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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 418 / 418 0.859 0.924 0.124344 0.119347 – 0.129194 0 0.221274 0.214934 – 0.227516 0
besu EOA 418 / 418 0.847 0.910 0.118638 0.1138 – 0.123614 0 0.211141 0.20423 – 0.218203 0
besu Non-existent 418 / 418 0.856 0.932 0.114067 0.109184 – 0.119007 0 0.208206 0.202312 – 0.213957 0
besu Contract (jumpdest) 418 / 418 0.840 0.885 0.144728 0.138908 – 0.150864 0 0.223875 0.216765 – 0.231497 0
erigon Contract 198 / 198 0.963 0.989 0.139385 0.13564 – 0.143333 0 0.363662 0.358567 – 0.368637 0
erigon EOA 198 / 198 0.940 0.975 0.09979 0.0961323 – 0.103471 0 0.183455 0.179367 – 0.187524 0
erigon Non-existent 198 / 198 0.951 0.986 0.0965757 0.0937049 – 0.0995174 0 0.27437 0.269639 – 0.27872 0
erigon Contract (jumpdest) 198 / 198 0.983 0.985 0.196889 0.193496 – 0.200485 0 0.255209 0.250838 – 0.259767 0
ethrex Contract 275 / 275 0.850 0.991 0.0218686 0.0208882 – 0.0226894 0 0.049235 0.0486658 – 0.0497643 0
ethrex EOA 275 / 275 0.826 0.990 0.0212619 0.0202846 – 0.0221566 0 0.0490026 0.0484392 – 0.0494905 0
ethrex Non-existent 275 / 275 0.984 0.990 0.0275005 0.0270707 – 0.0279237 0 0.0455361 0.0449817 – 0.0460524 0
ethrex Contract (jumpdest) 275 / 275 0.976 0.990 0.101629 0.0996386 – 0.103604 0 0.11888 0.117473 – 0.1202 0
geth Contract 264 / 264 0.929 0.967 0.102104 0.0987778 – 0.105432 0 0.192138 0.188195 – 0.196262 0
geth EOA 264 / 264 0.929 0.965 0.0865866 0.0835673 – 0.089723 0 0.147067 0.143504 – 0.150633 0
geth Non-existent 264 / 264 0.932 0.964 0.1001 0.0971528 – 0.103384 0 0.183171 0.179013 – 0.187193 0
geth Contract (jumpdest) 264 / 264 0.922 0.958 0.0988088 0.0954188 – 0.102526 0 0.145276 0.14187 – 0.148566 0
nethermind Contract 165 / 165 0.959 0.951 0.0744954 0.072124 – 0.0767105 0 0.122448 0.118256 – 0.126622 0
nethermind EOA 165 / 165 0.948 0.946 0.0684792 0.0663129 – 0.0708048 0 0.100045 0.0968498 – 0.103133 0
nethermind Non-existent 165 / 165 0.940 0.931 0.0689176 0.066053 – 0.0720737 0 0.112061 0.107538 – 0.116252 0
nethermind Contract (jumpdest) 165 / 165 0.981 0.983 0.143724 0.142588 – 0.144769 0 0.168872 0.167737 – 0.169957 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.