diff --git a/scripts/results/benchmark_results.csv b/scripts/results/benchmark_results.csv
index 817916f2a..ec78f5292 100644
--- a/scripts/results/benchmark_results.csv
+++ b/scripts/results/benchmark_results.csv
@@ -1,4 +1,202 @@
 version,tstamp,name,mean,stddev,median,user,system,min,max,recs_per_sec
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+0.128.0,2024-05-26-05,validate,1.2720779446666668,0.0035628568330849887,1.273685375,5.918230666666666,0.099032,1.267994584,1.274553875,786164
+0.128.0,2024-05-26-05,validate_index,1.2662508886666666,0.0020542522879563804,1.266451166,5.853281,0.10829833333333333,1.264103833,1.268197667,789889
+0.128.0,2024-05-26-05,validate_no_schema,0.4995308473333333,0.00025417665273650715,0.499648792,0.45277366666666663,0.039282000000000004,0.499239125,0.499704625,2000000
+0.128.0,2024-05-26-05,validate_no_schema_index,0.49495361100000007,0.0015333274033007469,0.49512,0.4533043333333333,0.039793999999999996,0.49334387500000004,0.49639695800000005,2020202
+0.128.0,2024-05-26-05,validate_valid_output,2.2062143610000002,0.004336108841993519,2.207881417,6.782767,0.14236933333333332,2.201292125,2.209469541,453309
+0.128.0,2024-05-26-05,validate_valid_output_index,2.182132444666667,0.005905957867025125,2.180913667,6.704777333333333,0.144049,2.176930958,2.188552709,458295
 0.127.0,2024-04-25-08,apply_calcconv,1.8320388613333334,0.006966285087796132,1.831663292,3.6383319999999997,0.15691133333333332,1.825267958,1.8391853340000002,545852
 0.127.0,2024-04-25-08,apply_dynfmt,2.126581417,0.019761061841150205,2.117635167,7.127033666666667,0.15944166666666668,2.112875625,2.149233459,470146
 0.127.0,2024-04-25-08,apply_emptyreplace,1.713824139,0.001984473541211662,1.7140189160000001,2.4713816666666664,0.15051799999999999,1.711749459,1.715704042,583431
diff --git a/scripts/results/benchmark_results_display.csv b/scripts/results/benchmark_results_display.csv
index fe9f9a321..bb95f641c 100644
--- a/scripts/results/benchmark_results_display.csv
+++ b/scripts/results/benchmark_results_display.csv
@@ -1,4 +1,202 @@
 version,tstamp,name,mean,recs_per_sec,stddev,median,user,system,min,max
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 0.127.0,2024-04-25-08,apply_calcconv,1.832,545852,0.007,1.832,3.638,0.157,1.825,1.839
 0.127.0,2024-04-25-08,apply_dynfmt,2.127,470146,0.02,2.118,7.127,0.159,2.113,2.149
 0.127.0,2024-04-25-08,apply_emptyreplace,1.714,583431,0.002,1.714,2.471,0.151,1.712,1.716
diff --git a/scripts/results/latest_results.csv b/scripts/results/latest_results.csv
index 51944e58b..aa54e05b1 100644
--- a/scripts/results/latest_results.csv
+++ b/scripts/results/latest_results.csv
@@ -1,193 +1,199 @@
 version,tstamp,name,mean,stddev,median,user,system,min,max,recs_per_sec
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-0.127.0,2024-04-25-08,cat_rows_flexible,1.9865627219999997,0.003374382458849021,1.9875905,1.8759073333333334,0.08613233333333332,1.982793958,1.989303708,503271
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-0.127.0,2024-04-25-08,fixlengths,1.5195997083333335,0.0018712286171048893,1.51917575,1.4369709999999998,0.07880633333333333,1.517976833,1.521646542,657895
-0.127.0,2024-04-25-08,flatten,6.341311097333333,0.01020243579530416,6.34022025,6.2866713333333335,0.046673333333333324,6.331697917,6.352015125,157704
-0.127.0,2024-04-25-08,flatten_condensed,6.778736805333334,0.03305930648160071,6.7767225,6.725381333333332,0.04724,6.746730708,6.812757208,147514
-0.127.0,2024-04-25-08,fmt,1.1114519446666666,0.012222542700080732,1.105793,1.066473,0.04258666666666666,1.103084417,1.125478417,900090
-0.127.0,2024-04-25-08,fmt_no_crlf,1.1072010136666666,0.007707275561623347,1.108484125,1.0618403333333333,0.043011,1.098932708,1.114186208,903342
-0.127.0,2024-04-25-08,fmt_no_final_newline,1.1178515279999999,0.008468405036065085,1.122005334,1.0661526666666667,0.042579,1.10810825,1.123441,894454
-0.127.0,2024-04-25-08,foreach,0.005644958333333334,0.00014934912988475468,0.0056018330000000005,0.003790333333333333,0.0012053333333333332,0.005521917,0.005811125,166666667
-0.127.0,2024-04-25-08,frequency,3.1767469169999996,0.03235214811728762,3.181958209,4.072915333333333,0.13759366666666667,3.142105458,3.206177084,314762
-0.127.0,2024-04-25-08,frequency_ignorecase,4.354828833333333,0.022267185705123576,4.360545875,5.2514970000000005,0.14713333333333334,4.330260542,4.373680083,229621
-0.127.0,2024-04-25-08,frequency_ignorecase_index,1.3057354026666668,0.07219214363043984,1.2709629580000001,6.794199333333334,0.28330266666666665,1.257510167,1.388733083,765697
-0.127.0,2024-04-25-08,frequency_index,1.2043287360000001,0.04306652065800048,1.1922513750000001,5.523815333333334,0.29358066666666666,1.1685902910000001,1.252144542,830565
-0.127.0,2024-04-25-08,frequency_j1,3.159205028,0.007031265062756487,3.156949792,4.051719333333334,0.14355833333333332,3.153578083,3.167087209,316556
-0.127.0,2024-04-25-08,frequency_j1_ignorecase,4.3100803196666675,0.016887797473003466,4.306357375,5.212457333333333,0.1434423333333333,4.295364625,4.328518959,232019
-0.127.0,2024-04-25-08,frequency_no_limit,5.117237472,0.03348965937597766,5.127697667,5.975859666666666,0.15872733333333333,5.079766166,5.144248583,195427
-0.127.0,2024-04-25-08,frequency_no_limit_index,3.226854764,0.03718991396854467,3.212261833,7.523010666666667,0.30516866666666664,3.199174459,3.2691280000000003,309885
-0.127.0,2024-04-25-08,frequency_other_sorted,3.138425903,0.01145737326979727,3.142850417,4.0325983333333335,0.14040299999999997,3.125416,3.147011292,318674
-0.127.0,2024-04-25-08,frequency_other_sorted_index,1.2061323890000002,0.07207224013377321,1.197316209,5.507959,0.275913,1.138873792,1.282207166,829187
-0.127.0,2024-04-25-08,frequency_selregex,0.8915153889999999,0.0014636580991614638,0.891053584,0.966638,0.05338099999999999,0.8903383330000001,0.89315425,1121076
-0.127.0,2024-04-25-08,frequency_selregex_ignorecase,1.2282239863333333,0.0031149729415053343,1.22757425,1.2978203333333331,0.051618,1.225485125,1.231612584,814332
-0.127.0,2024-04-25-08,geocode_reverse,3.905807236333333,0.013619968557298238,3.901970542,3.146134333333333,8.940887333333334,3.894517125,3.920934042,256016
-0.127.0,2024-04-25-08,geocode_suggest,4.730316763666667,0.04235894939901521,4.745353875,22.0861,2.411965,4.682490708,4.763105708,211416
-0.127.0,2024-04-25-08,index,0.5315330830000001,0.0026817793886967966,0.530906416,0.4814063333333333,0.041049666666666665,0.529220125,0.534472708,1879699
-0.127.0,2024-04-25-08,input,1.765079986,0.002982835703611673,1.76369075,1.704754333333333,0.045593333333333326,1.763045167,1.768504041,566572
-0.127.0,2024-04-25-08,join,2.1314663053333334,0.007889556404185455,2.134819166,1.4777373333333335,0.637649,2.122454083,2.137125667,469263
-0.127.0,2024-04-25-08,join_casei,2.132578666666667,0.005116188013376995,2.134551167,1.4847643333333334,0.6327916666666666,2.126769833,2.136415,468823
-0.127.0,2024-04-25-08,joinp,2.827300111,0.014432669859288505,2.826422083,5.095730666666666,0.427597,2.8133265,2.84215175,353732
-0.127.0,2024-04-25-08,jsonl,1.5431326666666667,0.0033506920345799125,1.541203292,7.655675666666666,0.19090666666666667,1.541193,1.547001708,648088
-0.127.0,2024-04-25-08,jsonl_j1,6.7927587916666665,0.033450089729497444,6.778996,6.611304666666666,0.12158033333333333,6.7683856250000005,6.83089475,147210
-0.127.0,2024-04-25-08,luau_filter,8.083986263666667,0.032206032835697715,8.066459416,7.518400333333333,0.5593506666666667,8.064344833,8.121154542,123701
-0.127.0,2024-04-25-08,luau_filter_colidx,9.907140375333332,0.03045816626497691,9.914041167,9.304075666666666,0.5564036666666666,9.873823875,9.933556084,100939
-0.127.0,2024-04-25-08,luau_filter_no_globals,5.237193278,0.015298457702844563,5.234031625,4.659985,0.5494203333333333,5.223722667,5.253825542,190949
-0.127.0,2024-04-25-08,luau_filter_no_globals_colidx,6.898439610666666,0.02093603845604334,6.906673458,6.3127043333333335,0.5538959999999999,6.874638416,6.914006958,144970
-0.127.0,2024-04-25-08,luau_filter_no_globals_colidx,6.889654194333333,0.010240998745205364,6.884736375,6.304133333333333,0.5524756666666666,6.882799708,6.9014265,145138
-0.127.0,2024-04-25-08,luau_filter_no_globals_no_colidx,5.227326125,0.013781449219944654,5.224903042,4.655688666666666,0.547951,5.214916916,5.242158417,191314
-0.127.0,2024-04-25-08,luau_multi,25.084195194333336,0.061397643132194465,25.096195542,24.359037666666666,0.6221030000000001,25.017683333,25.138706708,39866
-0.127.0,2024-04-25-08,luau_multi_colidx,26.815118708,0.08924307192201571,26.784471833,26.102328333333332,0.6258313333333333,26.745237083,26.915647208,37293
-0.127.0,2024-04-25-08,luau_multi_no_globals,22.12368995833333,0.10174667402854051,22.171398167,21.40312,0.6301089999999999,22.006855583,22.192816125,45200
-0.127.0,2024-04-25-08,luau_multi_no_globals_colidx,23.791069055666668,0.04079802996753344,23.773783542,23.107265666666667,0.6222279999999999,23.761759375,23.83766425,42033
-0.127.0,2024-04-25-08,luau_script,36.24123958333333,0.06362834329673334,36.246878792,35.517024,0.620312,36.174979333,36.301860625,27593
-0.127.0,2024-04-25-08,luau_script_colidx,37.994971236,0.050039946744619895,37.986251875,37.239576666666665,0.6160536666666666,37.949864,38.048797833,26319
-0.127.0,2024-04-25-08,luau_script_no_globals,33.548659347333334,0.17762340334677276,33.533982458,32.804821999999994,0.6160346666666666,33.37882975,33.733165834,29807
-0.127.0,2024-04-25-08,luau_script_no_globals_colidx,34.89883925033333,0.09611629387694251,34.911827542,34.17237766666666,0.6165673333333332,34.79688925,34.987800959,28654
-0.127.0,2024-04-25-08,partition,2.5728686526666666,0.016632389531133343,2.573920708,1.0755423333333332,1.4689406666666667,2.555735209,2.588950041,388651
-0.127.0,2024-04-25-08,pseudo,1.9452839866666665,0.009573210913993099,1.949632667,1.873405,0.05104,1.934308334,1.9519109590000001,514139
-0.127.0,2024-04-25-08,pseudo_formatstr,2.1505556663333336,0.005436539293714027,2.1480447910000002,2.0719119999999998,0.05577066666666666,2.146828375,2.156793833,464900
-0.127.0,2024-04-25-08,rename,1.1215303056666668,0.006925555160387739,1.123217375,1.0669563333333334,0.042985666666666665,1.1139170840000001,1.127456458,891266
-0.127.0,2024-04-25-08,replace,2.1611382636666665,0.005020596806535827,2.163038083,2.1009240000000005,0.044521,2.155445,2.164931708,462749
-0.127.0,2024-04-25-08,reverse,1.1173991250000002,0.0041721339346211285,1.116509458,0.986625,0.10362966666666666,1.113743584,1.121944333,895255
-0.127.0,2024-04-25-08,reverse_index,6.1403411666666665,0.04356445399530514,6.164516458,1.3554013333333332,4.770153333333333,6.09004975,6.166457292,162866
-0.127.0,2024-04-25-08,safenames,1.1173071113333333,0.0046759523886381145,1.119089334,1.062506,0.04291233333333333,1.112002125,1.120829875,895255
-0.127.0,2024-04-25-08,sample_10,0.5906901806666668,0.004311299630949423,0.5894210830000001,0.541418,0.04103333333333333,0.587155875,0.5954935840000001,1692047
-0.127.0,2024-04-25-08,sample_1000,0.5904814023333333,0.010290274314483103,0.585072125,0.5430996666666666,0.038799999999999994,0.584023916,0.6023481660000001,1694915
-0.127.0,2024-04-25-08,sample_100000,0.7374352220000001,0.0046577907335040615,0.7365122080000001,0.6808476666666666,0.044386,0.733308042,0.7424854160000001,1356852
-0.127.0,2024-04-25-08,sample_100000_index,1.1881529163333333,0.0077080682129650425,1.186018875,0.1955083333333333,0.966204,1.181736708,1.196703166,841751
-0.127.0,2024-04-25-08,sample_100000_seeded,0.7360016806666666,0.0049127602390291155,0.733464208,0.6794589999999999,0.04436899999999999,0.7328765420000001,0.7416642920000001,1358696
-0.127.0,2024-04-25-08,sample_100000_seeded_faster,0.722653139,0.004293808949812683,0.7251129580000001,0.6669306666666666,0.04440866666666666,0.717695125,0.7251513340000001,1383126
-0.127.0,2024-04-25-08,sample_100000_seeded_index,1.1930700553333333,0.0075562690740815525,1.194379208,0.19733199999999998,0.9677919999999999,1.18494475,1.1998862080000001,838223
-0.127.0,2024-04-25-08,sample_100000_seeded_index_faster,1.1822360276666666,0.007735496450992921,1.1787295,0.1887913333333333,0.9667153333333333,1.176874792,1.191103791,846024
-0.127.0,2024-04-25-08,sample_100000_seeded_index_secure,1.1867896526666668,0.0033416462923326106,1.185453083,0.1926173333333333,0.9655656666666665,1.184323167,1.190592708,842460
-0.127.0,2024-04-25-08,sample_100000_seeded_secure,0.7294446946666667,0.004609759410378682,0.7311544590000001,0.672825,0.044594666666666664,0.724224333,0.7329552920000001,1371742
-0.127.0,2024-04-25-08,sample_1000_index,0.031774028,0.0010962498413806027,0.03120225,0.017627666666666666,0.012431999999999999,0.031081875000000002,0.033037959,31250000
-0.127.0,2024-04-25-08,sample_10_index,0.019211000000000002,0.0005570013713080063,0.019266875000000003,0.016017,0.0020733333333333333,0.018628167,0.019737958,52631579
-0.127.0,2024-04-25-08,sample_25pct_index,2.940840736,0.004358317916767482,2.938909416,0.46682399999999996,2.4062083333333333,2.937781792,2.945831,340020
-0.127.0,2024-04-25-08,sample_25pct_seeded_index,2.9490033333333336,0.01344802998603163,2.9429483750000003,0.4683136666666667,2.4114923333333333,2.93964725,2.964414375,339098
-0.127.0,2024-04-25-08,schema,18.092501611333333,0.18724861365939038,18.048707292,27.584298666666665,0.9593483333333332,17.931031417,18.297766125,55270
-0.127.0,2024-04-25-08,schema_index,7.761068666666667,0.1902011363885294,7.694002541,11.833970333333333,0.48986166666666664,7.613485542,7.975717917,128849
-0.127.0,2024-04-25-08,search,0.665403681,0.005691073848972899,0.664205959,0.6216356666666666,0.041851,0.6604067920000001,0.6715982920000001,1503759
-0.127.0,2024-04-25-08,search_unicode,0.6643467916666667,0.004792523554541359,0.6641346250000001,0.6221873333333333,0.040237,0.659663875,0.6692418750000001,1506024
-0.127.0,2024-04-25-08,searchset,1.3892399033333334,0.007604522453665165,1.386264959,1.6855066666666667,0.09707533333333333,1.383572584,1.3978821670000001,719942
-0.127.0,2024-04-25-08,searchset_ignorecase,1.6122650976666666,0.006581885684887189,1.608871917,1.9095139999999997,0.09906166666666666,1.608072209,1.6198511670000002,620347
-0.127.0,2024-04-25-08,searchset_unicode,1.3816297083333333,0.0026651815984041734,1.381873708,1.6752559999999999,0.098875,1.378850917,1.3841645,723589
-0.127.0,2024-04-25-08,select,0.564136736,0.007830040544465702,0.5671290830000001,0.5154676666666667,0.04021466666666667,0.5552517920000001,0.570029333,1773050
-0.127.0,2024-04-25-08,select_regex,0.602695347,0.004571645074393562,0.6033057500000001,0.5533213333333333,0.04049066666666667,0.597849166,0.606931125,1658375
-0.127.0,2024-04-25-08,slice_last_1k,0.007819528000000001,0.0001685274906832709,0.007859708,0.0053023333333333325,0.0015463333333333334,0.007634542,0.007964334,125000000
-0.127.0,2024-04-25-08,slice_last_1k_index,0.0066563613333333336,0.0001608612571327643,0.006693667,0.0046570000000000005,0.0012803333333333332,0.006480125000000001,0.0067952920000000005,142857143
-0.127.0,2024-04-25-08,slice_last_1k_json,0.010471861333333334,0.00031350904262928894,0.010381959000000001,0.008209666666666667,0.0014886666666666666,0.010213125,0.0108205,100000000
-0.127.0,2024-04-25-08,slice_last_1k_json_index,0.010043625,0.0001349031532767118,0.010013125000000001,0.007962333333333333,0.001282,0.009926583000000001,0.010191167000000001,100000000
-0.127.0,2024-04-25-08,slice_one_middle,0.29004968066666675,0.0013027933734776679,0.29043354200000004,0.263805,0.021375999999999996,0.28859808400000003,0.291117416,3448276
-0.127.0,2024-04-25-08,slice_one_middle_index,0.005768930333333334,0.00021067743608258884,0.005659042,0.003668,0.0013169999999999998,0.005635916,0.006011833,166666667
-0.127.0,2024-04-25-08,snappy_compress,0.18389252766666667,0.01752833672574384,0.188064208,1.1880373333333332,0.09072466666666668,0.164654708,0.198958667,5434783
-0.127.0,2024-04-25-08,snappy_decompress,0.5422615000000001,0.005539107671552897,0.541627084,0.5169509999999999,0.019486,0.537066916,0.5480905,1845018
-0.127.0,2024-04-25-08,snappy_validate,0.5218336113333334,0.001004943252525378,0.522052792,0.4991383333333333,0.017285,0.5207371670000001,0.522710875,1915709
-0.127.0,2024-04-25-08,sort,1.4584470416666668,0.00359097206160816,1.456981083,3.054337333333333,0.12738800000000003,1.455820958,1.462539084,685871
-0.127.0,2024-04-25-08,sort_random_seeded,1.3041825276666668,0.007825409624417232,1.299775875,1.170961,0.10134933333333333,1.299554083,1.313217625,766871
-0.127.0,2024-04-25-08,sort_random_seeded_faster,1.315619528,0.021532802537177712,1.3128060000000001,1.1820843333333333,0.10195433333333333,1.295631792,1.338420792,759878
-0.127.0,2024-04-25-08,sort_random_seeded_secure,1.3127591250000001,0.005333395188485186,1.315176959,1.1774509999999998,0.105611,1.306645041,1.316455375,761615
-0.127.0,2024-04-25-08,sortcheck_sorted,0.5724853746666666,0.002452679446977417,0.5719329160000001,0.5235383333333333,0.041187666666666664,0.570356042,0.5751671660000001,1748252
-0.127.0,2024-04-25-08,sortcheck_unsorted,0.005508972333333334,0.00013633181138800058,0.00546125,0.0036656666666666665,0.0012206666666666668,0.005402917,0.00566275,166666667
-0.127.0,2024-04-25-08,sortcheck_unsorted_all,0.6095081526666667,0.0027293052129702083,0.608850333,0.5612933333333333,0.04083633333333333,0.607167875,0.61250625,1639344
-0.127.0,2024-04-25-08,split,1.0562389303333335,0.02691381588893162,1.051627541,0.9235456666666666,0.10085499999999999,1.03192875,1.0851605,946970
-0.127.0,2024-04-25-08,split_chunks,1.1018042223333333,0.00844138177194921,1.105047,1.3200553333333334,0.15240866666666666,1.092222292,1.108143375,907441
-0.127.0,2024-04-25-08,split_chunks_index,0.24961525033333332,0.10202594892556979,0.267791292,1.0861473333333331,0.15457066666666666,0.139722875,0.341331584,4000000
-0.127.0,2024-04-25-08,split_chunks_index_j1,0.005820111,0.0001827577638323469,0.005738167000000001,0.003734666666666666,0.001485,0.005692666000000001,0.0060295,166666667
-0.127.0,2024-04-25-08,split_index,0.19435154133333335,0.07637776368655405,0.15956441600000001,1.0433863333333333,0.15208166666666664,0.141559958,0.28193025,5154639
-0.127.0,2024-04-25-08,split_index_j1,1.1278492919999998,0.065470403755303,1.106704,0.9665846666666665,0.09998033333333332,1.075564709,1.201279167,886525
-0.127.0,2024-04-25-08,split_kbsize,2.249998763666667,0.03674607528163122,2.257079041,2.1060123333333336,0.10409366666666665,2.21022775,2.2826895,444444
-0.127.0,2024-04-25-08,sqlp,0.04777858366666667,0.0005879612499751434,0.04809825,0.15548399999999998,0.02546633333333333,0.047100042,0.048137459,20833333
-0.127.0,2024-04-25-08,sqlp_aggregations,0.06835751400000001,0.002199795009993203,0.06729162500000001,0.5143439999999999,0.06015633333333333,0.06689370900000001,0.07088720800000001,14705882
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+0.128.0,2024-05-26-05,split_chunks_index,0.14898372233333335,0.002745662089969617,0.148684375,1.0727906666666664,0.15252633333333332,0.1464,0.151866792,6711409
+0.128.0,2024-05-26-05,split_chunks_index_j1,0.005948847,0.00004092648564194069,0.005935625000000001,0.003785333333333333,0.002426666666666667,0.0059161660000000005,0.00599475,166666667
+0.128.0,2024-05-26-05,split_index,0.16406141666666668,0.023000614884896728,0.17153575000000001,1.0704159999999998,0.15431066666666668,0.13825325000000002,0.18239525,6097561
+0.128.0,2024-05-26-05,split_index_j1,1.036935403,0.004239370190573978,1.036155709,0.9312593333333333,0.09473733333333334,1.03314,1.0415105,964320
+0.128.0,2024-05-26-05,split_kbsize,2.2024705,0.006065003492115628,2.199312375,2.0946149999999997,0.098312,2.19863625,2.209462875,454133
+0.128.0,2024-05-26-05,sqlp,0.05119050033333333,0.002053681283871073,0.050087667,0.1574553333333333,0.024189666666666665,0.049923834,0.05356,19607843
+0.128.0,2024-05-26-05,sqlp_aggregations,0.08152393066666667,0.005726868214918721,0.08057787500000001,0.5265636666666667,0.06014933333333333,0.07632900000000001,0.08766491700000001,12195122
+0.128.0,2024-05-26-05,sqlp_aggregations_expensive,0.1437971246666667,0.0022766757014828325,0.143860166,0.8204296666666666,0.08423399999999999,0.141489583,0.146041625,6944444
+0.128.0,2024-05-26-05,sqlp_aggregations_expensive_vs_duckdb,0.21226351400000001,0.009363044023558151,0.21611054200000002,0.8936616666666666,0.06292233333333333,0.20158975,0.21909025000000001,4716981
+0.128.0,2024-05-26-05,sqlp_aggregations_vs_duckdb,0.199001958,0.007151707000124166,0.19633483300000001,0.5980693333333332,0.07603833333333333,0.193567083,0.207103958,5025126
+0.128.0,2024-05-26-05,sqlp_format_arrow,0.05028649966666667,0.0013929988665545745,0.049582916000000005,0.15753366666666666,0.023866666666666665,0.049385625,0.051890958,20000000
+0.128.0,2024-05-26-05,sqlp_format_avro,0.05233226366666666,0.0017705848943739833,0.052588875,0.1594523333333333,0.024694333333333332,0.050447375,0.053960541,19230769
+0.128.0,2024-05-26-05,sqlp_format_json,0.05203268033333333,0.001898260971013822,0.052694042,0.15846666666666664,0.024028333333333336,0.049892208,0.053511791,19230769
+0.128.0,2024-05-26-05,sqlp_format_jsonl,0.049574486333333334,0.0006000209719637609,0.049539375000000004,0.15896766666666665,0.02378133333333333,0.048992792,0.050191292000000005,20000000
+0.128.0,2024-05-26-05,sqlp_format_parquet,0.050484472,0.0026657154480482356,0.049032625,0.15780399999999997,0.024048666666666666,0.048859833000000005,0.053560958000000006,20000000
+0.128.0,2024-05-26-05,sqlp_format_parquet_statistics,0.05104619433333333,0.0011404615160001375,0.051584541000000005,0.15921866666666665,0.025259,0.049736209,0.051817833,19607843
+0.128.0,2024-05-26-05,sqlp_lowmemory,0.03199513866666667,0.00023508641934474634,0.03190325,0.04876433333333333,0.007896333333333333,0.031819875000000004,0.032262291000000005,31250000
+0.128.0,2024-05-26-05,sqlp_nooptimizations,0.049344833000000005,0.000667782040892837,0.049541083,0.15883966666666663,0.024257,0.048600916,0.049892500000000006,20408163
+0.128.0,2024-05-26-05,sqlp_tryparsedates,0.16240775033333332,0.001551666680209498,0.161808584,0.27167433333333335,0.02536933333333333,0.161245,0.16416966700000002,6172840
+0.128.0,2024-05-26-05,sqlp_tryparsedates_inferlen,1.3461880836666669,0.005352509600292444,1.349161209,2.6937806666666666,0.17640566666666668,1.340009,1.3493940420000001,742942
+0.128.0,2024-05-26-05,stats,1.7861149166666668,0.0010542851572075836,1.7860428750000001,2.093288333333333,0.09375800000000001,1.7850985000000001,1.787203375,559910
+0.128.0,2024-05-26-05,stats_create_cache,1.7862609723333334,0.0006798355390108292,1.786425542,2.0942456666666667,0.09571,1.7855139590000002,1.786843416,559910
+0.128.0,2024-05-26-05,stats_everything,3.3133781526666666,0.005597072837367252,3.31151,10.564116666666665,0.4210453333333333,3.308954083,3.319670375,301841
+0.128.0,2024-05-26-05,stats_everything_create_cache,3.305197361333333,0.009324430030312107,3.309352084,10.494430333333334,0.41974666666666666,3.29451775,3.31172225,302572
+0.128.0,2024-05-26-05,stats_everything_index,1.4133828333333334,0.02734756184374123,1.398342667,10.977363000000002,0.6096619999999999,1.396856416,1.4449494170000001,707714
+0.128.0,2024-05-26-05,stats_everything_index_j1,6.716634722333333,0.11030736591947758,6.755924042,6.609528333333333,0.24569799999999997,6.592061625,6.8019185,148876
+0.128.0,2024-05-26-05,stats_everything_index_j1_with_cache,0.005428486,0.00028537351745212803,0.005265583,0.003515666666666667,0.0013386666666666668,0.005261875,0.005758,200000000
+0.128.0,2024-05-26-05,stats_everything_index_with_cache,0.005259861333333333,0.000034863552950514385,0.005245667000000001,0.0034553333333333333,0.0012003333333333334,0.005234334,0.005299583,200000000
+0.128.0,2024-05-26-05,stats_everything_infer_dates,7.237544499999999,0.04994570561353986,7.265086375,14.666865999999999,0.4624273333333333,7.17989125,7.267655875,138160
+0.128.0,2024-05-26-05,stats_everything_infer_dates_index,1.977170444666667,0.021376019371624422,1.976843625,17.724780999999997,0.610767,1.955959709,1.9987080000000002,505817
+0.128.0,2024-05-26-05,stats_everything_infer_dates_index_with_cache,0.005806319666666667,0.00043562873075628694,0.005652459,0.0034893333333333326,0.0014836666666666668,0.0054685,0.006298000000000001,166666667
+0.128.0,2024-05-26-05,stats_everything_j1,10.386830180333334,3.2016526352493657,11.987508708,10.418016999999999,0.41655099999999995,6.70049875,12.472483083,96274
+0.128.0,2024-05-26-05,stats_index,0.20380494433333332,0.001348306477046791,0.203735875,2.0988446666666665,0.05808966666666667,0.20249250000000002,0.20518645800000002,4901961
+0.128.0,2024-05-26-05,stats_index_j1,1.7379556946666668,0.004045512787527191,1.736827667,1.6967823333333332,0.039418666666666664,1.7345939170000002,1.7424455,575374
+0.128.0,2024-05-26-05,stats_index_j1_with_cache,0.005259222333333334,0.000004110118530326409,0.0052571250000000005,0.003389333333333333,0.0012303333333333333,0.005256584,0.005263958,200000000
+0.128.0,2024-05-26-05,stats_index_with_cache,0.005265416333333334,0.00009174920708285881,0.0052709160000000005,0.0033696666666666666,0.0012449999999999998,0.005171041,0.005354292,200000000
+0.128.0,2024-05-26-05,table,7.093546597,0.004767210144784205,7.095701334,6.132780666666666,0.9523313333333334,7.088082416,7.096856041,140964
+0.128.0,2024-05-26-05,to_datapackage,0.697995875,0.007663316560284123,0.697369,2.0481813333333334,0.300149,0.69066525,0.705953375,1432665
+0.128.0,2024-05-26-05,to_parquet,0.005334458333333333,0.0001683007861696828,0.005238417,0.0034000000000000002,0.0012859999999999998,0.005236167,0.005528791,200000000
+0.128.0,2024-05-26-05,to_sqlite,0.7001574023333333,0.0008664353048903344,0.700416416,2.043674333333333,0.300575,0.699191,0.7008647910000001,1428571
+0.128.0,2024-05-26-05,to_xlsx,32.780586611000004,0.09494227789112449,32.732855,31.124103,3.1754029999999998,32.718981333,32.8899235,30505
+0.128.0,2024-05-26-05,tojsonl,11.865806556,0.02246897735893205,11.858568792,19.226698666666667,0.6839476666666666,11.847848459,11.891002417,84274
+0.128.0,2024-05-26-05,tojsonl_index,9.988345375,0.04936770004153138,9.9598975,21.80919033333333,0.803496,9.959788375,10.04535025,100120
+0.128.0,2024-05-26-05,tojsonl_index_j1,18.329297389,0.04188205400158855,18.352928375,17.849371,0.45036033333333325,18.280940292,18.3540235,54558
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+0.128.0,2024-05-26-05,tojsonl_trim_j1,18.018660555666667,0.05222579193596259,18.044974125,17.912608666666667,0.4793913333333333,17.958511959,18.052495583,55497
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+0.128.0,2024-05-26-05,validate_index,1.2662508886666666,0.0020542522879563804,1.266451166,5.853281,0.10829833333333333,1.264103833,1.268197667,789889
+0.128.0,2024-05-26-05,validate_no_schema,0.4995308473333333,0.00025417665273650715,0.499648792,0.45277366666666663,0.039282000000000004,0.499239125,0.499704625,2000000
+0.128.0,2024-05-26-05,validate_no_schema_index,0.49495361100000007,0.0015333274033007469,0.49512,0.4533043333333333,0.039793999999999996,0.49334387500000004,0.49639695800000005,2020202
+0.128.0,2024-05-26-05,validate_valid_output,2.2062143610000002,0.004336108841993519,2.207881417,6.782767,0.14236933333333332,2.201292125,2.209469541,453309
+0.128.0,2024-05-26-05,validate_valid_output_index,2.182132444666667,0.005905957867025125,2.180913667,6.704777333333333,0.144049,2.176930958,2.188552709,458295
diff --git a/scripts/results/latest_run_info.tsv b/scripts/results/latest_run_info.tsv
index 0e5d6c1c8..550118c3e 100644
--- a/scripts/results/latest_run_info.tsv
+++ b/scripts/results/latest_run_info.tsv
@@ -1,2 +1,2 @@
 version	tstamp	logtime	bm_version	platform	cores	mem	binary	kind	argument	total_count	wo_index_count	with_index_count	warmup_runs	benchmark_runs	elapsed_secs	total_mean	qsv_env	version_info
-0.127.0	2024-04-25-08	2024-04-25-08-40-03	4.2.0	aarch64-apple-darwin	12	34359738368	qsv	prebuilt		192	150	42	2	3	3823	755.036	No qsv-relevant environment variables set.	qsv 0.127.0-mimalloc-apply;fetch;foreach;geocode;Luau 0.622;to;polars-0.39.2;self_update-12-12;25.60 GiB-879.94 MiB-22.19 GiB-32.00 GiB (aarch64-apple-darwin compiled with Rust 1.77.2) prebuilt
+0.128.0	2024-05-26-05	2024-05-26-05-52-43	4.3.0	aarch64-apple-darwin	12	34359738368	qsv	prebuilt		198	156	42	2	3	6894	718.123	No qsv-relevant environment variables set.	qsv 0.128.0-mimalloc-apply;fetch;foreach;geocode;Luau 0.625;to;polars-0.40.0;self_update-12-12;25.60 GiB-0 B-21.45 GiB-32.00 GiB (aarch64-apple-darwin compiled with Rust 1.78) prebuilt
diff --git a/scripts/results/run_info_history.tsv b/scripts/results/run_info_history.tsv
index a96c4280e..a0eea1e12 100644
--- a/scripts/results/run_info_history.tsv
+++ b/scripts/results/run_info_history.tsv
@@ -1,4 +1,5 @@
 version	tstamp	logtime	bm_version	platform	cores	mem	binary	kind	argument	total_count	wo_index_count	with_index_count	warmup_runs	benchmark_runs	elapsed_secs	total_mean	qsv_env	version_info
+0.128.0	2024-05-26-05	2024-05-26-05-52-43	4.3.0	aarch64-apple-darwin	12	34359738368	qsv	prebuilt		198	156	42	2	3	6894	718.123	No qsv-relevant environment variables set.	qsv 0.128.0-mimalloc-apply;fetch;foreach;geocode;Luau 0.625;to;polars-0.40.0;self_update-12-12;25.60 GiB-0 B-21.45 GiB-32.00 GiB (aarch64-apple-darwin compiled with Rust 1.78) prebuilt
 0.127.0	2024-04-25-08	2024-04-25-08-40-03	4.2.0	aarch64-apple-darwin	12	34359738368	qsv	prebuilt		192	150	42	2	3	3823	755.036	No qsv-relevant environment variables set.	qsv 0.127.0-mimalloc-apply;fetch;foreach;geocode;Luau 0.622;to;polars-0.39.2;self_update-12-12;25.60 GiB-879.94 MiB-22.19 GiB-32.00 GiB (aarch64-apple-darwin compiled with Rust 1.77.2) prebuilt
 0.126.0	2024-04-22-16	2024-04-22-16-18-35	4.1.0	aarch64-apple-darwin	12	34359738368	qsv	prebuilt		187	147	40	2	3	3465	683.819	No qsv-relevant environment variables set.	qsv 0.126.0-mimalloc-apply;fetch;foreach;geocode;Luau 0.622;to;polars-0.39.2;self_update-12-12;25.60 GiB-0 B-22.86 GiB-32.00 GiB (aarch64-apple-darwin compiled with Rust 1.77.2) prebuilt
 0.126.0	2024-04-22-14	2024-04-22-14-18-52	4.1.0	aarch64-apple-darwin	12	34359738368	qsv	prebuilt	aggregations	4	4	0	2	3	5	0.694	"QSV_LOG_LEVEL: ""debug"""	qsv 0.126.0-mimalloc-apply;fetch;foreach;geocode;Luau 0.622;to;polars-0.39.2;self_update-12-12;25.60 GiB-641.62 MiB-0 B-32.00 GiB (aarch64-apple-darwin compiled with Rust 1.77.2) prebuilt