Viewing run older run · latest of 8

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).

↔ Scroll horizontally to see all columns.

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 55 / 55 0.990 0.992 0.121125 0.117659 – 0.124428 0 0.193739 0.18966 – 0.197449 0
besu Contract (24KB, unique code) 55 / 55 0.991 0.983 0.126371 0.123522 – 0.12972 0 0.162551 0.157118 – 0.170355 0
besu Contract (minimal) 55 / 55 0.993 0.989 0.11428 0.111826 – 0.116995 0 0.15186 0.147184 – 0.156651 0
besu Contract (24KB, same code) 55 / 55 0.991 0.984 0.111431 0.108269 – 0.114754 0 0.161815 0.15751 – 0.166511 0
besu Delegated (24KB, unique code) 55 / 55 0.992 0.991 0.120121 0.117564 – 0.122858 0 0.148865 0.144852 – 0.153445 0
besu EOA 55 / 55 0.993 0.985 0.120801 0.117848 – 0.124139 0 0.174354 0.169045 – 0.179958 0
besu Non-existent 55 / 55 0.990 0.980 0.119535 0.116686 – 0.122618 0 0.300603 0.289947 – 0.312833 0
besu Self 55 / 55 0.987 0.984 0.0958596 0.0929088 – 0.0989299 0 0.0954499 0.0924141 – 0.0988452 0
besu Contract (jumpdest) 55 / 55 0.991 0.985 0.133411 0.130352 – 0.136345 0 0.175203 0.169407 – 0.18209 0
erigon Contract 44 / 44 0.990 0.994 0.150664 0.145848 – 0.155583 0 0.375216 0.36791 – 0.384385 0
erigon Contract (24KB, unique code) 44 / 44 0.987 0.989 0.144159 0.139719 – 0.148878 0 0.191392 0.186351 – 0.198056 0
erigon Contract (minimal) 44 / 44 0.988 0.984 0.127807 0.123103 – 0.131959 0 0.17516 0.168907 – 0.181398 0
erigon Contract (24KB, same code) 44 / 44 0.987 0.992 0.14094 0.13648 – 0.14537 0 0.192514 0.18831 – 0.197411 0
erigon Delegated (24KB, unique code) 44 / 44 0.985 0.983 0.135964 0.130246 – 0.140863 0 0.187118 0.178766 – 0.195574 0
erigon EOA 44 / 44 0.988 0.992 0.137526 0.13246 – 0.1424 0 0.220671 0.213886 – 0.22834 0
erigon Non-existent 44 / 44 0.991 0.996 0.134412 0.130626 – 0.138308 0 0.53622 0.52318 – 0.547888 0
erigon Self 44 / 44 0.991 0.991 0.129526 0.125407 – 0.133105 0 0.127272 0.123464 – 0.130859 0
erigon Contract (jumpdest) 44 / 44 0.992 0.992 0.145401 0.141643 – 0.148987 0 0.232798 0.227363 – 0.238782 0
geth Contract 77 / 77 0.980 0.990 0.0983182 0.0951539 – 0.101775 0 0.179602 0.175231 – 0.183839 0
geth Contract (24KB, unique code) 77 / 77 0.982 0.978 0.0962805 0.0933928 – 0.0996534 0 0.122704 0.117949 – 0.128065 0
geth Contract (minimal) 77 / 77 0.969 0.980 0.0758971 0.0728005 – 0.0793837 0 0.11979 0.115944 – 0.12366 0
geth Contract (24KB, same code) 77 / 77 0.971 0.982 0.0753447 0.0724347 – 0.0784564 0 0.118386 0.114634 – 0.121895 0
geth Delegated (24KB, unique code) 77 / 77 0.958 0.967 0.0916327 0.0872255 – 0.0964079 0 0.114928 0.109061 – 0.120258 0
geth EOA 77 / 77 0.983 0.987 0.0845165 0.082237 – 0.0866565 0 0.137111 0.133151 – 0.141007 0
geth Non-existent 77 / 77 0.985 0.876 0.0953168 0.0927694 – 0.0980677 0 0.190467 0.176662 – 0.204465 0
geth Self 77 / 77 0.973 0.972 0.0675234 0.0652134 – 0.0697765 0 0.068828 0.0664957 – 0.071353 0
geth Contract (jumpdest) 77 / 77 0.982 0.990 0.10227 0.0991063 – 0.105408 0 0.150833 0.146885 – 0.154968 0
nethermind Contract 66 / 66 0.970 0.964 0.144562 0.142323 – 0.146551 0 0.152784 0.146912 – 0.159822 0
nethermind Contract (24KB, unique code) 66 / 66 0.982 0.970 0.166427 0.16113 – 0.171278 0 0.166948 0.160591 – 0.173634 0
nethermind Contract (minimal) 66 / 66 0.958 0.965 0.143122 0.137822 – 0.145574 0 0.149252 0.142222 – 0.157196 0
nethermind Contract (24KB, same code) 66 / 66 0.965 0.950 0.139884 0.136196 – 0.141885 0 0.141631 0.13415 – 0.150263 0
nethermind Delegated (24KB, unique code) 66 / 66 0.969 0.970 0.162162 0.154936 – 0.168215 0 0.174645 0.167865 – 0.182175 0
nethermind EOA 66 / 66 0.970 0.930 0.139599 0.134052 – 0.141637 0 0.13865 0.130469 – 0.146892 0
nethermind Non-existent 66 / 66 0.923 0.897 0.133975 0.126167 – 0.141556 0 0.146864 0.132881 – 0.16117 0
nethermind Self 66 / 66 0.954 0.964 0.131301 0.124933 – 0.137794 0 0.121152 0.115468 – 0.12642 0
nethermind Contract (jumpdest) 66 / 66 0.979 0.971 0.175142 0.168788 – 0.177543 0 0.171545 0.165216 – 0.17823 0
reth Contract 44 / 44 0.973 0.965 0.0405424 0.0384817 – 0.0429895 0 0.0637428 0.0602745 – 0.0674227 0
reth Contract (24KB, unique code) 44 / 44 0.994 0.991 0.0594668 0.0582055 – 0.0609183 0 0.0838353 0.0817118 – 0.0861629 0
reth Contract (minimal) 44 / 44 0.972 0.959 0.042367 0.0402986 – 0.0443995 0 0.0647047 0.0605663 – 0.0692823 0
reth Contract (24KB, same code) 44 / 44 0.974 0.958 0.0394036 0.037927 – 0.0410193 0 0.0638977 0.0591032 – 0.0682124 0
reth Delegated (24KB, unique code) 44 / 44 0.993 0.996 0.0558958 0.0544695 – 0.0573189 0 0.078411 0.0770899 – 0.0800253 0
reth EOA 44 / 44 0.977 0.960 0.0396179 0.0374636 – 0.0422845 0 0.0608154 0.0569913 – 0.0646883 0
reth Non-existent 44 / 44 0.965 0.874 0.0382777 0.0368035 – 0.0402535 0 0.0862206 0.0741676 – 0.0983525 0
reth Self 44 / 44 0.954 0.933 0.039539 0.0365439 – 0.0422755 0 0.0366305 0.0335619 – 0.0396381 0
reth Contract (jumpdest) 44 / 44 0.996 0.991 0.0602558 0.0590949 – 0.0614508 0 0.0831317 0.0808265 – 0.0859576 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.