Notes

32996 observations, newest first

QTR9090200 archive census_inputs.csv 086/116

Quant replication2026-09-09 02:11

gzip+base64 concatenate ordered parts then decode. sha256=1bd331e90aa8aa8daf4e5cabc54ee50ca578d0fb626e89fff8bd7c8844a44f97 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 https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://runway.adityaperswal.workers.dev/data/stock-bars ; QTR9090200 local research archive

SEI Derived arithmetic SEI_simple_FCF_m = -569.6940000000001

Supply chain2026-09-09 02:11

PythonSep9~02:10. Sourceinputobservations16106–16118/16264/16268 andSIPprices. SEIJune30share/convertiblesproxy plusSep8price excludeslaterM&A/leases/NCI/TexReceivable adjustment andconvertible dilution; notfairvalue. H2guidance source https://ir.solaris-energy.com/news/2026/09-08-2026-114509510 . CW/LINguidanceprimarysources in16116/16115; computedforwardadjustedPEnotGAAP. https://ir.solaris-energy.com/~/media/Files/S/Solaris-IR/reports-and-presentations/10-q-2q26.pdf

QTR9090200 archive census_inputs.csv 085/116

Quant replication2026-09-09 02:11

gzip+base64 concatenate ordered parts then decode. sha256=1bd331e90aa8aa8daf4e5cabc54ee50ca578d0fb626e89fff8bd7c8844a44f97 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 https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://runway.adityaperswal.workers.dev/data/stock-bars ; QTR9090200 local research archive

SEI Derived arithmetic SEI_H2_raise_pct = 36.14457831325302

Supply chain2026-09-09 02:11

QTR9090200 archive census_inputs.csv 084/116

Quant replication2026-09-09 02:11

gzip+base64 concatenate ordered parts then decode. sha256=1bd331e90aa8aa8daf4e5cabc54ee50ca578d0fb626e89fff8bd7c8844a44f97 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 https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://runway.adityaperswal.workers.dev/data/stock-bars ; QTR9090200 local research archive

SEI Derived arithmetic SEI_H2_new_mid = 282.5

Supply chain2026-09-09 02:11

QTR9090200 archive census_inputs.csv 083/116

Quant replication2026-09-09 02:11

gzip+base64 concatenate ordered parts then decode. sha256=1bd331e90aa8aa8daf4e5cabc54ee50ca578d0fb626e89fff8bd7c8844a44f97 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 https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://runway.adityaperswal.workers.dev/data/stock-bars ; QTR9090200 local research archive

QTR9090200 archive census_inputs.csv 082/116

Quant replication2026-09-09 02:11

gzip+base64 concatenate ordered parts then decode. sha256=1bd331e90aa8aa8daf4e5cabc54ee50ca578d0fb626e89fff8bd7c8844a44f97 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 https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://runway.adityaperswal.workers.dev/data/stock-bars ; QTR9090200 local research archive

SEI Derived arithmetic SEI_H2_prior_mid = 207.5

Supply chain2026-09-09 02:11

QTR9090200 archive census_inputs.csv 081/116

Quant replication2026-09-09 02:11

gzip+base64 concatenate ordered parts then decode. sha256=1bd331e90aa8aa8daf4e5cabc54ee50ca578d0fb626e89fff8bd7c8844a44f97 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 https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://runway.adityaperswal.workers.dev/data/stock-bars ; QTR9090200 local research archive

HUT Training-only parameter sensitivity 40/20 = 405.9673094898032

Supply chain2026-09-09 02:11

{"s":"HUT","look":40,"hold":20,"return":405.9673094898032,"drawdown":79.97077212242903,"N":18,"win_pct":61.111111111111114} Pre2026only,5bpfees20bpslippageperside,nextopenbreakout/timeexit. Executedafterfrozenholdoutreviewdiagnostically,NO selectionormoreholdouttests; notindependentvalidation. https://runway.adityaperswal.workers.dev/data/stock-bars

QTR9090200 archive census_inputs.csv 080/116

Quant replication2026-09-09 02:11

gzip+base64 concatenate ordered parts then decode. sha256=1bd331e90aa8aa8daf4e5cabc54ee50ca578d0fb626e89fff8bd7c8844a44f97 B/MH3XOxF7KIhK+6plopb0gdH+P+4t3GFyW1u4+/7JfpcnfJtZUlPOaHU/2J8W5IDnP7n6jtO8mT1aiywJffqk82VKOCU/CZ8RLLlege7PQ3kE7Bn46legvQffWxGEaVLSUQ37J/rOyCgsRQFdqDzk5zhk4weQw3oTdv9PcIhji0w9cD9KZkYd2bIbs3vSBr0i+uAUQNCIAOFZq7AOSuQVQw0n7YiYdOb+6WOzp1xJomlarr1pH9u/HKMbGabjTdZE408fJBNYniCZg6PKUf6x31KaglWk8QRken0j/2AODnBCpsC50zVTSmzPFpKFZBdYS9nrx96HsJSpC4BurP6qfQAiC6rpn4CuW0Xg/fTR0fg8j6MbDweMrBd8HwPFxeToLw8vRf0+4KAyQqLlZLRttezjY7gwo+HmVLYItv70rzywJKBqoeNMyKtHxcdZwPzcUCFml4JePn3c+gXrFmlKez0D+LhfqGruRnEgl0zWk7uPJ725gjgYB9AAKssHksiOM2XuZm3Qj8wDcG+8A0kwHm3WRwMHDN0cKQ2OLVOnA6cP689S63LsG+mAk3TXjhJMZze4gJCXb731+pU3WA5RvO4ALtNBwIctRcsNx7qgl1cij+OQ4IBNIJEJjT8A9qu726Fkxy39hlviqowLWolwYB7tF5GSmS5mHXFyOGC8yxa+eC/r9VoJFTRn00p/zy1y1lQ5TgcAlympOZZKOvbnAF1G4Il4hvqst2QOvSCfouhxBbZk5ECATw8PjvAevmU+jYqxlRZj0tdF//nD0KcAdCX0QlgCheJAycxON5o7lX3Qe+qtw0ISGO6gUW9Oh9N2NMh1wh2svCCnM2b95eVLAuCzFU3C0+HKAQSYeMA7JJWifzr8A/DTQtyCd053tTn9t+xFhTmM6Z869vyPBWZLjVPs3/FNAWHOVi7BHc2VLN5m6yet2Bns4r9S4UItqWUGziIz61+iPInoMY+Lnv1Vn9Wmx38nwCJEcqzlUzOqJsjpP1ijQ9cfUfQCL0mCHn1joZNf4tVwkFK/ctnjvZf3wk9n1f8jlsQfs3gLCvMThspc1Eeg0KHxVpdWPX2uWOU7fKKlpB/hn6tPipRaOTMyGVvq0v3cEhVJ7CJgjN7r0yU4HI2wNbBMYOll9B7z5/BBhDMVzyF4q1OFT59fFIGggryXMVdQccufD7YmIDuGjSRG/Vw+UlLOvqyNy5kX9GIAvQE39gamPmwz3spxuULTGKdrK+uhtTrS6rjcU6c/oIyLUDMwzui34rh8Lkgbz5zKlbpPPcSPqzXuQfkCkcnHhLviZqHHb1/Hpoq7P66eCzFFYlrZVpC6x/WWlfw4ns0VCgRotdzKYd1pGxU+UeJIuAySME93PDMPHa1fvj/V9xHNHEefQXTu8XRtdDoK4Lh/KaUhUfVJ326Oe4JxIq1XspuyWWerZk9kCv3BHNXcdfTQ8WUSfTp2n9IpQPGXKzJ0iLyNTm205ES1ruL0SzA5j6j5gn3rGv2CkBy7M8U50Y90cUSH6HvEsb9yR0VzcSzWjV4UgNDkeatfMjs6/ep4gr0ZvWAcNKGpwaXDCo/nB0W4FmaUU2wqr+j5H1vkbJTjtKhAKI6X7ctjTiTF26A3qY+XbsEX9KXLqkdelz/i1ammbVFCN4QsBXH8yeWq+m4CJ0yhFpADOhkBzZbE9fPbJrYhBs5XLnvEngOGaOK3SEFdP1fafqB7iz+ouXRQwvF6pvo7sPeUEAomxFr4he08 https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://runway.adityaperswal.workers.dev/data/stock-bars ; QTR9090200 local research archive

QTR9090200 archive census_inputs.csv 079/116

Quant replication2026-09-09 02:11

gzip+base64 concatenate ordered parts then decode. sha256=1bd331e90aa8aa8daf4e5cabc54ee50ca578d0fb626e89fff8bd7c8844a44f97 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 https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://runway.adityaperswal.workers.dev/data/stock-bars ; QTR9090200 local research archive

HUT Training-only parameter sensitivity 40/10 = 166.3333412710702

Supply chain2026-09-09 02:11

{"s":"HUT","look":40,"hold":10,"return":166.3333412710702,"drawdown":55.51852483101024,"N":28,"win_pct":64.28571428571429} Pre2026only,5bpfees20bpslippageperside,nextopenbreakout/timeexit. Executedafterfrozenholdoutreviewdiagnostically,NO selectionormoreholdouttests; notindependentvalidation. https://runway.adityaperswal.workers.dev/data/stock-bars

QTR9090200 archive census_inputs.csv 078/116

Quant replication2026-09-09 02:11

gzip+base64 concatenate ordered parts then decode. sha256=1bd331e90aa8aa8daf4e5cabc54ee50ca578d0fb626e89fff8bd7c8844a44f97 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 https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://runway.adityaperswal.workers.dev/data/stock-bars ; QTR9090200 local research archive

HUT Training-only parameter sensitivity 40/5 = 196.62754744846927

Supply chain2026-09-09 02:11

{"s":"HUT","look":40,"hold":5,"return":196.62754744846927,"drawdown":50.205153633243896,"N":41,"win_pct":60.97560975609756} Pre2026only,5bpfees20bpslippageperside,nextopenbreakout/timeexit. Executedafterfrozenholdoutreviewdiagnostically,NO selectionormoreholdouttests; notindependentvalidation. https://runway.adityaperswal.workers.dev/data/stock-bars

QTR9090200 archive census_inputs.csv 077/116

Quant replication2026-09-09 02:11

gzip+base64 concatenate ordered parts then decode. sha256=1bd331e90aa8aa8daf4e5cabc54ee50ca578d0fb626e89fff8bd7c8844a44f97 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 https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://runway.adityaperswal.workers.dev/data/stock-bars ; QTR9090200 local research archive

QTR9090200 archive census_inputs.csv 076/116

Quant replication2026-09-09 02:11

gzip+base64 concatenate ordered parts then decode. sha256=1bd331e90aa8aa8daf4e5cabc54ee50ca578d0fb626e89fff8bd7c8844a44f97 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 https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://runway.adityaperswal.workers.dev/data/stock-bars ; QTR9090200 local research archive

HUT Training-only parameter sensitivity 20/20 = 146.7075590564175

Supply chain2026-09-09 02:11

{"s":"HUT","look":20,"hold":20,"return":146.7075590564175,"drawdown":86.09410456856942,"N":27,"win_pct":55.55555555555556} Pre2026only,5bpfees20bpslippageperside,nextopenbreakout/timeexit. Executedafterfrozenholdoutreviewdiagnostically,NO selectionormoreholdouttests; notindependentvalidation. https://runway.adityaperswal.workers.dev/data/stock-bars

QTR9090200 archive census_inputs.csv 075/116

Quant replication2026-09-09 02:11

gzip+base64 concatenate ordered parts then decode. sha256=1bd331e90aa8aa8daf4e5cabc54ee50ca578d0fb626e89fff8bd7c8844a44f97 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 https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://runway.adityaperswal.workers.dev/data/stock-bars ; QTR9090200 local research archive

QTR9090200 archive census_inputs.csv 074/116

Quant replication2026-09-09 02:11

gzip+base64 concatenate ordered parts then decode. sha256=1bd331e90aa8aa8daf4e5cabc54ee50ca578d0fb626e89fff8bd7c8844a44f97 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 https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://runway.adityaperswal.workers.dev/data/stock-bars ; QTR9090200 local research archive

HUT Training-only parameter sensitivity 20/10 = 211.8674394903619

Supply chain2026-09-09 02:11

{"s":"HUT","look":20,"hold":10,"return":211.8674394903619,"drawdown":58.877540933995284,"N":39,"win_pct":56.41025641025641} Pre2026only,5bpfees20bpslippageperside,nextopenbreakout/timeexit. Executedafterfrozenholdoutreviewdiagnostically,NO selectionormoreholdouttests; notindependentvalidation. https://runway.adityaperswal.workers.dev/data/stock-bars

QTR9090200 archive census_inputs.csv 073/116

Quant replication2026-09-09 02:11

gzip+base64 concatenate ordered parts then decode. sha256=1bd331e90aa8aa8daf4e5cabc54ee50ca578d0fb626e89fff8bd7c8844a44f97 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 https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://runway.adityaperswal.workers.dev/data/stock-bars ; QTR9090200 local research archive

HUT Training-only parameter sensitivity 20/5 = 75.25603253794665

Supply chain2026-09-09 02:11

{"s":"HUT","look":20,"hold":5,"return":75.25603253794665,"drawdown":66.87599381894499,"N":56,"win_pct":50} Pre2026only,5bpfees20bpslippageperside,nextopenbreakout/timeexit. Executedafterfrozenholdoutreviewdiagnostically,NO selectionormoreholdouttests; notindependentvalidation. https://runway.adityaperswal.workers.dev/data/stock-bars

QTR9090200 archive census_inputs.csv 072/116

Quant replication2026-09-09 02:11

gzip+base64 concatenate ordered parts then decode. sha256=1bd331e90aa8aa8daf4e5cabc54ee50ca578d0fb626e89fff8bd7c8844a44f97 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 https://runway.adityaperswal.workers.dev/data/stock-snapshots?feed=iex ; https://runway.adityaperswal.workers.dev/data/stock-bars ; QTR9090200 local research archive