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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 407 / 407 0.840 0.927 0.122899 0.117636 – 0.128162 0 0.186171 0.181263 – 0.19189 0
besu EOA 407 / 407 0.812 0.894 0.12911 0.123355 – 0.134695 0 0.170394 0.16446 – 0.175867 0
besu Non-existent 407 / 407 0.806 0.933 0.112184 0.106884 – 0.117593 0 0.18102 0.176388 – 0.18598 0
besu Contract (jumpdest) 407 / 407 0.834 0.872 0.148362 0.141856 – 0.154427 0 0.187011 0.180146 – 0.193949 0
erigon Contract 165 / 165 0.910 0.977 0.269748 0.263736 – 0.275333 0 0.557015 0.539554 – 0.564832 0
erigon EOA 165 / 165 0.848 0.899 0.241951 0.23433 – 0.248986 0 0.309004 0.30233 – 0.315774 0
erigon Non-existent 165 / 165 0.846 0.951 0.240592 0.233031 – 0.247337 0 0.449556 0.442828 – 0.455386 0
erigon Contract (jumpdest) 165 / 165 0.905 0.938 0.288157 0.281394 – 0.293982 0 0.358524 0.352562 – 0.363601 0
ethrex Contract 275 / 275 0.885 0.992 0.0229744 0.022143 – 0.0237529 0 0.0516611 0.0511212 – 0.0521891 0
ethrex EOA 275 / 275 0.886 0.992 0.0227787 0.0219373 – 0.0235937 0 0.0506757 0.0501392 – 0.0511989 0
ethrex Non-existent 275 / 275 0.985 0.992 0.0275519 0.0271731 – 0.0279104 0 0.0474849 0.0470003 – 0.0479566 0
ethrex Contract (jumpdest) 275 / 275 0.978 0.984 0.0945541 0.0928088 – 0.0962644 0 0.113743 0.111915 – 0.115652 0
geth Contract 242 / 242 0.951 0.975 0.100817 0.0979501 – 0.103822 0 0.192326 0.188153 – 0.196583 0
geth EOA 242 / 242 0.940 0.968 0.0853433 0.0828971 – 0.0880299 0 0.143187 0.140053 – 0.146273 0
geth Non-existent 242 / 242 0.953 0.974 0.0995255 0.0969468 – 0.102146 0 0.181376 0.177736 – 0.185064 0
geth Contract (jumpdest) 242 / 242 0.945 0.967 0.0970047 0.0942752 – 0.0996192 0 0.142557 0.139289 – 0.145689 0
nethermind Contract 198 / 198 0.900 0.903 0.0867445 0.0828436 – 0.0910224 0 0.121866 0.11612 – 0.128594 0
nethermind EOA 198 / 198 0.917 0.866 0.0732906 0.0699985 – 0.0764335 0 0.109209 0.103748 – 0.114508 0
nethermind Non-existent 198 / 198 0.841 0.901 0.075461 0.0707401 – 0.0802215 0 0.11465 0.110036 – 0.119529 0
nethermind Contract (jumpdest) 198 / 198 0.971 0.954 0.139479 0.138239 – 0.140651 0 0.167827 0.162654 – 0.170453 0
reth Contract 308 / 308 0.977 0.983 0.0446015 0.0436597 – 0.0453934 0 0.0705401 0.0694213 – 0.0716042 0
reth EOA 308 / 308 0.974 0.986 0.0406563 0.0398664 – 0.0414262 0 0.0685148 0.0675585 – 0.0694809 0
reth Non-existent 308 / 308 0.975 0.985 0.0411212 0.0404517 – 0.0418288 0 0.066415 0.0654949 – 0.0673172 0
reth Contract (jumpdest) 308 / 308 0.987 0.988 0.0666461 0.0657711 – 0.0675673 0 0.0925654 0.0914315 – 0.0936422 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.