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 · 24KiB | 220 / 220 | 0.973 | 0.967 | 0.141362 | 0.138265 – 0.144248 | 0 | 0.226863 | 0.221138 – 0.232185 | 0 |
| besu | Contract · 64KiB | 220 / 220 | 0.971 | 0.968 | 0.145182 | 0.141558 – 0.148672 | 0 | 0.231499 | 0.225577 – 0.237569 | 0 |
| besu | Contract (max code, unique) · 24KiB | 220 / 220 | 0.963 | 0.973 | 0.15468 | 0.150798 – 0.158547 | 0 | 0.202143 | 0.197778 – 0.206183 | 0 |
| besu | Contract (max code, unique) · 64KiB | 220 / 220 | 0.963 | 0.975 | 0.155396 | 0.151398 – 0.159351 | 0 | 0.227711 | 0.223057 – 0.232514 | 0 |
| besu | Contract (minimal) · 24KiB | 220 / 220 | 0.966 | 0.964 | 0.1333 | 0.130194 – 0.136567 | 0 | 0.200003 | 0.194984 – 0.20492 | 0 |
| besu | Contract (minimal) · 64KiB | 220 / 220 | 0.969 | 0.967 | 0.134475 | 0.131223 – 0.137654 | 0 | 0.200768 | 0.195786 – 0.205716 | 0 |
| besu | Contract (max code, same) · 24KiB | 220 / 220 | 0.963 | 0.967 | 0.131666 | 0.128194 – 0.13514 | 0 | 0.202137 | 0.197261 – 0.206849 | 0 |
| besu | Contract (max code, same) · 64KiB | 220 / 220 | 0.967 | 0.969 | 0.131776 | 0.128491 – 0.13488 | 0 | 0.199758 | 0.194431 – 0.204464 | 0 |
| besu | Delegated (max code, unique) · 24KiB | 220 / 220 | 0.951 | 0.967 | 0.14815 | 0.143095 – 0.152677 | 0 | 0.208075 | 0.2031 – 0.213253 | 0 |
| besu | Delegated (max code, unique) · 64KiB | 220 / 220 | 0.982 | 0.981 | 0.144501 | 0.142019 – 0.14713 | 0 | 0.201332 | 0.197631 – 0.205224 | 0 |
| besu | EOA | 440 / 440 | 0.966 | 0.965 | 0.130033 | 0.12776 – 0.132407 | 0 | 0.207999 | 0.204334 – 0.211993 | 0 |
| besu | Non-existent | 440 / 440 | 0.964 | 0.949 | 0.129831 | 0.127374 – 0.132223 | 0 | 0.405742 | 0.397008 – 0.414916 | 0 |
| besu | Self | 440 / 440 | 0.970 | 0.968 | 0.120785 | 0.118794 – 0.122857 | 0 | 0.12143 | 0.11928 – 0.123484 | 0 |
| besu | Contract (jumpdest) · 24KiB | 220 / 220 | 0.961 | 0.974 | 0.166009 | 0.16177 – 0.170214 | 0 | 0.214275 | 0.209464 – 0.218916 | 0 |
| besu | Contract (jumpdest) · 64KiB | 220 / 220 | 0.900 | 0.917 | 0.174743 | 0.167425 – 0.181852 | 0 | 0.244578 | 0.234951 – 0.255212 | 0 |
| erigon | Contract · 24KiB | 231 / 231 | 0.996 | 0.998 | 0.176505 | 0.175151 – 0.177908 | 0 | 0.37821 | 0.37605 – 0.380246 | 0 |
| erigon | Contract · 64KiB | 231 / 231 | 0.996 | 0.998 | 0.176289 | 0.174825 – 0.177793 | 0 | 0.377394 | 0.375181 – 0.379687 | 0 |
| erigon | Contract (max code, unique) · 24KiB | 231 / 231 | 0.996 | 0.994 | 0.140976 | 0.139911 – 0.142059 | 0 | 0.217556 | 0.215264 – 0.21982 | 0 |
| erigon | Contract (max code, unique) · 64KiB | 231 / 231 | 0.996 | 0.994 | 0.145807 | 0.144739 – 0.146851 | 0 | 0.225899 | 0.223537 – 0.228171 | 0 |
| erigon | Contract (minimal) · 24KiB | 231 / 231 | 0.996 | 0.994 | 0.133447 | 0.132336 – 0.134537 | 0 | 0.202834 | 0.201028 – 0.204721 | 0 |
| erigon | Contract (minimal) · 64KiB | 231 / 231 | 0.995 | 0.994 | 0.133257 | 0.132176 – 0.134373 | 0 | 0.203066 | 0.201183 – 0.204898 | 0 |
| erigon | Contract (max code, same) · 24KiB | 231 / 231 | 0.996 | 0.995 | 0.131418 | 0.130477 – 0.132554 | 0 | 0.21284 | 0.211074 – 0.214584 | 0 |
| erigon | Contract (max code, same) · 64KiB | 231 / 231 | 0.995 | 0.995 | 0.132925 | 0.131882 – 0.133974 | 0 | 0.205582 | 0.203652 – 0.207537 | 0 |
| erigon | Delegated (max code, unique) · 24KiB | 231 / 231 | 0.997 | 0.997 | 0.11817 | 0.117287 – 0.11917 | 0 | 0.186152 | 0.185133 – 0.187175 | 0 |
| erigon | Delegated (max code, unique) · 64KiB | 231 / 231 | 0.995 | 0.995 | 0.12457 | 0.123445 – 0.125964 | 0 | 0.15858 | 0.15751 – 0.159673 | 0 |
| erigon | EOA | 462 / 462 | 0.996 | 0.994 | 0.132023 | 0.131265 – 0.132821 | 0 | 0.203361 | 0.201807 – 0.204779 | 0 |
| erigon | Non-existent | 462 / 462 | 0.996 | 0.995 | 0.131431 | 0.130702 – 0.13217 | 0 | 0.306963 | 0.304787 – 0.308894 | 0 |
| erigon | Self | 462 / 462 | 0.997 | 0.997 | 0.130996 | 0.130383 – 0.13158 | 0 | 0.130919 | 0.130345 – 0.131479 | 0 |
| erigon | Contract (jumpdest) · 24KiB | 231 / 231 | 0.997 | 0.995 | 0.138518 | 0.137565 – 0.139525 | 0 | 0.224507 | 0.222548 – 0.226489 | 0 |
| erigon | Contract (jumpdest) · 64KiB | 231 / 231 | 0.996 | 0.993 | 0.146353 | 0.145114 – 0.147714 | 0 | 0.210638 | 0.208615 – 0.212712 | 0 |
| ethrex | Contract · 24KiB | 165 / 165 | 0.876 | 0.951 | 0.061358 | 0.0575808 – 0.0636826 | 0 | 0.0873518 | 0.0843256 – 0.0888174 | 0 |
| ethrex | Contract · 64KiB | 165 / 165 | 0.872 | 0.953 | 0.062051 | 0.0582798 – 0.0642696 | 0 | 0.0876086 | 0.0848399 – 0.0889731 | 0 |
| ethrex | Contract (max code, unique) · 24KiB | 165 / 165 | 0.964 | 0.963 | 0.0569257 | 0.0552245 – 0.0585517 | 0 | 0.0790914 | 0.0767428 – 0.0815117 | 0 |
| ethrex | Contract (max code, unique) · 64KiB | 165 / 165 | 0.962 | 0.960 | 0.06149 | 0.0595998 – 0.063272 | 0 | 0.0821986 | 0.0798439 – 0.0846418 | 0 |
| ethrex | Contract (minimal) · 24KiB | 165 / 165 | 0.944 | 0.944 | 0.0486627 | 0.0469124 – 0.0500864 | 0 | 0.068253 | 0.0660461 – 0.070463 | 0 |
| ethrex | Contract (minimal) · 64KiB | 165 / 165 | 0.950 | 0.940 | 0.0485801 | 0.0468734 – 0.0500102 | 0 | 0.0681115 | 0.0656676 – 0.070499 | 0 |
| ethrex | Contract (max code, same) · 24KiB | 165 / 165 | 0.944 | 0.948 | 0.0490869 | 0.0472918 – 0.0503531 | 0 | 0.0681673 | 0.0658145 – 0.0704835 | 0 |
| ethrex | Contract (max code, same) · 64KiB | 165 / 165 | 0.947 | 0.942 | 0.0484964 | 0.0466032 – 0.0500366 | 0 | 0.0687286 | 0.0664097 – 0.0708548 | 0 |
| ethrex | Delegated (max code, unique) · 24KiB | 165 / 165 | 0.952 | 0.952 | 0.0479483 | 0.0462134 – 0.0496621 | 0 | 0.0740008 | 0.0715074 – 0.0765919 | 0 |
| ethrex | Delegated (max code, unique) · 64KiB | 165 / 165 | 0.956 | 0.954 | 0.0541525 | 0.0521396 – 0.0560613 | 0 | 0.0777876 | 0.0752286 – 0.0793932 | 0 |
| ethrex | EOA | 330 / 330 | 0.864 | 0.948 | 0.0607635 | 0.0582317 – 0.0630764 | 0 | 0.0869166 | 0.0848219 – 0.0880873 | 0 |
| ethrex | Non-existent | 330 / 330 | 0.948 | 0.834 | 0.0485826 | 0.0476143 – 0.0490488 | 0 | 0.0732464 | 0.0699248 – 0.0766293 | 0 |
| ethrex | Self | 330 / 330 | 0.955 | 0.958 | 0.0460414 | 0.0448875 – 0.0465357 | 0 | 0.0459753 | 0.0449855 – 0.0464315 | 0 |
| ethrex | Contract (jumpdest) · 24KiB | 165 / 165 | 0.946 | 0.975 | 0.104347 | 0.100453 – 0.108229 | 0 | 0.129572 | 0.12647 – 0.132208 | 0 |
| ethrex | Contract (jumpdest) · 64KiB | 165 / 165 | 0.961 | 0.953 | 0.061466 | 0.0594294 – 0.0634454 | 0 | 0.0807895 | 0.0783486 – 0.083474 | 0 |
| geth | Contract · 24KiB | 286 / 286 | 0.995 | 0.995 | 0.14939 | 0.148171 – 0.150596 | 0 | 0.230308 | 0.228168 – 0.232085 | 0 |
| geth | Contract · 64KiB | 286 / 286 | 0.994 | 0.996 | 0.14994 | 0.148708 – 0.151235 | 0 | 0.229852 | 0.228121 – 0.231671 | 0 |
| geth | Contract (max code, unique) · 24KiB | 286 / 286 | 0.996 | 0.997 | 0.185074 | 0.183575 – 0.186474 | 0 | 0.270001 | 0.268128 – 0.271821 | 0 |
| geth | Contract (max code, unique) · 64KiB | 286 / 286 | 0.997 | 0.997 | 0.213846 | 0.21256 – 0.21516 | 0 | 0.295519 | 0.293861 – 0.297131 | 0 |
| geth | Contract (minimal) · 24KiB | 286 / 286 | 0.995 | 0.996 | 0.149559 | 0.148438 – 0.150654 | 0 | 0.229146 | 0.227507 – 0.230734 | 0 |
| geth | Contract (minimal) · 64KiB | 286 / 286 | 0.996 | 0.995 | 0.150137 | 0.149146 – 0.151141 | 0 | 0.229877 | 0.22815 – 0.231719 | 0 |
| geth | Contract (max code, same) · 24KiB | 286 / 286 | 0.996 | 0.996 | 0.149737 | 0.148591 – 0.150889 | 0 | 0.229654 | 0.228002 – 0.231338 | 0 |
| geth | Contract (max code, same) · 64KiB | 286 / 286 | 0.995 | 0.996 | 0.14957 | 0.148453 – 0.1507 | 0 | 0.230447 | 0.228946 – 0.231983 | 0 |
| geth | Delegated (max code, unique) · 24KiB | 286 / 286 | 0.996 | 0.996 | 0.194444 | 0.193166 – 0.195668 | 0 | 0.277477 | 0.275591 – 0.279455 | 0 |
| geth | Delegated (max code, unique) · 64KiB | 286 / 286 | 0.998 | 0.996 | 0.205476 | 0.204217 – 0.206786 | 0 | 0.236419 | 0.2347 – 0.238037 | 0 |
| geth | EOA | 572 / 572 | 0.995 | 0.997 | 0.149523 | 0.148717 – 0.150397 | 0 | 0.230279 | 0.229109 – 0.231354 | 0 |
| geth | Non-existent | 572 / 572 | 0.995 | 0.933 | 0.148912 | 0.148105 – 0.149724 | 0 | 0.223727 | 0.218226 – 0.22891 | 0 |
| geth | Self | 572 / 572 | 0.995 | 0.996 | 0.125743 | 0.125103 – 0.126461 | 0 | 0.125803 | 0.125163 – 0.126407 | 0 |
| geth | Contract (jumpdest) · 24KiB | 286 / 286 | 0.997 | 0.997 | 0.192255 | 0.190955 – 0.193521 | 0 | 0.275028 | 0.273398 – 0.276693 | 0 |
| geth | Contract (jumpdest) · 64KiB | 286 / 286 | 0.998 | 0.997 | 0.211792 | 0.210733 – 0.212932 | 0 | 0.241221 | 0.23956 – 0.242969 | 0 |
| nethermind | Contract · 24KiB | 209 / 209 | 0.752 | 0.705 | 0.0836451 | 0.0770954 – 0.0900325 | 0 | 0.135075 | 0.123164 – 0.14645 | 0 |
| nethermind | Contract · 64KiB | 209 / 209 | 0.747 | 0.717 | 0.0840471 | 0.0775052 – 0.090299 | 0 | 0.135256 | 0.123387 – 0.146912 | 0 |
| nethermind | Contract (max code, unique) · 24KiB | 209 / 209 | 0.778 | 0.718 | 0.112126 | 0.104504 – 0.120617 | 0 | 0.156873 | 0.143907 – 0.169683 | 0 |
| nethermind | Contract (max code, unique) · 64KiB | 209 / 209 | 0.838 | 0.769 | 0.128267 | 0.121137 – 0.13651 | 0 | 0.1663 | 0.153933 – 0.177874 | 0 |
| nethermind | Contract (minimal) · 24KiB | 209 / 209 | 0.724 | 0.692 | 0.0808939 | 0.0741772 – 0.0874667 | 0 | 0.12279 | 0.111074 – 0.133638 | 0 |
| nethermind | Contract (minimal) · 64KiB | 209 / 209 | 0.723 | 0.701 | 0.081288 | 0.0742868 – 0.0888596 | 0 | 0.123877 | 0.112521 – 0.134681 | 0 |
| nethermind | Contract (max code, same) · 24KiB | 209 / 209 | 0.712 | 0.708 | 0.0790427 | 0.0726607 – 0.0856732 | 0 | 0.120885 | 0.110855 – 0.13117 | 0 |
| nethermind | Contract (max code, same) · 64KiB | 209 / 209 | 0.716 | 0.701 | 0.0789082 | 0.0727562 – 0.0858428 | 0 | 0.126282 | 0.114019 – 0.137567 | 0 |
| nethermind | Delegated (max code, unique) · 24KiB | 209 / 209 | 0.820 | 0.741 | 0.115681 | 0.108425 – 0.123074 | 0 | 0.159093 | 0.146004 – 0.173032 | 0 |
| nethermind | Delegated (max code, unique) · 64KiB | 209 / 209 | 0.834 | 0.821 | 0.126812 | 0.118525 – 0.134234 | 0 | 0.149929 | 0.139815 – 0.159982 | 0 |
| nethermind | EOA | 418 / 418 | 0.730 | 0.677 | 0.0813868 | 0.0764688 – 0.0865455 | 0 | 0.122747 | 0.113576 – 0.132209 | 0 |
| nethermind | Non-existent | 418 / 418 | 0.727 | 0.592 | 0.0791993 | 0.074723 – 0.0841975 | 0 | 0.170198 | 0.156082 – 0.184187 | 0 |
| nethermind | Self | 418 / 418 | 0.716 | 0.710 | 0.0732361 | 0.068696 – 0.0774521 | 0 | 0.0731425 | 0.0687805 – 0.0774737 | 0 |
| nethermind | Contract (jumpdest) · 24KiB | 209 / 209 | 0.792 | 0.726 | 0.120628 | 0.112489 – 0.128715 | 0 | 0.162282 | 0.14956 – 0.175686 | 0 |
| nethermind | Contract (jumpdest) · 64KiB | 209 / 209 | 0.853 | 0.795 | 0.132007 | 0.125132 – 0.139028 | 0 | 0.164031 | 0.152859 – 0.17475 | 0 |
| reth | Contract · 24KiB | 209 / 209 | 0.883 | 0.859 | 0.059278 | 0.0561932 – 0.0628056 | 0 | 0.0998062 | 0.0936961 – 0.106247 | 0 |
| reth | Contract · 64KiB | 209 / 209 | 0.900 | 0.868 | 0.0590389 | 0.0565651 – 0.0616665 | 0 | 0.0944944 | 0.0891802 – 0.100308 | 0 |
| reth | Contract (max code, unique) · 24KiB | 209 / 209 | 0.953 | 0.912 | 0.084324 | 0.0817637 – 0.087257 | 0 | 0.116749 | 0.111183 – 0.122204 | 0 |
| reth | Contract (max code, unique) · 64KiB | 209 / 209 | 0.968 | 0.947 | 0.111655 | 0.108676 – 0.11489 | 0 | 0.147158 | 0.142322 – 0.152697 | 0 |
| reth | Contract (minimal) · 24KiB | 209 / 209 | 0.886 | 0.866 | 0.0600181 | 0.0568151 – 0.063202 | 0 | 0.09144 | 0.0863854 – 0.0971362 | 0 |
| reth | Contract (minimal) · 64KiB | 209 / 209 | 0.894 | 0.871 | 0.0581813 | 0.0555657 – 0.0611005 | 0 | 0.0960377 | 0.0910473 – 0.101899 | 0 |
| reth | Contract (max code, same) · 24KiB | 209 / 209 | 0.888 | 0.849 | 0.0598128 | 0.0569737 – 0.0628783 | 0 | 0.0947088 | 0.0889774 – 0.101108 | 0 |
| reth | Contract (max code, same) · 64KiB | 209 / 209 | 0.880 | 0.862 | 0.0606873 | 0.0575867 – 0.0641271 | 0 | 0.090007 | 0.0851085 – 0.0950817 | 0 |
| reth | Delegated (max code, unique) · 24KiB | 209 / 209 | 0.958 | 0.935 | 0.0753455 | 0.0729335 – 0.0776292 | 0 | 0.10807 | 0.104027 – 0.112477 | 0 |
| reth | Delegated (max code, unique) · 64KiB | 209 / 209 | 0.968 | 0.949 | 0.100398 | 0.0977848 – 0.102987 | 0 | 0.134872 | 0.130663 – 0.139504 | 0 |
| reth | EOA | 418 / 418 | 0.884 | 0.872 | 0.05907 | 0.0570172 – 0.0613994 | 0 | 0.0947242 | 0.0909047 – 0.0987336 | 0 |
| reth | Non-existent | 418 / 418 | 0.885 | 0.930 | 0.0578415 | 0.0557395 – 0.0602273 | 0 | 0.116946 | 0.113469 – 0.120543 | 0 |
| reth | Self | 418 / 418 | 0.840 | 0.841 | 0.0551484 | 0.0526684 – 0.0576765 | 0 | 0.0546302 | 0.0522899 – 0.0573463 | 0 |
| reth | Contract (jumpdest) · 24KiB | 209 / 209 | 0.953 | 0.918 | 0.0832295 | 0.0806655 – 0.0861709 | 0 | 0.115903 | 0.111405 – 0.120932 | 0 |
| reth | Contract (jumpdest) · 64KiB | 209 / 209 | 0.968 | 0.949 | 0.113426 | 0.110232 – 0.116619 | 0 | 0.14807 | 0.143627 – 0.15313 | 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.