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 | 33 / 33 | 0.982 | 0.986 | 0.18014 | 0.172059 – 0.188756 | 0 | 0.243616 | 0.23452 – 0.251646 | 0 |
| besu | Contract · 64KiB | 33 / 33 | 0.981 | 0.989 | 0.186342 | 0.178279 – 0.196 | 0 | 0.254992 | 0.244926 – 0.262427 | 0 |
| besu | Contract (max code, unique) · 24KiB | 33 / 33 | 0.989 | 0.990 | 0.18387 | 0.177582 – 0.189536 | 0 | 0.244001 | 0.233947 – 0.253231 | 0 |
| besu | Contract (max code, unique) · 64KiB | 33 / 33 | 0.975 | 0.985 | 0.18724 | 0.174801 – 0.199114 | 0 | 0.269739 | 0.259161 – 0.282792 | 0 |
| besu | Contract (minimal) · 24KiB | 33 / 33 | 0.973 | 0.984 | 0.165056 | 0.155651 – 0.173122 | 0 | 0.23323 | 0.222146 – 0.24305 | 0 |
| besu | Contract (minimal) · 64KiB | 33 / 33 | 0.988 | 0.987 | 0.166298 | 0.15994 – 0.173002 | 0 | 0.218733 | 0.209268 – 0.227315 | 0 |
| besu | Contract (max code, same) · 24KiB | 33 / 33 | 0.988 | 0.982 | 0.163498 | 0.158095 – 0.169614 | 0 | 0.223138 | 0.211331 – 0.234372 | 0 |
| besu | Contract (max code, same) · 64KiB | 33 / 33 | 0.987 | 0.957 | 0.159741 | 0.152458 – 0.166091 | 0 | 0.232352 | 0.213517 – 0.254452 | 0 |
| besu | Delegated (max code, unique) · 24KiB | 33 / 33 | 0.988 | 0.986 | 0.18696 | 0.180921 – 0.194403 | 0 | 0.24847 | 0.23917 – 0.258571 | 0 |
| besu | Delegated (max code, unique) · 64KiB | 33 / 33 | 0.985 | 0.983 | 0.17624 | 0.168302 – 0.184293 | 0 | 0.233247 | 0.221072 – 0.243583 | 0 |
| besu | EOA | 66 / 66 | 0.981 | 0.985 | 0.156821 | 0.151474 – 0.162961 | 0 | 0.230653 | 0.223549 – 0.23743 | 0 |
| besu | Non-existent | 66 / 66 | 0.974 | 0.842 | 0.168625 | 0.161923 – 0.175633 | 0 | 0.414821 | 0.372068 – 0.458441 | 0 |
| besu | Self | 66 / 66 | 0.984 | 0.980 | 0.143849 | 0.139616 – 0.148542 | 0 | 0.141516 | 0.136962 – 0.146585 | 0 |
| besu | Contract (jumpdest) · 24KiB | 33 / 33 | 0.971 | 0.988 | 0.194696 | 0.185258 – 0.205159 | 0 | 0.251482 | 0.242268 – 0.260476 | 0 |
| besu | Contract (jumpdest) · 64KiB | 33 / 33 | 0.898 | 0.957 | 0.225224 | 0.207461 – 0.253617 | 0 | 0.268613 | 0.251381 – 0.284918 | 0 |
| erigon | Contract · 24KiB | 33 / 33 | 0.997 | 0.998 | 0.180723 | 0.17756 – 0.184161 | 0 | 0.386188 | 0.379915 – 0.391639 | 0 |
| erigon | Contract · 64KiB | 33 / 33 | 0.997 | 0.998 | 0.181243 | 0.178265 – 0.184437 | 0 | 0.384801 | 0.379711 – 0.390104 | 0 |
| erigon | Contract (max code, unique) · 24KiB | 33 / 33 | 0.995 | 0.994 | 0.144924 | 0.142034 – 0.148368 | 0 | 0.222395 | 0.215557 – 0.228651 | 0 |
| erigon | Contract (max code, unique) · 64KiB | 33 / 33 | 0.998 | 0.993 | 0.148752 | 0.14662 – 0.150941 | 0 | 0.231956 | 0.224514 – 0.238383 | 0 |
| erigon | Contract (minimal) · 24KiB | 33 / 33 | 0.996 | 0.995 | 0.137121 | 0.134512 – 0.140045 | 0 | 0.208094 | 0.202506 – 0.212557 | 0 |
| erigon | Contract (minimal) · 64KiB | 33 / 33 | 0.997 | 0.995 | 0.137727 | 0.135309 – 0.140574 | 0 | 0.208134 | 0.202877 – 0.212631 | 0 |
| erigon | Contract (max code, same) · 24KiB | 33 / 33 | 0.997 | 0.996 | 0.133434 | 0.130753 – 0.136136 | 0 | 0.216169 | 0.211065 – 0.22093 | 0 |
| erigon | Contract (max code, same) · 64KiB | 33 / 33 | 0.997 | 0.994 | 0.137387 | 0.134772 – 0.139925 | 0 | 0.211426 | 0.205617 – 0.216573 | 0 |
| erigon | Delegated (max code, unique) · 24KiB | 33 / 33 | 0.996 | 0.997 | 0.120678 | 0.117816 – 0.123233 | 0 | 0.18996 | 0.187288 – 0.193072 | 0 |
| erigon | Delegated (max code, unique) · 64KiB | 33 / 33 | 0.998 | 0.995 | 0.127356 | 0.124776 – 0.129436 | 0 | 0.162305 | 0.159994 – 0.165284 | 0 |
| erigon | EOA | 66 / 66 | 0.996 | 0.994 | 0.134789 | 0.132799 – 0.137208 | 0 | 0.206344 | 0.202331 – 0.209832 | 0 |
| erigon | Non-existent | 66 / 66 | 0.996 | 0.993 | 0.134147 | 0.132168 – 0.136086 | 0 | 0.308199 | 0.301229 – 0.316287 | 0 |
| erigon | Self | 66 / 66 | 0.998 | 0.998 | 0.133277 | 0.132024 – 0.134529 | 0 | 0.132976 | 0.131689 – 0.134257 | 0 |
| erigon | Contract (jumpdest) · 24KiB | 33 / 33 | 0.997 | 0.996 | 0.141111 | 0.138613 – 0.143831 | 0 | 0.227698 | 0.222264 – 0.232411 | 0 |
| erigon | Contract (jumpdest) · 64KiB | 33 / 33 | 0.996 | 0.993 | 0.148808 | 0.144713 – 0.152819 | 0 | 0.214048 | 0.207263 – 0.219622 | 0 |
| ethrex | Contract · 24KiB | 33 / 33 | 0.967 | 0.998 | 0.048767 | 0.0453422 – 0.0525422 | 0 | 0.0820458 | 0.0807434 – 0.082759 | 0 |
| ethrex | Contract · 64KiB | 33 / 33 | 0.967 | 0.996 | 0.0483775 | 0.0448942 – 0.0518746 | 0 | 0.0805989 | 0.0791184 – 0.0822184 | 0 |
| ethrex | Contract (max code, unique) · 24KiB | 33 / 33 | 0.996 | 0.994 | 0.0557177 | 0.0544674 – 0.0569771 | 0 | 0.0751709 | 0.0732866 – 0.0770298 | 0 |
| ethrex | Contract (max code, unique) · 64KiB | 33 / 33 | 0.993 | 0.995 | 0.0591301 | 0.0571501 – 0.0610918 | 0 | 0.0792108 | 0.0775706 – 0.0811017 | 0 |
| ethrex | Contract (minimal) · 24KiB | 33 / 33 | 0.989 | 0.995 | 0.0470745 | 0.0449317 – 0.0478654 | 0 | 0.0642354 | 0.0631933 – 0.0653527 | 0 |
| ethrex | Contract (minimal) · 64KiB | 33 / 33 | 0.989 | 0.996 | 0.0464829 | 0.0445985 – 0.0475364 | 0 | 0.0638356 | 0.0627498 – 0.0648793 | 0 |
| ethrex | Contract (max code, same) · 24KiB | 33 / 33 | 0.987 | 0.994 | 0.046358 | 0.0446552 – 0.0473645 | 0 | 0.0649553 | 0.0636724 – 0.0661121 | 0 |
| ethrex | Contract (max code, same) · 64KiB | 33 / 33 | 0.991 | 0.996 | 0.0452431 | 0.0436015 – 0.04687 | 0 | 0.0638199 | 0.0627346 – 0.0650389 | 0 |
| ethrex | Delegated (max code, unique) · 24KiB | 33 / 33 | 0.992 | 0.986 | 0.0470377 | 0.0451696 – 0.048738 | 0 | 0.0710065 | 0.0680668 – 0.0742035 | 0 |
| ethrex | Delegated (max code, unique) · 64KiB | 33 / 33 | 0.996 | 0.992 | 0.0525024 | 0.0510059 – 0.053666 | 0 | 0.074252 | 0.0723917 – 0.0760299 | 0 |
| ethrex | EOA | 66 / 66 | 0.968 | 0.998 | 0.0480505 | 0.045648 – 0.0504131 | 0 | 0.0805642 | 0.0798331 – 0.0813716 | 0 |
| ethrex | Non-existent | 66 / 66 | 0.989 | 0.979 | 0.0461992 | 0.0457114 – 0.046553 | 0 | 0.0665301 | 0.063966 – 0.0694002 | 0 |
| ethrex | Self | 66 / 66 | 0.996 | 0.996 | 0.0445301 | 0.0439817 – 0.0447446 | 0 | 0.0445801 | 0.0440899 – 0.0448316 | 0 |
| ethrex | Contract (jumpdest) · 24KiB | 33 / 33 | 0.991 | 0.997 | 0.0932424 | 0.0901727 – 0.0969129 | 0 | 0.126199 | 0.123696 – 0.12893 | 0 |
| ethrex | Contract (jumpdest) · 64KiB | 33 / 33 | 0.997 | 0.994 | 0.060541 | 0.0593055 – 0.0616923 | 0 | 0.078029 | 0.0764866 – 0.0792718 | 0 |
| geth | Contract · 24KiB | 44 / 44 | 0.995 | 0.996 | 0.149658 | 0.146639 – 0.152547 | 0 | 0.233473 | 0.229168 – 0.237787 | 0 |
| geth | Contract · 64KiB | 44 / 44 | 0.995 | 0.996 | 0.15075 | 0.147432 – 0.154568 | 0 | 0.231827 | 0.228042 – 0.234831 | 0 |
| geth | Contract (max code, unique) · 24KiB | 44 / 44 | 0.997 | 0.998 | 0.190114 | 0.187467 – 0.193159 | 0 | 0.275115 | 0.270907 – 0.279259 | 0 |
| geth | Contract (max code, unique) · 64KiB | 44 / 44 | 0.998 | 0.996 | 0.215818 | 0.213037 – 0.218771 | 0 | 0.296054 | 0.288396 – 0.302139 | 0 |
| geth | Contract (minimal) · 24KiB | 44 / 44 | 0.997 | 0.996 | 0.151031 | 0.148057 – 0.153872 | 0 | 0.233106 | 0.228949 – 0.237545 | 0 |
| geth | Contract (minimal) · 64KiB | 44 / 44 | 0.997 | 0.998 | 0.150847 | 0.148472 – 0.153131 | 0 | 0.237202 | 0.23403 – 0.239842 | 0 |
| geth | Contract (max code, same) · 24KiB | 44 / 44 | 0.997 | 0.998 | 0.14972 | 0.147178 – 0.152157 | 0 | 0.23321 | 0.230575 – 0.235462 | 0 |
| geth | Contract (max code, same) · 64KiB | 44 / 44 | 0.995 | 0.996 | 0.154095 | 0.151247 – 0.156996 | 0 | 0.232178 | 0.227649 – 0.236116 | 0 |
| geth | Delegated (max code, unique) · 24KiB | 44 / 44 | 0.999 | 0.997 | 0.197746 | 0.195314 – 0.199832 | 0 | 0.28071 | 0.276259 – 0.284801 | 0 |
| geth | Delegated (max code, unique) · 64KiB | 44 / 44 | 0.998 | 0.997 | 0.206419 | 0.203394 – 0.208888 | 0 | 0.238088 | 0.234463 – 0.241515 | 0 |
| geth | EOA | 88 / 88 | 0.996 | 0.995 | 0.151685 | 0.150083 – 0.153274 | 0 | 0.233133 | 0.229488 – 0.236939 | 0 |
| geth | Non-existent | 88 / 88 | 0.996 | 0.929 | 0.151173 | 0.149524 – 0.152866 | 0 | 0.228354 | 0.215483 – 0.24338 | 0 |
| geth | Self | 88 / 88 | 0.995 | 0.996 | 0.127119 | 0.125255 – 0.128786 | 0 | 0.128644 | 0.126834 – 0.130354 | 0 |
| geth | Contract (jumpdest) · 24KiB | 44 / 44 | 0.998 | 0.998 | 0.191676 | 0.189519 – 0.193843 | 0 | 0.276269 | 0.272495 – 0.280527 | 0 |
| geth | Contract (jumpdest) · 64KiB | 44 / 44 | 0.997 | 0.997 | 0.208577 | 0.205063 – 0.21144 | 0 | 0.241274 | 0.237665 – 0.245172 | 0 |
| nethermind | Contract · 24KiB | 33 / 33 | 0.862 | 0.897 | 0.0608281 | 0.0505801 – 0.0691973 | 0 | 0.0961225 | 0.0849044 – 0.107738 | 0 |
| nethermind | Contract · 64KiB | 33 / 33 | 0.851 | 0.919 | 0.0688031 | 0.0602297 – 0.0801707 | 0 | 0.0915009 | 0.0819418 – 0.101774 | 0 |
| nethermind | Contract (max code, unique) · 24KiB | 33 / 33 | 0.952 | 0.937 | 0.0842543 | 0.0766014 – 0.0922369 | 0 | 0.110712 | 0.0982917 – 0.122298 | 0 |
| nethermind | Contract (max code, unique) · 64KiB | 33 / 33 | 0.964 | 0.940 | 0.102128 | 0.0941561 – 0.109122 | 0 | 0.122336 | 0.110398 – 0.134754 | 0 |
| nethermind | Contract (minimal) · 24KiB | 33 / 33 | 0.837 | 0.830 | 0.0643192 | 0.0561161 – 0.071954 | 0 | 0.0901492 | 0.0746959 – 0.105658 | 0 |
| nethermind | Contract (minimal) · 64KiB | 33 / 33 | 0.883 | 0.905 | 0.0601459 | 0.0517863 – 0.0683751 | 0 | 0.0887805 | 0.0777472 – 0.0985987 | 0 |
| nethermind | Contract (max code, same) · 24KiB | 33 / 33 | 0.812 | 0.822 | 0.0558744 | 0.0475901 – 0.064617 | 0 | 0.090439 | 0.079336 – 0.10801 | 0 |
| nethermind | Contract (max code, same) · 64KiB | 33 / 33 | 0.864 | 0.897 | 0.0628563 | 0.0552131 – 0.0709548 | 0 | 0.087866 | 0.0777076 – 0.0976667 | 0 |
| nethermind | Delegated (max code, unique) · 24KiB | 33 / 33 | 0.966 | 0.907 | 0.0924267 | 0.0866057 – 0.097851 | 0 | 0.114229 | 0.100725 – 0.125452 | 0 |
| nethermind | Delegated (max code, unique) · 64KiB | 33 / 33 | 0.982 | 0.963 | 0.107948 | 0.101646 – 0.114455 | 0 | 0.121708 | 0.113619 – 0.131325 | 0 |
| nethermind | EOA | 66 / 66 | 0.852 | 0.818 | 0.0580211 | 0.0523569 – 0.0645337 | 0 | 0.0807223 | 0.0713639 – 0.0900282 | 0 |
| nethermind | Non-existent | 66 / 66 | 0.902 | 0.648 | 0.0593931 | 0.0548351 – 0.0636194 | 0 | 0.128421 | 0.105119 – 0.152367 | 0 |
| nethermind | Self | 66 / 66 | 0.845 | 0.890 | 0.054097 | 0.0479798 – 0.0599913 | 0 | 0.0498473 | 0.0450703 – 0.0542058 | 0 |
| nethermind | Contract (jumpdest) · 24KiB | 33 / 33 | 0.937 | 0.914 | 0.089266 | 0.0827768 – 0.0956334 | 0 | 0.111942 | 0.0995181 – 0.125413 | 0 |
| nethermind | Contract (jumpdest) · 64KiB | 33 / 33 | 0.945 | 0.949 | 0.111318 | 0.103394 – 0.118655 | 0 | 0.123188 | 0.112704 – 0.133616 | 0 |
| reth | Contract · 24KiB | 22 / 22 | 0.935 | 0.904 | 0.0553108 | 0.0460735 – 0.063194 | 0 | 0.0875458 | 0.0748401 – 0.103729 | 0 |
| reth | Contract · 64KiB | 22 / 22 | 0.928 | 0.888 | 0.0589686 | 0.0513804 – 0.0673503 | 0 | 0.0940323 | 0.0769369 – 0.112468 | 0 |
| reth | Contract (max code, unique) · 24KiB | 22 / 22 | 0.973 | 0.958 | 0.077753 | 0.0719429 – 0.0852588 | 0 | 0.116087 | 0.104495 – 0.128172 | 0 |
| reth | Contract (max code, unique) · 64KiB | 22 / 22 | 0.983 | 0.972 | 0.10791 | 0.100909 – 0.115666 | 0 | 0.143201 | 0.133546 – 0.155202 | 0 |
| reth | Contract (minimal) · 24KiB | 22 / 22 | 0.951 | 0.884 | 0.0574771 | 0.0519837 – 0.0645835 | 0 | 0.0885551 | 0.0745607 – 0.106014 | 0 |
| reth | Contract (minimal) · 64KiB | 22 / 22 | 0.928 | 0.909 | 0.0588656 | 0.0515267 – 0.0671219 | 0 | 0.0865926 | 0.0783036 – 0.0988106 | 0 |
| reth | Contract (max code, same) · 24KiB | 22 / 22 | 0.928 | 0.906 | 0.0597505 | 0.0534867 – 0.0669392 | 0 | 0.0950868 | 0.0816613 – 0.109858 | 0 |
| reth | Contract (max code, same) · 64KiB | 22 / 22 | 0.945 | 0.903 | 0.0587351 | 0.0522382 – 0.0657554 | 0 | 0.0867612 | 0.0762554 – 0.100807 | 0 |
| reth | Delegated (max code, unique) · 24KiB | 22 / 22 | 0.988 | 0.967 | 0.0724627 | 0.0694315 – 0.0763397 | 0 | 0.0959248 | 0.0875155 – 0.104631 | 0 |
| reth | Delegated (max code, unique) · 64KiB | 22 / 22 | 0.986 | 0.974 | 0.100192 | 0.094955 – 0.105923 | 0 | 0.127878 | 0.119415 – 0.13853 | 0 |
| reth | EOA | 44 / 44 | 0.924 | 0.896 | 0.0557023 | 0.0514099 – 0.061486 | 0 | 0.0963835 | 0.0854079 – 0.108381 | 0 |
| reth | Non-existent | 44 / 44 | 0.931 | 0.954 | 0.0590714 | 0.0540278 – 0.0645668 | 0 | 0.105467 | 0.0975065 – 0.114531 | 0 |
| reth | Self | 44 / 44 | 0.906 | 0.922 | 0.053952 | 0.048795 – 0.0600729 | 0 | 0.0552639 | 0.050071 – 0.0603971 | 0 |
| reth | Contract (jumpdest) · 24KiB | 22 / 22 | 0.974 | 0.962 | 0.0767366 | 0.0717014 – 0.0829857 | 0 | 0.110219 | 0.0991385 – 0.124553 | 0 |
| reth | Contract (jumpdest) · 64KiB | 22 / 22 | 0.992 | 0.968 | 0.106252 | 0.100675 – 0.111672 | 0 | 0.134601 | 0.124609 – 0.146751 | 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.