   6738125 cpu-ns/op	 3934408 B/op	   88635 allocs/op
BenchmarkMemoryRead/N=1000/RecallHybrid           	      10	  12202792 ns/op	  11185300 cpu-ns/op	 5536650 B/op	  104803 allocs/op
BenchmarkMemoryRead/N=1000/RecallWhy              	       9	  11457778 ns/op	  11452778 cpu-ns/op	 5636550 B/op	  107437 allocs/op
BenchmarkMemoryRead/N=1000/SemanticEmbedding      	     860	    143688 ns/op	    143669 cpu-ns/op	   12736 B/op	     373 allocs/op
BenchmarkMemoryRead/N=1000/SemanticTokens         	      34	   4031168 ns/op	   4016206 cpu-ns/op	 2258968 B/op	   69039 allocs/op
BenchmarkMemoryRead/N=1000/Neighborhood           	    2142	     62498 ns/op	     61544 cpu-ns/op	    9504 B/op	     276 allocs/op
BenchmarkMemoryRead/N=10000/ByID                  	   10000	     10081 ns/op	     10082 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=10000/AllActive             	       6	  20441451 ns/op	  20428667 cpu-ns/op	15271184 B/op	  480038 allocs/op
BenchmarkMemoryRead/N=10000/Ranked                	    3120	     42700 ns/op	     41998 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=10000/SourceLatest          	    8310	     15314 ns/op	     15194 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10000/SourceRecent          	    3015	     41608 ns/op	     41611 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=10000/Entity                	    4618	     24067 ns/op	     24032 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=10000/EntityMiss            	      20	   5235944 ns/op	   5230500 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=10000/RankedKeywordMiss     	      27	   3979026 ns/op	   3979519 cpu-ns/op	    1285 B/op	      29 allocs/op
BenchmarkMemoryRead/N=10000/Embeddings            	      12	   9298347 ns/op	   9284250 cpu-ns/op	16547802 B/op	  110031 allocs/op
BenchmarkMemoryRead/N=10000/Keyword               	       4	  26996229 ns/op	  26980500 cpu-ns/op	20161140 B/op	  330035 allocs/op
BenchmarkMemoryRead/N=10000/Diff                  	       4	  29111448 ns/op	  29038000 cpu-ns/op	21405496 B/op	  330406 allocs/op
BenchmarkMemoryRead/N=10000/RecallKeyword         	       2	  53383458 ns/op	  52963500 cpu-ns/op	36618708 B/op	  817703 allocs/op
BenchmarkMemoryRead/N=10000/RecallHybrid          	       2	  65091916 ns/op	  65015000 cpu-ns/op	49087256 B/op	  906566 allocs/op
BenchmarkMemoryRead/N=10000/RecallWhy             	       2	  67226833 ns/op	  67212000 cpu-ns/op	49183448 B/op	  909575 allocs/op
BenchmarkMemoryRead/N=10000/SemanticEmbedding     	     116	    991859 ns/op	    991810 cpu-ns/op	   12736 B/op	     373 allocs/op
BenchmarkMemoryRead/N=10000/SemanticTokens        	       3	  37716570 ns/op	  37707667 cpu-ns/op	22711832 B/op	  690046 allocs/op
BenchmarkMemoryRead/N=10000/Neighborhood          	    2118	     58177 ns/op	     58109 cpu-ns/op	    9504 B/op	     276 allocs/op
BenchmarkMemoryInsert/N=1                         	    1123	     92073 ns/op	     76629 cpu-ns/op	    1767 B/op	      40 allocs/op
BenchmarkMemoryInsert/N=10                        	     598	    189249 ns/op	    177540 cpu-ns/op	   11913 B/op	     292 allocs/op
BenchmarkMemoryInsert/N=100                       	      98	   1229928 ns/op	   1204459 cpu-ns/op	  113439 B/op	    2812 allocs/op
BenchmarkMemoryInsert/N=1000                      	       3	  34619681 ns/op	  34491333 cpu-ns/op	 1129477 B/op	   28024 allocs/op
BenchmarkMemoryInsert/N=10000                     	       1	 501580583 ns/op	 468974000 cpu-ns/op	11282088 B/op	  280033 allocs/op
BenchmarkMemoryMaintenance/N=1/KnownEntities      	   14550	      8218 ns/op	      8215 cpu-ns/op	     696 B/op	      18 allocs/op
BenchmarkMemoryMaintenance/N=1/Retention          	    1622	     73206 ns/op	     58296 cpu-ns/op	    3310 B/op	      98 allocs/op
BenchmarkMemoryMaintenance/N=1/EngineProvided     	    1426	     89237 ns/op	     88943 cpu-ns/op	    6482 B/op	     153 allocs/op
BenchmarkMemoryMaintenance/N=10/KnownEntities     	    7203	     16345 ns/op	     16164 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=10/Retention         	     578	    174686 ns/op	    156882 cpu-ns/op	   20616 B/op	     677 allocs/op
BenchmarkMemoryMaintenance/N=10/EngineProvided    	     300	    412770 ns/op	    345267 cpu-ns/op	   20886 B/op	     516 allocs/op
BenchmarkMemoryMaintenance/N=100/KnownEntities    	    1708	     69160 ns/op	     69101 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=100/Retention        	      96	   1314295 ns/op	   1208198 cpu-ns/op	  192584 B/op	    6272 allocs/op
BenchmarkMemoryMaintenance/N=100/EngineProvided   	      82	   1220868 ns/op	    947061 cpu-ns/op	   51184 B/op	    1367 allocs/op
BenchmarkMemoryMaintenance/N=1000/KnownEntities   	     193	    613147 ns/op	    606409 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=1000/Retention       	       9	  30708829 ns/op	  18532556 cpu-ns/op	 1904827 B/op	   62092 allocs/op
BenchmarkMemoryMaintenance/N=1000/EngineProvided  	     108	   1087512 ns/op	   1010167 cpu-ns/op	   52667 B/op	    1415 allocs/op
BenchmarkMemoryMaintenance/N=10000/KnownEntities  	      14	   7780554 ns/op	   7488000 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=10000/Retention      	       1	 173588458 ns/op	 169570000 cpu-ns/op	20506536 B/op	  620173 allocs/op
BenchmarkMemoryMaintenance/N=10000/EngineProvided 	      40	   2763206 ns/op	   2585700 cpu-ns/op	   52725 B/op	    1415 allocs/op
BenchmarkMemoryDenseRecall/N=1                    	    1734	     65393 ns/op	     64719 cpu-ns/op	    9944 B/op	     193 allocs/op
BenchmarkMemoryDenseRecall/N=10                   	     236	    495213 ns/op	    490936 cpu-ns/op	  164684 B/op	    4308 allocs/op
BenchmarkMemoryDenseRecall/N=100                  	       6	  17027771 ns/op	  17012000 cpu-ns/op	 5356984 B/op	  174893 allocs/op
PASS

# Round 3; UTC 2026-10-03T11:32:40.652975+00:00; load (4.57763671875, 5.46875, 7.1416015625)
goos: darwin
goarch: arm64
pkg: github.com/mnemon-dev/mnemon/internal/memory
cpu: Apple M4
BenchmarkMemoryRead/N=1/ByID         	   10000	     10806 ns/op	     10646 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1/AllActive    	   10000	     11303 ns/op	     11262 cpu-ns/op	    2296 B/op	      69 allocs/op
BenchmarkMemoryRead/N=1/Ranked       	    5700	     21506 ns/op	     21372 cpu-ns/op	    2584 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1/SourceLatest 	    8626	     14410 ns/op	     14402 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1/SourceRecent 	    5278	     23083 ns/op	     23063 cpu-ns/op	    2504 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1/Entity       	    7003	     17524 ns/op	     17109 cpu-ns/op	     632 B/op	      20 allocs/op
BenchmarkMemoryRead/N=1/EntityMiss   	    5101	     20101 ns/op	     18861 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=1/RankedKeywordMiss         	    5492	     22266 ns/op	     22108 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=1/Embeddings                	   18334	      6490 ns/op	      6480 cpu-ns/op	    1888 B/op	      24 allocs/op
BenchmarkMemoryRead/N=1/Keyword                   	   35730	      3415 ns/op	      3382 cpu-ns/op	    2240 B/op	      46 allocs/op
BenchmarkMemoryRead/N=1/Diff                      	   18378	      6461 ns/op	      6414 cpu-ns/op	    3224 B/op	      77 allocs/op
BenchmarkMemoryRead/N=1/RecallKeyword             	    1638	     73969 ns/op	     73757 cpu-ns/op	    7224 B/op	     174 allocs/op
BenchmarkMemoryRead/N=1/RecallHybrid              	    1497	     83621 ns/op	     83329 cpu-ns/op	   10137 B/op	     201 allocs/op
BenchmarkMemoryRead/N=1/RecallWhy                 	    2724	     48071 ns/op	     47844 cpu-ns/op	    9992 B/op	     195 allocs/op
BenchmarkMemoryRead/N=1/SemanticEmbedding         	    8877	     15073 ns/op	     13986 cpu-ns/op	    3040 B/op	      90 allocs/op
BenchmarkMemoryRead/N=1/SemanticTokens            	    9115	     13829 ns/op	     13798 cpu-ns/op	    3040 B/op	      90 allocs/op
BenchmarkMemoryRead/N=1/Neighborhood              	    7705	     16580 ns/op	     16116 cpu-ns/op	    1296 B/op	      26 allocs/op
BenchmarkMemoryRead/N=10/ByID                     	    6340	     21334 ns/op	     15883 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=10/AllActive                	    2362	     60766 ns/op	     41327 cpu-ns/op	   16000 B/op	     505 allocs/op
BenchmarkMemoryRead/N=10/Ranked                   	    3102	     45861 ns/op	     45248 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=10/SourceLatest             	    7116	     16623 ns/op	     15867 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10/SourceRecent             	    5043	     24447 ns/op	     23994 cpu-ns/op	    2504 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10/Entity                   	    5091	     24979 ns/op	     24891 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=10/EntityMiss               	    5755	     22787 ns/op	     22472 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=10/RankedKeywordMiss        	    4783	     25687 ns/op	     25632 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=10/Embeddings               	    9944	     16575 ns/op	     16386 cpu-ns/op	   16200 B/op	     127 allocs/op
BenchmarkMemoryRead/N=10/Keyword                  	    4423	     34182 ns/op	     33922 cpu-ns/op	   21296 B/op	     365 allocs/op
BenchmarkMemoryRead/N=10/Diff                     	    1605	     73337 ns/op	     70923 cpu-ns/op	   30929 B/op	     607 allocs/op
BenchmarkMemoryRead/N=10/RecallKeyword            	     316	    342890 ns/op	    334373 cpu-ns/op	   75352 B/op	    1908 allocs/op
BenchmarkMemoryRead/N=10/RecallHybrid             	     310	    361503 ns/op	    357210 cpu-ns/op	   90168 B/op	    2032 allocs/op
BenchmarkMemoryRead/N=10/RecallWhy                	     270	    467736 ns/op	    465326 cpu-ns/op	  111461 B/op	    2575 allocs/op
BenchmarkMemoryRead/N=10/SemanticEmbedding        	    2269	     56830 ns/op	     56602 cpu-ns/op	   12736 B/op	     373 allocs/op
BenchmarkMemoryRead/N=10/SemanticTokens           	    2062	     61146 ns/op	     59419 cpu-ns/op	   24088 B/op	     723 allocs/op
BenchmarkMemoryRead/N=10/Neighborhood             	    2043	     65911 ns/op	     65086 cpu-ns/op	    9504 B/op	     276 allocs/op
BenchmarkMemoryRead/N=100/ByID                    	   10000	     10709 ns/op	     10685 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=100/AllActive               	     501	    236733 ns/op	    235305 cpu-ns/op	  152560 B/op	    4828 allocs/op
BenchmarkMemoryRead/N=100/Ranked                  	    3135	     44772 ns/op	     44370 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=100/SourceLatest            	    8148	     15614 ns/op	     15541 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=100/SourceRecent            	    3048	     45594 ns/op	     45188 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=100/Entity                  	    4992	     24468 ns/op	     24456 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=100/EntityMiss              	    1802	     67018 ns/op	     66187 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=100/RankedKeywordMiss       	    2082	     58742 ns/op	     58674 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=100/Embeddings              	    1189	    116739 ns/op	    111327 cpu-ns/op	  155576 B/op	    1120 allocs/op
BenchmarkMemoryRead/N=100/Keyword                 	     386	    319965 ns/op	    314091 cpu-ns/op	  202736 B/op	    3335 allocs/op
BenchmarkMemoryRead/N=100/Diff                    	     292	    390680 ns/op	    388336 cpu-ns/op	  222680 B/op	    3644 allocs/op
BenchmarkMemoryRead/N=100/RecallKeyword           	      48	   2632886 ns/op	   2619417 cpu-ns/op	  655846 B/op	   15725 allocs/op
BenchmarkMemoryRead/N=100/RecallHybrid            	      43	   2798775 ns/op	   2776000 cpu-ns/op	  806681 B/op	   17267 allocs/op
BenchmarkMemoryRead/N=100/RecallWhy               	      45	   2844042 ns/op	   2839356 cpu-ns/op	  846241 B/op	   18222 allocs/op
BenchmarkMemoryRead/N=100/SemanticEmbedding       	    1912	     67293 ns/op	     66826 cpu-ns/op	   12736 B/op	     373 allocs/op
BenchmarkMemoryRead/N=100/SemanticTokens          	     242	    485751 ns/op	    470277 cpu-ns/op	  227608 B/op	    6936 allocs/op
BenchmarkMemoryRead/N=100/Neighborhood            	    2026	     63264 ns/op	     63075 cpu-ns/op	    9504 B/op	     276 allocs/op
BenchmarkMemoryRead/N=1000/ByID                   	   10000	     10877 ns/op	     10843 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1000/AllActive              	      56	   2227807 ns/op	   2216214 cpu-ns/op	 1514320 B/op	   48031 allocs/op
BenchmarkMemoryRead/N=1000/Ranked                 	    3170	     43782 ns/op	     43412 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=1000/SourceLatest           	    7922	     18851 ns/op	     17217 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1000/SourceRecent           	    3033	     47007 ns/op	     46689 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=1000/Entity                 	    4819	     24565 ns/op	     24509 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=1000/EntityMiss             	     230	    509385 ns/op	    508839 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=1000/RankedKeywordMiss      	     304	    400294 ns/op	    399188 cpu-ns/op	    1257 B/op	      29 allocs/op
BenchmarkMemoryRead/N=1000/Embeddings             	     141	    838323 ns/op	    833411 cpu-ns/op	 1512473 B/op	   11023 allocs/op
BenchmarkMemoryRead/N=1000/Keyword                	      52	   2776216 ns/op	   2769981 cpu-ns/op	 2017137 B/op	   33035 allocs/op
BenchmarkMemoryRead/N=1000/Diff                   	      49	   2997249 ns/op	   2989673 cpu-ns/op	 2181206 B/op	   33348 allocs/op
BenchmarkMemoryRead/N=1000/RecallKeyword          	      16	   6888326 ns/op	   6875062 cpu-ns/op	 3934408 B/op	   88635 allocs/op
BenchmarkMemoryRead/N=1000/RecallHybrid           	      10	  11361583 ns/op	  11323100 cpu-ns/op	 5536650 B/op	  104803 allocs/op
BenchmarkMemoryRead/N=1000/RecallWhy              	       9	  12316301 ns/op	  12129556 cpu-ns/op	 5636550 B/op	  107437 allocs/op
BenchmarkMemoryRead/N=1000/SemanticEmbedding      	     858	    143411 ns/op	    143429 cpu-ns/op	   12736 B/op	     373 allocs/op
BenchmarkMemoryRead/N=1000/SemanticTokens         	      34	   3970156 ns/op	   3955647 cpu-ns/op	 2258968 B/op	   69039 allocs/op
BenchmarkMemoryRead/N=1000/Neighborhood           	    2061	     59704 ns/op	     59688 cpu-ns/op	    9504 B/op	     276 allocs/op
BenchmarkMemoryRead/N=10000/ByID                  	   10000	     10846 ns/op	     10617 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=10000/AllActive             	       6	  19988458 ns/op	  19980833 cpu-ns/op	15271184 B/op	  480038 allocs/op
BenchmarkMemoryRead/N=10000/Ranked                	    3202	     39854 ns/op	     39835 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=10000/SourceLatest          	    8382	     14548 ns/op	     14550 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10000/SourceRecent          	    3037	     42190 ns/op	     42151 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=10000/Entity                	    5044	     23283 ns/op	     23291 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=10000/EntityMiss            	      21	   5172833 ns/op	   5172524 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=10000/RankedKeywordMiss     	      27	   3980569 ns/op	   3981519 cpu-ns/op	    1285 B/op	      29 allocs/op
BenchmarkMemoryRead/N=10000/Embeddings            	      10	  10568200 ns/op	  10552600 cpu-ns/op	16547801 B/op	  110031 allocs/op
BenchmarkMemoryRead/N=10000/Keyword               	       4	  28296562 ns/op	  28136500 cpu-ns/op	20161140 B/op	  330035 allocs/op
BenchmarkMemoryRead/N=10000/Diff                  	       4	  28981552 ns/op	  28916000 cpu-ns/op	21405496 B/op	  330406 allocs/op
BenchmarkMemoryRead/N=10000/RecallKeyword         	       2	  51088875 ns/op	  51110000 cpu-ns/op	36619068 B/op	  817704 allocs/op
BenchmarkMemoryRead/N=10000/RecallHybrid          	       2	  66408229 ns/op	  66407000 cpu-ns/op	49095988 B/op	  906758 allocs/op
BenchmarkMemoryRead/N=10000/RecallWhy             	       2	  67214208 ns/op	  67160500 cpu-ns/op	49184080 B/op	  909577 allocs/op
BenchmarkMemoryRead/N=10000/SemanticEmbedding     	     122	    957640 ns/op	    957951 cpu-ns/op	   12736 B/op	     373 allocs/op
BenchmarkMemoryRead/N=10000/SemanticTokens        	       3	  40928430 ns/op	  40929667 cpu-ns/op	22711832 B/op	  690046 allocs/op
BenchmarkMemoryRead/N=10000/Neighborhood          	    2022	     59500 ns/op	     59482 cpu-ns/op	    9504 B/op	     276 allocs/op
BenchmarkMemoryInsert/N=1                         	    1126	     90869 ns/op	     75200 cpu-ns/op	    1768 B/op	      40 allocs/op
BenchmarkMemoryInsert/N=10                        	     594	    182530 ns/op	    167210 cpu-ns/op	   11958 B/op	     292 allocs/op
BenchmarkMemoryInsert/N=100                       	      94	   1206417 ns/op	   1185266 cpu-ns/op	  113439 B/op	    2812 allocs/op
BenchmarkMemoryInsert/N=1000                      	       3	  33808986 ns/op	  33548000 cpu-ns/op	 1129541 B/op	   28024 allocs/op
BenchmarkMemoryInsert/N=10000                     	       1	 429479000 ns/op	 424304000 cpu-ns/op	11282104 B/op	  280034 allocs/op
BenchmarkMemoryMaintenance/N=1/KnownEntities      	   14215	      8476 ns/op	      8480 cpu-ns/op	     696 B/op	      18 allocs/op
BenchmarkMemoryMaintenance/N=1/Retention          	    1563	     74395 ns/op	     59354 cpu-ns/op	    3336 B/op	      98 allocs/op
BenchmarkMemoryMaintenance/N=1/EngineProvided     	    1414	     87410 ns/op	     87435 cpu-ns/op	    6429 B/op	     151 allocs/op
BenchmarkMemoryMaintenance/N=10/KnownEntities     	    7519	     17623 ns/op	     17297 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=10/Retention         	     613	    187466 ns/op	    168307 cpu-ns/op	   20616 B/op	     677 allocs/op
BenchmarkMemoryMaintenance/N=10/EngineProvided    	     278	    368759 ns/op	    337687 cpu-ns/op	   20865 B/op	     514 allocs/op
BenchmarkMemoryMaintenance/N=100/KnownEntities    	    1728	     71393 ns/op	     70952 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=100/Retention        	      92	   1147667 ns/op	   1109500 cpu-ns/op	  192584 B/op	    6272 allocs/op
BenchmarkMemoryMaintenance/N=100/EngineProvided   	     148	    781135 ns/op	    696439 cpu-ns/op	   51190 B/op	    1368 allocs/op
BenchmarkMemoryMaintenance/N=1000/KnownEntities   	     194	    613625 ns/op	    611526 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=1000/Retention       	       9	  12278417 ns/op	  11892444 cpu-ns/op	 1904827 B/op	   62092 allocs/op
BenchmarkMemoryMaintenance/N=1000/EngineProvided  	     123	   1022636 ns/op	    893984 cpu-ns/op	   52652 B/op	    1414 allocs/op
BenchmarkMemoryMaintenance/N=10000/KnownEntities  	      14	   7313857 ns/op	   7158286 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=10000/Retention      	       1	 253379542 ns/op	 215893000 cpu-ns/op	20506536 B/op	  620173 allocs/op
BenchmarkMemoryMaintenance/N=10000/EngineProvided 	      36	   2967588 ns/op	   2724056 cpu-ns/op	   52728 B/op	    1415 allocs/op
BenchmarkMemoryDenseRecall/N=1                    	    1714	     65390 ns/op	     65125 cpu-ns/op	    9944 B/op	     193 allocs/op
BenchmarkMemoryDenseRecall/N=10                   	     234	    511097 ns/op	    509944 cpu-ns/op	  164684 B/op	    4308 allocs/op
BenchmarkMemoryDenseRecall/N=100                  	       6	  17002597 ns/op	  16866167 cpu-ns/op	 5350685 B/op	  174892 allocs/op
PASS

# Round 4; UTC 2026-10-03T11:32:57.202703+00:00; load (4.69140625, 5.4375, 7.0908203125)
goos: darwin
goarch: arm64
pkg: github.com/mnemon-dev/mnemon/internal/memory
cpu: Apple M4
BenchmarkMemoryRead/N=1/ByID         	   10000	     10384 ns/op	     10349 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1/AllActive    	   10000	     11135 ns/op	     11125 cpu-ns/op	    2296 B/op	      69 allocs/op
BenchmarkMemoryRead/N=1/Ranked       	    5696	     21489 ns/op	     21450 cpu-ns/op	    2584 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1/SourceLatest 	    8770	     14359 ns/op	     14345 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1/SourceRecent 	    5310	     22661 ns/op	     22614 cpu-ns/op	    2504 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1/Entity       	    6964	     16343 ns/op	     16342 cpu-ns/op	     632 B/op	      20 allocs/op
BenchmarkMemoryRead/N=1/EntityMiss   	    6906	     16361 ns/op	     16329 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=1/RankedKeywordMiss         	    5434	     21779 ns/op	     21662 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=1/Embeddings                	   18354	      6510 ns/op	      6498 cpu-ns/op	    1888 B/op	      24 allocs/op
BenchmarkMemoryRead/N=1/Keyword                   	   35151	      3448 ns/op	      3434 cpu-ns/op	    2240 B/op	      46 allocs/op
BenchmarkMemoryRead/N=1/Diff                      	   19047	      6251 ns/op	      6229 cpu-ns/op	    3224 B/op	      77 allocs/op
BenchmarkMemoryRead/N=1/RecallKeyword             	    1647	     72027 ns/op	     72031 cpu-ns/op	    7224 B/op	     174 allocs/op
BenchmarkMemoryRead/N=1/RecallHybrid              	    1593	     79599 ns/op	     79558 cpu-ns/op	   10137 B/op	     201 allocs/op
BenchmarkMemoryRead/N=1/RecallWhy                 	    2844	     45416 ns/op	     45361 cpu-ns/op	    9992 B/op	     195 allocs/op
BenchmarkMemoryRead/N=1/SemanticEmbedding         	    9699	     13175 ns/op	     13161 cpu-ns/op	    3040 B/op	      90 allocs/op
BenchmarkMemoryRead/N=1/SemanticTokens            	    9588	     13854 ns/op	     13826 cpu-ns/op	    3040 B/op	      90 allocs/op
BenchmarkMemoryRead/N=1/Neighborhood              	    7843	     14940 ns/op	     14941 cpu-ns/op	    1296 B/op	      26 allocs/op
BenchmarkMemoryRead/N=10/ByID                     	   10000	     10217 ns/op	     10196 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=10/AllActive                	    4590	     30037 ns/op	     29937 cpu-ns/op	   16000 B/op	     505 allocs/op
BenchmarkMemoryRead/N=10/Ranked                   	    3356	     40421 ns/op	     40297 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=10/SourceLatest             	    8649	     14271 ns/op	     14257 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10/SourceRecent             	    5582	     22496 ns/op	     22478 cpu-ns/op	    2504 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10/Entity                   	    5102	     24815 ns/op	     24171 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=10/EntityMiss               	    5901	     20795 ns/op	     20611 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=10/RankedKeywordMiss        	    4936	     24242 ns/op	     24245 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=10/Embeddings               	    7942	     14703 ns/op	     14607 cpu-ns/op	   16200 B/op	     127 allocs/op
BenchmarkMemoryRead/N=10/Keyword                  	    4466	     30250 ns/op	     30133 cpu-ns/op	   21296 B/op	     365 allocs/op
BenchmarkMemoryRead/N=10/Diff                     	    1875	     63536 ns/op	     63368 cpu-ns/op	   30929 B/op	     607 allocs/op
BenchmarkMemoryRead/N=10/RecallKeyword            	     404	    293817 ns/op	    293480 cpu-ns/op	   75352 B/op	    1908 allocs/op
BenchmarkMemoryRead/N=10/RecallHybrid             	     384	    316423 ns/op	    315958 cpu-ns/op	   90167 B/op	    2032 allocs/op
BenchmarkMemoryRead/N=10/RecallWhy                	     283	    420592 ns/op	    420028 cpu-ns/op	  111461 B/op	    2575 allocs/op
BenchmarkMemoryRead/N=10/SemanticEmbedding        	    2436	     53224 ns/op	     53167 cpu-ns/op	   12736 B/op	     373 allocs/op
BenchmarkMemoryRead/N=10/SemanticTokens           	    2341	     75505 ns/op	     59979 cpu-ns/op	   24088 B/op	     723 allocs/op
BenchmarkMemoryRead/N=10/Neighborhood             	    2186	     67201 ns/op	     65339 cpu-ns/op	    9504 B/op	     276 allocs/op
BenchmarkMemoryRead/N=100/ByID                    	   10856	     10887 ns/op	     10786 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=100/AllActive               	     549	    222602 ns/op	    221089 cpu-ns/op	  152560 B/op	    4828 allocs/op
BenchmarkMemoryRead/N=100/Ranked                  	    3260	     41321 ns/op	     40983 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=100/SourceLatest            	    7557	     14618 ns/op	     14627 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=100/SourceRecent            	    3158	     42322 ns/op	     42238 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=100/Entity                  	    5124	     23617 ns/op	     23605 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=100/EntityMiss              	    1941	     61526 ns/op	     61504 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=100/RankedKeywordMiss       	    2056	     57541 ns/op	     57282 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=100/Embeddings              	    1261	     93387 ns/op	     92593 cpu-ns/op	  155576 B/op	    1120 allocs/op
BenchmarkMemoryRead/N=100/Keyword                 	     415	    291216 ns/op	    290092 cpu-ns/op	  202736 B/op	    3335 allocs/op
BenchmarkMemoryRead/N=100/Diff                    	     322	    368996 ns/op	    367851 cpu-ns/op	  222680 B/op	    3644 allocs/op
BenchmarkMemoryRead/N=100/RecallKeyword           	      50	   2410272 ns/op	   2405500 cpu-ns/op	  655843 B/op	   15725 allocs/op
BenchmarkMemoryRead/N=100/RecallHybrid            	      50	   2558999 ns/op	   2554960 cpu-ns/op	  806683 B/op	   17267 allocs/op
BenchmarkMemoryRead/N=100/RecallWhy               	      49	   2692493 ns/op	   2687041 cpu-ns/op	  846241 B/op	   18222 allocs/op
BenchmarkMemoryRead/N=100/SemanticEmbedding       	    2042	     62845 ns/op	     62767 cpu-ns/op	   12736 B/op	     373 allocs/op
BenchmarkMemoryRead/N=100/SemanticTokens          	     285	    414193 ns/op	    413032 cpu-ns/op	  227608 B/op	    6936 allocs/op
BenchmarkMemoryRead/N=100/Neighborhood            	    2142	     58734 ns/op	     58722 cpu-ns/op	    9504 B/op	     276 allocs/op
BenchmarkMemoryRead/N=1000/ByID                   	   10000	     10272 ns/op	     10270 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1000/AllActive              	      70	   2005728 ns/op	   2000086 cpu-ns/op	 1514320 B/op	   48031 allocs/op
BenchmarkMemoryRead/N=1000/Ranked                 	    3265	     40700 ns/op	     40636 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=1000/SourceLatest           	    8458	     14538 ns/op	     14532 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1000/SourceRecent           	    3213	     42597 ns/op	     42451 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=1000/Entity                 	    4358	     25157 ns/op	     24484 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=1000/EntityMiss             	     234	    500027 ns/op	    497949 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=1000/RankedKeywordMiss      	     314	    382032 ns/op	    381946 cpu-ns/op	    1257 B/op	      29 allocs/op
BenchmarkMemoryRead/N=1000/Embeddings             	     145	    824641 ns/op	    819579 cpu-ns/op	 1512473 B/op	   11023 allocs/op
BenchmarkMemoryRead/N=1000/Keyword                	      52	   2839574 ns/op	   2823231 cpu-ns/op	 2017137 B/op	   33035 allocs/op
BenchmarkMemoryRead/N=1000/Diff                   	      49	   3056773 ns/op	   3046102 cpu-ns/op	 2181208 B/op	   33348 allocs/op
BenchmarkMemoryRead/N=1000/RecallKeyword          	      15	   7131700 ns/op	   7057000 cpu-ns/op	 3934405 B/op	   88635 allocs/op
BenchmarkMemoryRead/N=1000/RecallHybrid           	      10	  11212500 ns/op	  11122500 cpu-ns/op	 5536650 B/op	  104803 allocs/op
BenchmarkMemoryRead/N=1000/RecallWhy              	       9	  12553236 ns/op	  12213556 cpu-ns/op	 5636550 B/op	  107437 allocs/op
BenchmarkMemoryRead/N=1000/SemanticEmbedding      	     840	    146362 ns/op	    145179 cpu-ns/op	   12736 B/op	     373 allocs/op
BenchmarkMemoryRead/N=1000/SemanticTokens         	      34	   4059811 ns/op	   4032471 cpu-ns/op	 2258968 B/op	   69039 allocs/op
BenchmarkMemoryRead/N=1000/Neighborhood           	    2085	     59388 ns/op	     59432 cpu-ns/op	    9504 B/op	     276 allocs/op
BenchmarkMemoryRead/N=10000/ByID                  	   10000	     10392 ns/op	     10291 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=10000/AllActive             	       5	  21101575 ns/op	  21088200 cpu-ns/op	15271184 B/op	  480038 allocs/op
BenchmarkMemoryRead/N=10000/Ranked                	    3198	     39828 ns/op	     39827 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=10000/SourceLatest          	    8431	     14386 ns/op	     14385 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10000/SourceRecent          	    3084	     41532 ns/op	     41476 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=10000/Entity                	    4918	     23388 ns/op	     23389 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=10000/EntityMiss            	      21	   5184306 ns/op	   5187048 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=10000/RankedKeywordMiss     	      27	   8588718 ns/op	   6502481 cpu-ns/op	    1285 B/op	      29 allocs/op
BenchmarkMemoryRead/N=10000/Embeddings            	      10	  10117425 ns/op	  10105100 cpu-ns/op	16547806 B/op	  110031 allocs/op
BenchmarkMemoryRead/N=10000/Keyword               	       4	  26515229 ns/op	  26509750 cpu-ns/op	20161140 B/op	  330035 allocs/op
BenchmarkMemoryRead/N=10000/Diff                  	       4	  28629573 ns/op	  28630750 cpu-ns/op	21405496 B/op	  330406 allocs/op
BenchmarkMemoryRead/N=10000/RecallKeyword         	       2	  55009292 ns/op	  54989000 cpu-ns/op	36619068 B/op	  817704 allocs/op
BenchmarkMemoryRead/N=10000/RecallHybrid          	       2	  69272916 ns/op	  68087500 cpu-ns/op	49095988 B/op	  906758 allocs/op
BenchmarkMemoryRead/N=10000/RecallWhy             	       2	  77652125 ns/op	  71122500 cpu-ns/op	49184080 B/op	  909577 allocs/op
BenchmarkMemoryRead/N=10000/SemanticEmbedding     	     120	    967376 ns/op	    967583 cpu-ns/op	   12736 B/op	     373 allocs/op
BenchmarkMemoryRead/N=10000/SemanticTokens        	       3	  42047292 ns/op	  42057000 cpu-ns/op	22711832 B/op	  690046 allocs/op
BenchmarkMemoryRead/N=10000/Neighborhood          	    2059	     59148 ns/op	     59126 cpu-ns/op	    9504 B/op	     276 allocs/op
BenchmarkMemoryInsert/N=1                         	    1155	     98989 ns/op	     80980 cpu-ns/op	    1770 B/op	      40 allocs/op
BenchmarkMemoryInsert/N=10                        	     588	    189115 ns/op	    175491 cpu-ns/op	   11913 B/op	     292 allocs/op
BenchmarkMemoryInsert/N=100                       	      94	   1193859 ns/op	   1167851 cpu-ns/op	  113439 B/op	    2812 allocs/op
BenchmarkMemoryInsert/N=1000                      	       3	  34271805 ns/op	  34121000 cpu-ns/op	 1129509 B/op	   28024 allocs/op
BenchmarkMemoryInsert/N=10000                     	       1	 439256709 ns/op	 434464000 cpu-ns/op	11282104 B/op	  280034 allocs/op
BenchmarkMemoryMaintenance/N=1/KnownEntities      	   13594	      8785 ns/op	      8737 cpu-ns/op	     696 B/op	      18 allocs/op
BenchmarkMemoryMaintenance/N=1/Retention          	    1618	     73980 ns/op	     59057 cpu-ns/op	    3340 B/op	      98 allocs/op
BenchmarkMemoryMaintenance/N=1/EngineProvided     	    1437	     85876 ns/op	     85867 cpu-ns/op	    6430 B/op	     151 allocs/op
BenchmarkMemoryMaintenance/N=10/KnownEntities     	    7586	     15913 ns/op	     15903 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=10/Retention         	     674	    166303 ns/op	    151263 cpu-ns/op	   20616 B/op	     677 allocs/op
BenchmarkMemoryMaintenance/N=10/EngineProvided    	     380	    317576 ns/op	    299808 cpu-ns/op	   20867 B/op	     515 allocs/op
BenchmarkMemoryMaintenance/N=100/KnownEntities    	    1748	     68880 ns/op	     68889 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=100/Retention        	     100	   1389737 ns/op	   1113750 cpu-ns/op	  192584 B/op	    6272 allocs/op
BenchmarkMemoryMaintenance/N=100/EngineProvided   	     158	    735501 ns/op	    670671 cpu-ns/op	   51192 B/op	    1368 allocs/op
BenchmarkMemoryMaintenance/N=1000/KnownEntities   	     201	    596544 ns/op	    596318 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=1000/Retention       	       9	  12586018 ns/op	  12312667 cpu-ns/op	 1904827 B/op	   62092 allocs/op
BenchmarkMemoryMaintenance/N=1000/EngineProvided  	     132	    891211 ns/op	    856697 cpu-ns/op	   52673 B/op	    1415 allocs/op
BenchmarkMemoryMaintenance/N=10000/KnownEntities  	      16	   6858831 ns/op	   6852875 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=10000/Retention      	       1	 179143958 ns/op	 174812000 cpu-ns/op	20506536 B/op	  620173 allocs/op
BenchmarkMemoryMaintenance/N=10000/EngineProvided 	      40	   2565351 ns/op	   2308450 cpu-ns/op	   52754 B/op	    1415 allocs/op
BenchmarkMemoryDenseRecall/N=1                    	    2000	     63486 ns/op	     63309 cpu-ns/op	    9944 B/op	     193 allocs/op
BenchmarkMemoryDenseRecall/N=10                   	     237	    502905 ns/op	    501848 cpu-ns/op	  164684 B/op	    4308 allocs/op
BenchmarkMemoryDenseRecall/N=100                  	       6	  16960188 ns/op	  16932000 cpu-ns/op	 5356982 B/op	  174893 allocs/op
PASS

# Round 5; UTC 2026-10-03T11:33:48.208844+00:00; load (4.06298828125, 5.11474609375, 6.873046875)
goos: darwin
goarch: arm64
pkg: github.com/mnemon-dev/mnemon/internal/memory
cpu: Apple M4
BenchmarkMemoryRead/N=1/ByID         	   10000	     10299 ns/op	     10196 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1/AllActive    	   10000	     11276 ns/op	     11192 cpu-ns/op	    2296 B/op	      69 allocs/op
BenchmarkMemoryRead/N=1/Ranked       	    5846	     21249 ns/op	     21231 cpu-ns/op	    2584 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1/SourceLatest 	    8506	     14481 ns/op	     14449 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1/SourceRecent 	    5372	     22612 ns/op	     22614 cpu-ns/op	    2504 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1/Entity       	    7215	     16557 ns/op	     16478 cpu-ns/op	     632 B/op	      20 allocs/op
BenchmarkMemoryRead/N=1/EntityMiss   	    7225	     16059 ns/op	     16060 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=1/RankedKeywordMiss         	    5593	     21360 ns/op	     21357 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=1/Embeddings                	   18678	      6462 ns/op	      6460 cpu-ns/op	    1888 B/op	      24 allocs/op
BenchmarkMemoryRead/N=1/Keyword                   	   34941	      3535 ns/op	      3501 cpu-ns/op	    2240 B/op	      46 allocs/op
BenchmarkMemoryRead/N=1/Diff                      	   19284	      6206 ns/op	      6147 cpu-ns/op	    3224 B/op	      77 allocs/op
BenchmarkMemoryRead/N=1/RecallKeyword             	    1669	     72187 ns/op	     72143 cpu-ns/op	    7224 B/op	     174 allocs/op
BenchmarkMemoryRead/N=1/RecallHybrid              	    1579	     80029 ns/op	     79989 cpu-ns/op	   10137 B/op	     201 allocs/op
BenchmarkMemoryRead/N=1/RecallWhy                 	    2853	     45962 ns/op	     45914 cpu-ns/op	    9992 B/op	     195 allocs/op
BenchmarkMemoryRead/N=1/SemanticEmbedding         	    9235	     13396 ns/op	     13357 cpu-ns/op	    3040 B/op	      90 allocs/op
BenchmarkMemoryRead/N=1/SemanticTokens            	    9642	     13895 ns/op	     13786 cpu-ns/op	    3040 B/op	      90 allocs/op
BenchmarkMemoryRead/N=1/Neighborhood              	    7843	     14984 ns/op	     14986 cpu-ns/op	    1296 B/op	      26 allocs/op
BenchmarkMemoryRead/N=10/ByID                     	   10000	     10442 ns/op	     10413 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=10/AllActive                	    4598	     30271 ns/op	     30172 cpu-ns/op	   16000 B/op	     505 allocs/op
BenchmarkMemoryRead/N=10/Ranked                   	    3355	     41020 ns/op	     40953 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=10/SourceLatest             	    6950	     14749 ns/op	     14735 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10/SourceRecent             	    5343	     22985 ns/op	     22964 cpu-ns/op	    2504 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10/Entity                   	    4953	     23506 ns/op	     23503 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=10/EntityMiss               	    6014	     20190 ns/op	     20195 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=10/RankedKeywordMiss        	    4664	     24532 ns/op	     24526 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=10/Embeddings               	   10000	     14671 ns/op	     14588 cpu-ns/op	   16200 B/op	     127 allocs/op
BenchmarkMemoryRead/N=10/Keyword                  	    4560	     30198 ns/op	     30084 cpu-ns/op	   21296 B/op	     365 allocs/op
BenchmarkMemoryRead/N=10/Diff                     	    1880	     64217 ns/op	     64047 cpu-ns/op	   30929 B/op	     607 allocs/op
BenchmarkMemoryRead/N=10/RecallKeyword            	     396	    304153 ns/op	    302755 cpu-ns/op	   75351 B/op	    1908 allocs/op
BenchmarkMemoryRead/N=10/RecallHybrid             	     320	    365245 ns/op	    346831 cpu-ns/op	   90168 B/op	    2032 allocs/op
BenchmarkMemoryRead/N=10/RecallWhy                	     277	    426146 ns/op	    423036 cpu-ns/op	  111460 B/op	    2575 allocs/op
BenchmarkMemoryRead/N=10/SemanticEmbedding        	    2450	     53288 ns/op	     53227 cpu-ns/op	   12736 B/op	     373 allocs/op
BenchmarkMemoryRead/N=10/SemanticTokens           	    2290	     51829 ns/op	     51678 cpu-ns/op	   24088 B/op	     723 allocs/op
BenchmarkMemoryRead/N=10/Neighborhood             	    2089	     58915 ns/op	     58887 cpu-ns/op	    9504 B/op	     276 allocs/op
BenchmarkMemoryRead/N=100/ByID                    	   10000	     10207 ns/op	     10192 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=100/AllActive               	     555	    217625 ns/op	    216647 cpu-ns/op	  152560 B/op	    4828 allocs/op
BenchmarkMemoryRead/N=100/Ranked                  	    3301	     41766 ns/op	     41648 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=100/SourceLatest            	    8414	     14693 ns/op	     14677 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=100/SourceRecent            	    3141	     42421 ns/op	     42380 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=100/Entity                  	    5193	     23272 ns/op	     23278 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=100/EntityMiss              	    1942	     61648 ns/op	     61668 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=100/RankedKeywordMiss       	    2152	     56370 ns/op	     56373 cpu-ns/op	    1256 B/op	      29 allocs/op
BenchmarkMemoryRead/N=100/Embeddings              	    1275	     91279 ns/op	     90494 cpu-ns/op	  155576 B/op	    1120 allocs/op
BenchmarkMemoryRead/N=100/Keyword                 	     434	    282460 ns/op	    281435 cpu-ns/op	  202736 B/op	    3335 allocs/op
BenchmarkMemoryRead/N=100/Diff                    	     332	    365696 ns/op	    364669 cpu-ns/op	  222680 B/op	    3644 allocs/op
BenchmarkMemoryRead/N=100/RecallKeyword           	      50	   2419492 ns/op	   2415540 cpu-ns/op	  655843 B/op	   15725 allocs/op
BenchmarkMemoryRead/N=100/RecallHybrid            	      50	   2558901 ns/op	   2555020 cpu-ns/op	  806683 B/op	   17267 allocs/op
BenchmarkMemoryRead/N=100/RecallWhy               	      49	   2678935 ns/op	   2675571 cpu-ns/op	  846241 B/op	   18222 allocs/op
BenchmarkMemoryRead/N=100/SemanticEmbedding       	    2018	     64349 ns/op	     63991 cpu-ns/op	   12736 B/op	     373 allocs/op
BenchmarkMemoryRead/N=100/SemanticTokens          	     290	    417229 ns/op	    416055 cpu-ns/op	  227608 B/op	    6936 allocs/op
BenchmarkMemoryRead/N=100/Neighborhood            	    2061	     59347 ns/op	     59280 cpu-ns/op	    9504 B/op	     276 allocs/op
BenchmarkMemoryRead/N=1000/ByID                   	   10000	     10873 ns/op	     10823 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=1000/AllActive              	      58	   2120884 ns/op	   2109655 cpu-ns/op	 1514320 B/op	   48031 allocs/op
BenchmarkMemoryRead/N=1000/Ranked                 	    3310	     40546 ns/op	     40474 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=1000/SourceLatest           	    8475	     14610 ns/op	     14604 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=1000/SourceRecent           	    3156	     42264 ns/op	     42153 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=1000/Entity                 	    4968	     24166 ns/op	     23985 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=1000/EntityMiss             	     244	    486872 ns/op	    487066 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=1000/RankedKeywordMiss      	     310	    382551 ns/op	    382597 cpu-ns/op	    1257 B/op	      29 allocs/op
BenchmarkMemoryRead/N=1000/Embeddings             	     142	    839658 ns/op	    833549 cpu-ns/op	 1512473 B/op	   11023 allocs/op
BenchmarkMemoryRead/N=1000/Keyword                	      49	   2842065 ns/op	   2839490 cpu-ns/op	 2017137 B/op	   33035 allocs/op
BenchmarkMemoryRead/N=1000/Diff                   	      49	   3111613 ns/op	   3102388 cpu-ns/op	 2181209 B/op	   33348 allocs/op
BenchmarkMemoryRead/N=1000/RecallKeyword          	      15	   7252364 ns/op	   7206667 cpu-ns/op	 3934405 B/op	   88635 allocs/op
BenchmarkMemoryRead/N=1000/RecallHybrid           	      10	  10420733 ns/op	  10371400 cpu-ns/op	 5536729 B/op	  104803 allocs/op
BenchmarkMemoryRead/N=1000/RecallWhy              	       9	  11235903 ns/op	  11229000 cpu-ns/op	 5636535 B/op	  107437 allocs/op
BenchmarkMemoryRead/N=1000/SemanticEmbedding      	     860	    145015 ns/op	    145035 cpu-ns/op	   12736 B/op	     373 allocs/op
BenchmarkMemoryRead/N=1000/SemanticTokens         	      36	   3964293 ns/op	   3956111 cpu-ns/op	 2258968 B/op	   69039 allocs/op
BenchmarkMemoryRead/N=1000/Neighborhood           	    1938	     59914 ns/op	     59833 cpu-ns/op	    9504 B/op	     276 allocs/op
BenchmarkMemoryRead/N=10000/ByID                  	   10000	     10040 ns/op	     10036 cpu-ns/op	    2392 B/op	      73 allocs/op
BenchmarkMemoryRead/N=10000/AllActive             	       6	  20914215 ns/op	  20885333 cpu-ns/op	15271184 B/op	  480038 allocs/op
BenchmarkMemoryRead/N=10000/Ranked                	    3052	     40845 ns/op	     40722 cpu-ns/op	   16288 B/op	     509 allocs/op
BenchmarkMemoryRead/N=10000/SourceLatest          	    7956	     14595 ns/op	     14588 cpu-ns/op	    2456 B/op	      74 allocs/op
BenchmarkMemoryRead/N=10000/SourceRecent          	    3042	     41091 ns/op	     41116 cpu-ns/op	   16208 B/op	     510 allocs/op
BenchmarkMemoryRead/N=10000/Entity                	    4863	     23504 ns/op	     23506 cpu-ns/op	    1544 B/op	      60 allocs/op
BenchmarkMemoryRead/N=10000/EntityMiss            	      20	   5252902 ns/op	   5256650 cpu-ns/op	     568 B/op	      15 allocs/op
BenchmarkMemoryRead/N=10000/RankedKeywordMiss     	      27	   3987424 ns/op	   3990111 cpu-ns/op	    1285 B/op	      29 allocs/op
BenchmarkMemoryRead/N=10000/Embeddings            	      12	   9245715 ns/op	   9218333 cpu-ns/op	16547804 B/op	  110031 allocs/op
BenchmarkMemoryRead/N=10000/Keyword               	       4	  26492073 ns/op	  26474000 cpu-ns/op	20161144 B/op	  330035 allocs/op
BenchmarkMemoryRead/N=10000/Diff                  	       4	  29573635 ns/op	  29571500 cpu-ns/op	21405496 B/op	  330406 allocs/op
BenchmarkMemoryRead/N=10000/RecallKeyword         	       2	  53617250 ns/op	  53595000 cpu-ns/op	36619068 B/op	  817704 allocs/op
BenchmarkMemoryRead/N=10000/RecallHybrid          	       2	  67587146 ns/op	  67569500 cpu-ns/op	49087792 B/op	  906567 allocs/op
BenchmarkMemoryRead/N=10000/RecallWhy             	       2	  65878292 ns/op	  65881000 cpu-ns/op	49184080 B/op	  909577 allocs/op
BenchmarkMemoryRead/N=10000/SemanticEmbedding     	     118	    988328 ns/op	    989025 cpu-ns/op	   12736 B/op	     373 allocs/op
BenchmarkMemoryRead/N=10000/SemanticTokens        	       3	  41333278 ns/op	  41311333 cpu-ns/op	22711832 B/op	  690046 allocs/op
BenchmarkMemoryRead/N=10000/Neighborhood          	    2004	     59487 ns/op	     59468 cpu-ns/op	    9504 B/op	     276 allocs/op
BenchmarkMemoryInsert/N=1                         	    1136	     91669 ns/op	     75195 cpu-ns/op	    1795 B/op	      40 allocs/op
BenchmarkMemoryInsert/N=10                        	     614	    197439 ns/op	    179936 cpu-ns/op	   11912 B/op	     292 allocs/op
BenchmarkMemoryInsert/N=100                       	      96	   1237622 ns/op	   1204521 cpu-ns/op	  113437 B/op	    2812 allocs/op
BenchmarkMemoryInsert/N=1000                      	       3	  34850027 ns/op	  34603000 cpu-ns/op	 1129509 B/op	   28024 allocs/op
BenchmarkMemoryInsert/N=10000                     	       1	 432977208 ns/op	 431604000 cpu-ns/op	11282104 B/op	  280034 allocs/op
BenchmarkMemoryMaintenance/N=1/KnownEntities      	   14294	      8309 ns/op	      8302 cpu-ns/op	     696 B/op	      18 allocs/op
BenchmarkMemoryMaintenance/N=1/Retention          	    1528	     75479 ns/op	     59342 cpu-ns/op	    3340 B/op	      98 allocs/op
BenchmarkMemoryMaintenance/N=1/EngineProvided     	    1432	     87616 ns/op	     87622 cpu-ns/op	    6453 B/op	     153 allocs/op
BenchmarkMemoryMaintenance/N=10/KnownEntities     	    7126	     16028 ns/op	     16022 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=10/Retention         	     673	    166960 ns/op	    151184 cpu-ns/op	   20616 B/op	     677 allocs/op
BenchmarkMemoryMaintenance/N=10/EngineProvided    	     364	    326794 ns/op	    304670 cpu-ns/op	   20858 B/op	     514 allocs/op
BenchmarkMemoryMaintenance/N=100/KnownEntities    	    1778	     70153 ns/op	     69879 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=100/Retention        	     104	   1146936 ns/op	   1113288 cpu-ns/op	  192584 B/op	    6272 allocs/op
BenchmarkMemoryMaintenance/N=100/EngineProvided   	     178	    664884 ns/op	    643747 cpu-ns/op	   51164 B/op	    1366 allocs/op
BenchmarkMemoryMaintenance/N=1000/KnownEntities   	     199	    600935 ns/op	    599879 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=1000/Retention       	       9	  12130255 ns/op	  11916556 cpu-ns/op	 1904827 B/op	   62092 allocs/op
BenchmarkMemoryMaintenance/N=1000/EngineProvided  	     136	    863309 ns/op	    830015 cpu-ns/op	   52653 B/op	    1414 allocs/op
BenchmarkMemoryMaintenance/N=10000/KnownEntities  	      18	   6530120 ns/op	   6531056 cpu-ns/op	    1584 B/op	      48 allocs/op
BenchmarkMemoryMaintenance/N=10000/Retention      	       1	 176413333 ns/op	 171657000 cpu-ns/op	20506536 B/op	  620173 allocs/op
BenchmarkMemoryMaintenance/N=10000/EngineProvided 	      52	   2232851 ns/op	   2154673 cpu-ns/op	   52725 B/op	    1416 allocs/op
BenchmarkMemoryDenseRecall/N=1                    	    2004	     62185 ns/op	     62119 cpu-ns/op	    9944 B/op	     193 allocs/op
BenchmarkMemoryDenseRecall/N=10                   	     244	    491229 ns/op	    490668 cpu-ns/op	  164683 B/op	    4308 allocs/op
BenchmarkMemoryDenseRecall/N=100                  	       7	  16842054 ns/op	  16830429 cpu-ns/op	 5349785 B/op	  174892 allocs/op
PASS
