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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 264 / 264 0.745 0.908 0.121544 0.112298 – 0.130175 0 0.209224 0.200946 – 0.217304 0
besu EOA 264 / 264 0.761 0.921 0.129253 0.120517 – 0.1386 0 0.217146 0.209665 – 0.223968 0
besu Non-existent 264 / 264 0.685 0.921 0.111504 0.102062 – 0.120132 0 0.206426 0.198766 – 0.213094 0
besu Contract (jumpdest) 264 / 264 0.776 0.930 0.153885 0.144496 – 0.16335 0 0.242933 0.235041 – 0.251134 0
erigon Contract 99 / 99 0.911 0.977 0.2779 0.270161 – 0.285249 0 0.537477 0.531002 – 0.543932 0
erigon EOA 99 / 99 0.850 0.901 0.243244 0.234652 – 0.252222 0 0.308331 0.299166 – 0.316046 0
erigon Non-existent 99 / 99 0.851 0.945 0.240934 0.231028 – 0.249652 0 0.439175 0.430771 – 0.446623 0
erigon Contract (jumpdest) 99 / 99 0.903 0.938 0.290346 0.281289 – 0.297965 0 0.358272 0.349582 – 0.365645 0
ethrex Contract 176 / 176 0.992 0.989 0.0411442 0.0406294 – 0.0416823 0 0.0509508 0.0501169 – 0.0517972 0
ethrex EOA 176 / 176 0.992 0.990 0.0406269 0.0401063 – 0.0411432 0 0.0503341 0.0496575 – 0.0510216 0
ethrex Non-existent 176 / 176 0.984 0.987 0.0258723 0.0253288 – 0.0263862 0 0.0397675 0.0391656 – 0.0404726 0
ethrex Contract (jumpdest) 176 / 176 0.992 0.987 0.11326 0.111937 – 0.114529 0 0.11457 0.112819 – 0.116434 0
geth Contract 165 / 165 0.959 0.978 0.101033 0.0978403 – 0.104277 0 0.192706 0.18848 – 0.197329 0
geth EOA 165 / 165 0.955 0.974 0.0858201 0.0829869 – 0.0887833 0 0.14482 0.141323 – 0.148523 0
geth Non-existent 165 / 165 0.956 0.980 0.100962 0.0976638 – 0.104292 0 0.182748 0.178663 – 0.186791 0
geth Contract (jumpdest) 165 / 165 0.952 0.977 0.0966381 0.0936414 – 0.0997339 0 0.14251 0.139202 – 0.146001 0
nethermind Contract 110 / 110 0.915 0.935 0.0857342 0.0811101 – 0.0906812 0 0.120556 0.114796 – 0.125943 0
nethermind EOA 110 / 110 0.882 0.892 0.0712355 0.066854 – 0.0756595 0 0.10362 0.0966169 – 0.110718 0
nethermind Non-existent 110 / 110 0.907 0.891 0.0711342 0.0663358 – 0.0764444 0 0.111574 0.104747 – 0.118954 0
nethermind Contract (jumpdest) 110 / 110 0.971 0.956 0.136809 0.132655 – 0.139554 0 0.1684 0.1661 – 0.170891 0
reth Contract 198 / 198 0.865 0.935 0.0719562 0.0676603 – 0.0762571 0 0.089455 0.0858083 – 0.0929952 0
reth EOA 198 / 198 0.992 0.990 0.0513819 0.0506995 – 0.0521809 0 0.072921 0.0718586 – 0.0740086 0
reth Non-existent 198 / 198 0.991 0.991 0.0578677 0.0571218 – 0.0586792 0 0.0739003 0.0728014 – 0.0750602 0
reth Contract (jumpdest) 198 / 198 0.909 0.924 0.181014 0.17315 – 0.189168 0 0.197145 0.188827 – 0.20568 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.