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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 660 / 660 0.817 0.891 0.134462 0.129385 – 0.139353 0 0.205391 0.199913 – 0.211602 0
besu EOA 660 / 660 0.831 0.837 0.133315 0.128494 – 0.13778 0 0.19332 0.186586 – 0.20039 0
besu Non-existent 660 / 660 0.786 0.904 0.118403 0.113591 – 0.123198 0 0.197515 0.192358 – 0.203004 0
besu Contract (jumpdest) 660 / 660 0.818 0.789 0.152334 0.146573 – 0.157991 0 0.206548 0.198054 – 0.214469 0
erigon Contract 341 / 341 0.847 0.880 0.257324 0.251643 – 0.262497 0 0.554032 0.54637 – 0.561563 0
erigon EOA 341 / 341 0.798 0.871 0.228842 0.223033 – 0.234561 0 0.319797 0.313672 – 0.325462 0
erigon Non-existent 341 / 341 0.794 0.910 0.226251 0.220051 – 0.231733 0 0.44162 0.43551 – 0.447568 0
erigon Contract (jumpdest) 341 / 341 0.870 0.892 0.280954 0.275633 – 0.285874 0 0.343908 0.337829 – 0.349293 0
ethrex Contract 484 / 484 0.843 0.988 0.0217597 0.0210335 – 0.0224578 0 0.0491545 0.0486517 – 0.0496373 0
ethrex EOA 484 / 484 0.839 0.987 0.0211327 0.0204137 – 0.0218072 0 0.0488561 0.0483663 – 0.049335 0
ethrex Non-existent 484 / 484 0.980 0.989 0.0278016 0.0274514 – 0.0281242 0 0.046143 0.045746 – 0.0465751 0
ethrex Contract (jumpdest) 484 / 484 0.978 0.989 0.102309 0.100795 – 0.103696 0 0.118112 0.116836 – 0.119363 0
geth Contract 462 / 462 0.948 0.975 0.10165 0.099556 – 0.10363 0 0.193126 0.190371 – 0.195971 0
geth EOA 462 / 462 0.941 0.968 0.0866824 0.0847285 – 0.0887031 0 0.144058 0.141761 – 0.146276 0
geth Non-existent 462 / 462 0.953 0.972 0.100364 0.09848 – 0.1023 0 0.182675 0.180071 – 0.185411 0
geth Contract (jumpdest) 462 / 462 0.941 0.969 0.0983688 0.096192 – 0.100545 0 0.145078 0.142878 – 0.147407 0
nethermind Contract 396 / 396 0.913 0.912 0.0785545 0.0759884 – 0.0810442 0 0.120536 0.116844 – 0.124586 0
nethermind EOA 396 / 396 0.853 0.887 0.0711165 0.068089 – 0.0749773 0 0.0995535 0.0957556 – 0.103023 0
nethermind Non-existent 396 / 396 0.887 0.893 0.0683634 0.0661416 – 0.0705673 0 0.106405 0.102721 – 0.109828 0
nethermind Contract (jumpdest) 396 / 396 0.966 0.958 0.137521 0.135283 – 0.138353 0 0.163576 0.161169 – 0.164771 0
reth Contract 572 / 572 0.961 0.985 0.0441981 0.0433 – 0.0450256 0 0.0706003 0.0699058 – 0.0712909 0
reth EOA 572 / 572 0.967 0.983 0.0415404 0.040881 – 0.0421771 0 0.0670088 0.0662395 – 0.0677344 0
reth Non-existent 572 / 572 0.953 0.984 0.0409899 0.0401519 – 0.0417824 0 0.0666106 0.0658622 – 0.0673196 0
reth Contract (jumpdest) 572 / 572 0.981 0.989 0.0669685 0.0661491 – 0.0677184 0 0.0907538 0.0898742 – 0.0915103 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.