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 | 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.