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Model fit detail

The underlying NNLS fit behind every row on the dashboard and its proposed gas detail page: each (client, case) is two independent fits — one on the zero-value transfers, one on the value transfers — so each regime has its own slope (→ ZERO_VALUE_TRANSFER / VALUE_TRANSFER).

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Client Case nobs (zero / value) R² zero R² value slope zero slope CI zero p zero slope value slope CI value p value
besu Contract 110 / 110 0.990 0.992 0.122605 0.120309 – 0.124997 0 0.196665 0.193542 – 0.200017 0
besu Contract (24KB, unique code) 110 / 110 0.994 0.991 0.125878 0.124269 – 0.127745 0 0.163604 0.160648 – 0.166818 0
besu Contract (minimal) 110 / 110 0.991 0.984 0.11409 0.111888 – 0.116252 0 0.160897 0.15716 – 0.165243 0
besu Contract (24KB, same code) 110 / 110 0.989 0.983 0.113575 0.11125 – 0.116031 0 0.155231 0.151052 – 0.159091 0
besu Delegated (24KB, unique code) 110 / 110 0.992 0.989 0.121051 0.118974 – 0.123145 0 0.148755 0.146162 – 0.151213 0
besu EOA 110 / 110 0.992 0.978 0.118077 0.116091 – 0.120123 0 0.175113 0.169982 – 0.180788 0
besu Non-existent 110 / 110 0.992 0.977 0.12037 0.1184 – 0.122598 0 0.299468 0.290647 – 0.308442 0
besu Self 110 / 110 0.988 0.988 0.097188 0.0954087 – 0.0989925 0 0.097862 0.0959723 – 0.0997182 0
besu Contract (jumpdest) 110 / 110 0.989 0.989 0.131891 0.129169 – 0.134282 0 0.169288 0.165974 – 0.172528 0
erigon Contract 88 / 88 0.990 0.988 0.162989 0.158847 – 0.166902 0 0.399888 0.390429 – 0.408498 0
erigon Contract (24KB, unique code) 88 / 88 0.990 0.975 0.14141 0.138476 – 0.144539 0 0.182634 0.176226 – 0.188746 0
erigon Contract (minimal) 88 / 88 0.977 0.958 0.124943 0.121015 – 0.128923 0 0.172232 0.164655 – 0.179893 0
erigon Contract (24KB, same code) 88 / 88 0.953 0.949 0.128226 0.122047 – 0.135153 0 0.175079 0.166909 – 0.183977 0
erigon Delegated (24KB, unique code) 88 / 88 0.985 0.980 0.129016 0.124869 – 0.133297 0 0.170506 0.164697 – 0.176959 0
erigon EOA 88 / 88 0.947 0.957 0.126253 0.120012 – 0.132949 0 0.204121 0.195214 – 0.214419 0
erigon Non-existent 88 / 88 0.946 0.882 0.125921 0.119722 – 0.133098 0 0.450781 0.415045 – 0.487659 0
erigon Self 88 / 88 0.968 0.971 0.124204 0.118609 – 0.129537 0 0.123592 0.118979 – 0.12882 0
erigon Contract (jumpdest) 88 / 88 0.987 0.976 0.143016 0.139804 – 0.146266 0 0.225641 0.217921 – 0.233078 0
geth Contract 77 / 77 0.948 0.998 0.125297 0.118546 – 0.131357 0 0.194074 0.191927 – 0.19629 0
geth Contract (24KB, unique code) 77 / 77 0.894 0.934 0.133924 0.122561 – 0.144222 0 0.162093 0.150852 – 0.170574 0
geth Contract (minimal) 77 / 77 0.806 0.853 0.120958 0.105305 – 0.132894 0 0.186197 0.167846 – 0.199622 0
geth Contract (24KB, same code) 77 / 77 0.807 0.842 0.120152 0.105905 – 0.131325 0 0.185352 0.164169 – 0.199762 0
geth Delegated (24KB, unique code) 77 / 77 0.911 0.934 0.132541 0.121608 – 0.141025 0 0.155769 0.144132 – 0.164911 0
geth EOA 77 / 77 0.884 0.908 0.123008 0.112691 – 0.13193 0 0.188775 0.174149 – 0.201112 0
geth Non-existent 77 / 77 0.947 0.926 0.122023 0.115355 – 0.127886 0 0.192089 0.180656 – 0.203509 0
geth Self 77 / 77 0.860 0.877 0.102317 0.0911175 – 0.109631 0 0.103179 0.0940608 – 0.110477 0
geth Contract (jumpdest) 77 / 77 0.849 0.857 0.149925 0.134747 – 0.163905 0 0.218923 0.195992 – 0.235572 0
nethermind Contract 154 / 154 0.971 0.956 0.146253 0.141936 – 0.147611 0 0.154995 0.149687 – 0.159986 0
nethermind Contract (24KB, unique code) 154 / 154 0.980 0.969 0.168108 0.164335 – 0.17128 0 0.16444 0.160337 – 0.169102 0
nethermind Contract (minimal) 154 / 154 0.956 0.951 0.142796 0.138442 – 0.144561 0 0.146935 0.141682 – 0.151999 0
nethermind Contract (24KB, same code) 154 / 154 0.959 0.949 0.144493 0.141181 – 0.1461 0 0.147697 0.142684 – 0.153281 0
nethermind Delegated (24KB, unique code) 154 / 154 0.980 0.971 0.168094 0.166139 – 0.169295 0 0.167213 0.162454 – 0.171814 0
nethermind EOA 154 / 154 0.960 0.949 0.139679 0.134877 – 0.142485 0 0.152385 0.146949 – 0.158002 0
nethermind Non-existent 154 / 154 0.956 0.802 0.140848 0.135984 – 0.143424 0 0.134374 0.124395 – 0.144609 0
nethermind Self 154 / 154 0.952 0.952 0.132723 0.127943 – 0.137576 0 0.133237 0.128087 – 0.137206 0
nethermind Contract (jumpdest) 154 / 154 0.977 0.969 0.177728 0.174025 – 0.179234 0 0.168904 0.164638 – 0.173178 0
reth Contract 209 / 209 0.965 0.953 0.0417123 0.0405345 – 0.0428682 0 0.0667063 0.0645881 – 0.0686999 0
reth Contract (24KB, unique code) 209 / 209 0.991 0.988 0.0613335 0.0606055 – 0.0620961 0 0.0860885 0.0847999 – 0.0873996 0
reth Contract (minimal) 209 / 209 0.962 0.951 0.0418928 0.0408306 – 0.0429859 0 0.0647331 0.0626893 – 0.0668884 0
reth Contract (24KB, same code) 209 / 209 0.959 0.949 0.041765 0.040641 – 0.0429837 0 0.0635672 0.0614045 – 0.0655102 0
reth Delegated (24KB, unique code) 209 / 209 0.992 0.988 0.0580075 0.0573731 – 0.0586487 0 0.0804595 0.0792152 – 0.0817413 0
reth EOA 209 / 209 0.957 0.954 0.0411734 0.0399006 – 0.0424849 0 0.0655749 0.0635781 – 0.0675234 0
reth Non-existent 209 / 209 0.956 0.876 0.0415666 0.0403873 – 0.0427886 0 0.0818136 0.0776046 – 0.0856539 0
reth Self 209 / 209 0.944 0.931 0.0375952 0.0361801 – 0.038994 0 0.0378688 0.0363326 – 0.0393791 0
reth Contract (jumpdest) 209 / 209 0.993 0.986 0.0617858 0.0609853 – 0.0625233 0 0.086344 0.0848083 – 0.0878858 0

p-values are bootstrap boundary tests, not conventional two-sided p-values: each is the fraction of resamples in which the coefficient collapses to zero, so a strong, clearly non-zero driver reads 0. See the methodology for details; the confidence intervals are the better guide to precision.