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Explore actual saved engine results, or connect your approved key and send an editable request to the live API. Every score comes from StatLine.
StatLine playground ENGINE-VERIFIED EXAMPLE
eba.players
01 / RAW INPUT
SELECTED ROW · ORIGINAL FIELDS
{
"PLAYER": "GoatedRahim",
"TEAM": "Houston Hornets",
"CONFERENCE": "Western",
"POSITION": "N/A",
"LEAGUE": "EBA",
"GP": 11,
"PPG": 31.909,
"RPG": 2.273,
"APG": 14.909,
"SPG": 3.545,
"BPG": 0,
"TPG": 3.273,
"PA": 0,
"PF": 1.182,
"3PMPG": 5.182,
"3PAPG": 8.727,
"FGMPG": 13.364,
"FGAPG": 20.182,
"WIN": 7,
"LOSS": 4
}This record was scored in the full 103-row batch. Switching records inspects saved output; it doesn't recalculate the cohort.
Download the input CSV02 / SAVED ENGINE OUTPUT
GoatedRahim
Houston Hornets
99PRI
Why 99?
Helped: Helios Score, Vers Score, Scoreless Impact
Limited: Handle Load, Bpg Sig, Net Pos Ppp
Compared with every normalized metric at its midpoint (0.5). These are influences on the raw sum. Affine scaling of the clipped raw aggregate, followed by rounding.
Trace inputs, weights & calculation
Normalization: batch_extrema. Effective weights include the run’s penalties and overrides. Bucket bars are means, not additive score points.
| Metric | Mapped | Normalized | Weight | Contribution | Relative influence |
|---|---|---|---|---|---|
| Helios Score | 1.158366 | 0.94324 | 0.118182 | 0.111474 | 0.052383 |
| Vers Score | 0.614774 | 0.926023 | 0.081818 | 0.075765 | 0.034856 |
| Scoreless Impact | 0.643079 | 0.91847 | 0.054545 | 0.050098 | 0.022826 |
| Two Way Score | 1.034098 | 1 | 0.045455 | 0.045455 | 0.022727 |
| Eff Usage | 1.450455 | 0.753785 | 0.084848 | 0.063958 | 0.021533 |
| Stocks Boost | 1.107812 | 0.885144 | 0.045455 | 0.040234 | 0.017507 |
| Tov Scaled | 0.866379 | 0.866379 | 0.036364 | 0.031505 | 0.013323 |
| Scoring Gravity | 0.83015 | 0.595891 | 0.127273 | 0.075841 | 0.012204 |
| Gp Share | 1 | 1 | 0.022727 | 0.022727 | 0.011364 |
| Handle Load | 0.969237 | 0.232649 | 0.036364 | 0.00846 | -0.009722 |
| Bpg Sig | 0 | 0 | 0.018182 | 0 | -0.009091 |
| Vol Gap | 0 | 1 | 0.015152 | 0.015152 | 0.007576 |
| Shot Diet Gap | 0 | 1 | 0.015152 | 0.015152 | 0.007576 |
| Spg Sig | 2.954167 | 0.908974 | 0.018182 | 0.016527 | 0.007436 |
| Net Pos Ppp | 1.024323 | 0.415189 | 0.084848 | 0.035228 | -0.007196 |
| Pps Gap | 0.115556 | 0.859932 | 0.015152 | 0.013029 | 0.005454 |
| Ast To Bonus | 0.425858 | 0.378404 | 0.036364 | 0.01376 | -0.004422 |
| Wl Share | 0.636364 | 0.636364 | 0.022727 | 0.014463 | 0.003099 |
| Pps Fg | 1.581112 | 0.527037 | 0.084848 | 0.044718 | 0.002294 |
| Ast To Credit | 4.555148 | 0.520443 | 0.036364 | 0.018925 | 0.000743 |
| Gp | 11 | 1 | 0 | 0 | 0 |
| Real Gp | 11 | 1 | 0 | 0 | 0 |
| Real Gp1 | 1 | 0 | 0 | 0 | -0 |
| No Real | 0 | 0 | 0 | 0 | -0 |
| Rel Gp | 1 | 1 | 0 | 0 | 0 |
| Ppg | 31.909 | 0.747861 | 0 | 0 | 0 |
| Rpg | 2.273 | 0.219975 | 0 | 0 | -0 |
| Apg | 14.909 | 0.84389 | 0 | 0 | 0 |
| Spg | 3.545 | 0.908974 | 0 | 0 | 0 |
| Bpg | 0 | 0 | 0 | 0 | -0 |
| Tov | 3.273 | 0.595091 | 0 | 0 | 0 |
| Fgm | 13.364 | 0.742444 | 0 | 0 | 0 |
| Fga | 20.182 | 0.738375 | 0 | 0 | 0 |
| Tpm | 5.182 | 0.618746 | 0 | 0 | 0 |
| Tpa | 8.727 | 0.692619 | 0 | 0 | 0 |
| Win | 7 | 0.777778 | 0 | 0 | 0 |
| Loss | 4 | 0.8 | 0 | 0 | 0 |
| Orpg | 0.79555 | 0.219975 | 0 | 0 | -0 |
| Drpg | 1.47745 | 0.219975 | 0 | 0 | -0 |
| Stat Total | 103.364 | 0.920157 | 0 | 0 | 0 |
| Stat Active | 1 | 1 | 0 | 0 | 0 |
| Scoreable | 1 | 1 | 0 | 0 | 0 |
| No Score | 0 | 0 | 0 | 0 | -0 |
Weighted sum 0.71247 → raw aggregate 0.71247 → 99.135007 → 99.
Python round: nearest integer, ties to even. A model-based evaluation under this adapter, weights and cohort.
Raw inputs & adapter transforms
{
"input": {
"PLAYER": "GoatedRahim",
"TEAM": "Houston Hornets",
"CONFERENCE": "Western",
"POSITION": "N/A",
"LEAGUE": "EBA",
"GP": 11,
"PPG": 31.909,
"RPG": 2.273,
"APG": 14.909,
"SPG": 3.545,
"BPG": 0,
"TPG": 3.273,
"PA": 0,
"PF": 1.182,
"3PMPG": 5.182,
"3PAPG": 8.727,
"FGMPG": 13.364,
"FGAPG": 20.182,
"WIN": 7,
"LOSS": 4
},
"metrics": {
"gp": {
"key": "gp",
"source": {
"kind": "field",
"field": "GP",
"expr": null,
"const": null
},
"transform": null,
"clamp": [
0,
16
],
"bucket": "telem",
"invert": false,
"label": "Gp",
"bucket_label": "Telemetry"
},
"real_gp": {
"key": "real_gp",
"source": {
"kind": "expr",
"field": null,
"expr": "gp",
"const": null
},
"transform": null,
"clamp": [
0,
16
],
"bucket": "telem",
"invert": false,
"label": "Real Gp",
"bucket_label": "Telemetry"
},
"real_gp1": {
"key": "real_gp1",
"source": {
"kind": "expr",
"field": null,
"expr": "min(1.0, real_gp)",
"const": null
},
"transform": null,
"clamp": [
0,
1
],
"bucket": "telem",
"invert": false,
"label": "Real Gp1",
"bucket_label": "Telemetry"
},
"no_real": {
"key": "no_real",
"source": {
"kind": "expr",
"field": null,
"expr": "1.0 - real_gp1",
"const": null
},
"transform": null,
"clamp": [
0,
1
],
"bucket": "telem",
"invert": false,
"label": "No Real",
"bucket_label": "Telemetry"
},
"rel_gp": {
"key": "rel_gp",
"source": {
"kind": "expr",
"field": null,
"expr": "min(1.0, real_gp / max(1.0, dataset_max(\"GP\") * 0.65))",
"const": null
},
"transform": null,
"clamp": [
0,
1
],
"bucket": "telem",
"invert": false,
"label": "Rel Gp",
"bucket_label": "Telemetry"
},
"ppg": {
"key": "ppg",
"source": {
"kind": "field",
"field": "PPG",
"expr": null,
"const": null
},
"transform": null,
"clamp": [
0,
32
],
"bucket": "telem",
"invert": false,
"label": "Ppg",
"bucket_label": "Telemetry"
},
"rpg": {
"key": "rpg",
"source": {
"kind": "field",
"field": "RPG",
"expr": null,
"const": null
},
"transform": null,
"clamp": [
0,
14
],
"bucket": "telem",
"invert": false,
"label": "Rpg",
"bucket_label": "Telemetry"
},
"apg": {
"key": "apg",
"source": {
"kind": "field",
"field": "APG",
"expr": null,
"const": null
},
"transform": null,
"clamp": [
0,
9
],
"bucket": "telem",
"invert": false,
"label": "Apg",
"bucket_label": "Telemetry"
},
"spg": {
"key": "spg",
"source": {
"kind": "field",
"field": "SPG",
"expr": null,
"const": null
},
"transform": null,
"clamp": [
0,
2.2
],
"bucket": "telem",
"invert": false,
"label": "Spg",
"bucket_label": "Telemetry"
},
"bpg": {
"key": "bpg",
"source": {
"kind": "field",
"field": "BPG",
"expr": null,
"const": null
},
"transform": null,
"clamp": [
0,
3
],
"bucket": "telem",
"invert": false,
"label": "Bpg",
"bucket_label": "Telemetry"
},
"tov": {
"key": "tov",
"source": {
"kind": "field",
"field": "TPG",
"expr": null,
"const": null
},
"transform": null,
"clamp": [
0,
3.5
],
"bucket": "telem",
"invert": false,
"label": "Tov",
"bucket_label": "Telemetry"
},
"fgm": {
"key": "fgm",
"source": {
"kind": "field",
"field": "FGMPG",
"expr": null,
"const": null
},
"transform": null,
"clamp": [
0,
15
],
"bucket": "telem",
"invert": false,
"label": "Fgm",
"bucket_label": "Telemetry"
},
"fga": {
"key": "fga",
"source": {
"kind": "field",
"field": "FGAPG",
"expr": null,
"const": null
},
"transform": null,
"clamp": [
0,
25
],
"bucket": "telem",
"invert": false,
"label": "Fga",
"bucket_label": "Telemetry"
},
"tpm": {
"key": "tpm",
"source": {
"kind": "field",
"field": "3PMPG",
"expr": null,
"const": null
},
"transform": null,
"clamp": [
0,
8
],
"bucket": "telem",
"invert": false,
"label": "Tpm",
"bucket_label": "Telemetry"
},
"tpa": {
"key": "tpa",
"source": {
"kind": "field",
"field": "3PAPG",
"expr": null,
"const": null
},
"transform": null,
"clamp": [
0,
14
],
"bucket": "telem",
"invert": false,
"label": "Tpa",
"bucket_label": "Telemetry"
},
"win": {
"key": "win",
"source": {
"kind": "field",
"field": "WIN",
"expr": null,
"const": null
},
"transform": null,
"clamp": [
0,
16
],
"bucket": "telem",
"invert": false,
"label": "Win",
"bucket_label": "Telemetry"
},
"loss": {
"key": "loss",
"source": {
"kind": "field",
"field": "LOSS",
"expr": null,
"const": null
},
"transform": null,
"clamp": [
0,
16
],
"bucket": "telem",
"invert": false,
"label": "Loss",
"bucket_label": "Telemetry"
},
"orpg": {
"key": "orpg",
"source": {
"kind": "expr",
"field": null,
"expr": "0.35 * rpg",
"const": null
},
"transform": null,
"clamp": [
0,
5
],
"bucket": "telem",
"invert": false,
"label": "Orpg",
"bucket_label": "Telemetry"
},
"drpg": {
"key": "drpg",
"source": {
"kind": "expr",
"field": null,
"expr": "0.65 * rpg",
"const": null
},
"transform": null,
"clamp": [
0,
10
],
"bucket": "telem",
"invert": false,
"label": "Drpg",
"bucket_label": "Telemetry"
},
"stat_total": {
"key": "stat_total",
"source": {
"kind": "expr",
"field": null,
"expr": "ppg + rpg + apg + spg + bpg + tov + fgm + fga + tpm + tpa",
"const": null
},
"transform": null,
"clamp": [
0,
999
],
"bucket": "telem",
"invert": false,
"label": "Stat Total",
"bucket_label": "Telemetry"
},
"stat_active": {
"key": "stat_active",
"source": {
"kind": "expr",
"field": null,
"expr": "min(1.0, stat_total)",
"const": null
},
"transform": null,
"clamp": [
0,
1
],
"bucket": "telem",
"invert": false,
"label": "Stat Active",
"bucket_label": "Telemetry"
},
"scoreable": {
"key": "scoreable",
"source": {
"kind": "expr",
"field": null,
"expr": "min(real_gp1, stat_active)",
"const": null
},
"transform": null,
"clamp": [
0,
1
],
"bucket": "telem",
"invert": false,
"label": "Scoreable",
"bucket_label": "Telemetry"
},
"no_score": {
"key": "no_score",
"source": {
"kind": "expr",
"field": null,
"expr": "1.0 - scoreable",
"const": null
},
"transform": null,
"clamp": [
0,
1
],
"bucket": "telem",
"invert": false,
"label": "No Score",
"bucket_label": "Telemetry"
},
"gp_share": {
"key": "gp_share",
"make": "scoreable * rel_gp",
"attempt": "1",
"bucket": "gp",
"min_den": 1,
"clamp": [
0,
1
],
"invert": false,
"transform": null,
"label": "Gp Share",
"bucket_label": "Games Played"
},
"pps_fg": {
"key": "pps_fg",
"make": "scoreable * (2.0 * (fgm + 0.5*tpm))",
"attempt": "max(1.0, fga)",
"bucket": "aefg",
"min_den": 1,
"clamp": [
0,
1.45
],
"invert": false,
"transform": null,
"label": "Pps Fg",
"bucket_label": "Shooting Efficiency"
},
"scoring_gravity": {
"key": "scoring_gravity",
"make": "scoreable * min(1.20, ppg / 36.0) * min(1.15, pps_fg / 1.35) * min(1.10, fga / 22.0) * (1 - 0.12 * min(1, tov / 3.5))",
"attempt": "1",
"bucket": "scoring_gravity",
"min_den": 1,
"clamp": [
0,
1.25
],
"invert": false,
"transform": null,
"label": "Scoring Gravity",
"bucket_label": "Scoring Gravity"
},
"spg_sig": {
"key": "spg_sig",
"make": "scoreable * spg",
"attempt": "1.2",
"bucket": "spg_sig",
"min_den": 1,
"clamp": [
0,
1.8
],
"invert": false,
"transform": null,
"label": "Spg Sig",
"bucket_label": "Steal Signature"
},
"bpg_sig": {
"key": "bpg_sig",
"make": "scoreable * ((min(bpg, 2.0) + 0.25*max(0, bpg-2.0)) / max(0.85, 1.0 + 0.06*drpg))",
"attempt": "2.2",
"bucket": "bpg_sig",
"min_den": 1,
"clamp": [
0,
1.1
],
"invert": false,
"transform": null,
"label": "Bpg Sig",
"bucket_label": "Block Signature"
},
"eff_usage": {
"key": "eff_usage",
"make": "scoreable * pps_fg * fga",
"attempt": "22",
"bucket": "aefg",
"min_den": 1,
"clamp": [
0,
1.55
],
"invert": false,
"transform": null,
"label": "Eff Usage",
"bucket_label": "Shooting Efficiency"
},
"net_pos_ppp": {
"key": "net_pos_ppp",
"make": "scoreable * (ppg - 1.1*tov)",
"attempt": "max(1.0, fga + 0.5*apg)",
"bucket": "aefg",
"min_den": 1,
"clamp": [
0,
1.25
],
"invert": false,
"transform": null,
"label": "Net Pos Ppp",
"bucket_label": "Shooting Efficiency"
},
"pps_gap": {
"key": "pps_gap",
"make": "no_score * 0.60 + scoreable * (\n max(0, 1.08 - pps_fg)\n + 0.50*max(0, pps_fg - 1.35)\n)",
"attempt": "1",
"bucket": "effloor",
"min_den": 1,
"clamp": [
0,
0.6
],
"invert": true,
"transform": null,
"label": "Pps Gap",
"bucket_label": "Efficiency Floor"
},
"vol_gap": {
"key": "vol_gap",
"make": "no_score * 2.0 + scoreable * max(0, 14 - ppg)",
"attempt": "1",
"bucket": "effloor",
"min_den": 1,
"clamp": [
0,
2
],
"invert": true,
"transform": null,
"label": "Vol Gap",
"bucket_label": "Efficiency Floor"
},
"shot_diet_gap": {
"key": "shot_diet_gap",
"make": "no_score * 0.60 + scoreable * max(0, (tpa/max(1e-6,fga)) - 0.70) * max(0, 1.28 - ((fga - tpa))) / 1.28 * max(0, pps_fg - 1.22) * min(1, 10/max(1e-6,fga))",
"attempt": "1",
"bucket": "effloor",
"min_den": 1,
"clamp": [
0,
0.6
],
"invert": true,
"transform": null,
"label": "Shot Diet Gap",
"bucket_label": "Efficiency Floor"
},
"stocks_boost": {
"key": "stocks_boost",
"make": "scoreable * (spg + 1.05*min(bpg, 2.0) + 0.35*max(0, bpg - 2.0))",
"attempt": "3.2",
"bucket": "stocks",
"min_den": 1,
"clamp": [
0,
1.5
],
"invert": false,
"transform": null,
"label": "Stocks Boost",
"bucket_label": "Stocks"
},
"scoreless_impact": {
"key": "scoreless_impact",
"make": "scoreable * (0.55*min(1, apg/10) + 0.45*min(1, (1.3*orpg+0.7*drpg)/10))",
"attempt": "1.0",
"bucket": "offball",
"min_den": 1,
"clamp": [
0,
1
],
"invert": false,
"transform": null,
"label": "Scoreless Impact",
"bucket_label": "Off-Ball Impact"
},
"vers_score": {
"key": "vers_score",
"make": "scoreable * ((0.65*((min(1, ppg/24) + min(1, (1.6*orpg+drpg)/10) + min(1, apg/10))/3)) + (0.45*((min(1, ppg/24)*min(1, (1.6*orpg+drpg)/10) + min(1, ppg/24)*min(1, apg/10) + min(1, (1.6*orpg+drpg)/10)*min(1, apg/10))/3)))",
"attempt": "1.18",
"bucket": "vers",
"min_den": 1,
"clamp": [
0,
1
],
"invert": false,
"transform": null,
"label": "Vers Score",
"bucket_label": "Versatility"
},
"handle_load": {
"key": "handle_load",
"make": "scoreable * (apg / max(1.0, 0.6*fga + tov))",
"attempt": "1",
"bucket": "handle",
"min_den": 1,
"clamp": [
0,
1.1
],
"invert": false,
"transform": null,
"label": "Handle Load",
"bucket_label": "Handle"
},
"helios_score": {
"key": "helios_score",
"make": "scoreable * (ppg + 0.9*apg - 0.4*tov)",
"attempt": "38",
"bucket": "helios",
"min_den": 1,
"clamp": [
0,
0.9
],
"invert": false,
"transform": null,
"label": "Helios Score",
"bucket_label": "Helios"
},
"tov_scaled": {
"key": "tov_scaled",
"make": "scoreable * (1 - (tov / max(3, 0.80*(fga + 0.7*apg))))",
"attempt": "1",
"bucket": "tov_eff",
"min_den": 1,
"clamp": [
0,
0.95
],
"invert": false,
"transform": null,
"label": "Tov Scaled",
"bucket_label": "Turnovers"
},
"ast_to_credit": {
"key": "ast_to_credit",
"make": "scoreable * apg",
"attempt": "max(1.0, tov)",
"bucket": "tov_eff",
"min_den": 1,
"clamp": [
0,
2.5
],
"invert": false,
"transform": null,
"label": "Ast To Credit",
"bucket_label": "Turnovers"
},
"ast_to_bonus": {
"key": "ast_to_bonus",
"make": "scoreable * max(0, (apg / max(1.0, tov)) - 2.0)",
"attempt": "6.0",
"bucket": "tov_eff",
"min_den": 1,
"clamp": [
0,
0.08
],
"invert": false,
"transform": null,
"label": "Ast To Bonus",
"bucket_label": "Turnovers"
},
"two_way_score": {
"key": "two_way_score",
"make": "scoreable * min(2, (2 * ((ppg+0.9*apg)/42) * ((0.7*spg+0.4*bpg)/2.5)) / max(0.0001, ((ppg+0.9*apg)/42) + ((0.7*spg+0.4*bpg)/2.5)))",
"attempt": "1",
"bucket": "two_way",
"min_den": 1,
"clamp": [
0,
0.8
],
"invert": false,
"transform": null,
"label": "Two Way Score",
"bucket_label": "Two-Way"
},
"wl_share": {
"key": "wl_share",
"make": "scoreable * win",
"attempt": "max(1.0, win + loss)",
"bucket": "wl",
"min_den": 0.5,
"clamp": [
0,
1
],
"invert": false,
"transform": null,
"label": "Wl Share",
"bucket_label": "Win-Loss"
}
},
"normalization": {
"gp": {
"leader": 11,
"floor": 3
},
"real_gp": {
"leader": 11,
"floor": 3
},
"real_gp1": {
"leader": 1,
"floor": 1
},
"no_real": {
"leader": 0,
"floor": 0
},
"rel_gp": {
"leader": 1,
"floor": 0.4195804195804196
},
"ppg": {
"leader": 42.667,
"floor": 0
},
"rpg": {
"leader": 10.333,
"floor": 0
},
"apg": {
"leader": 17.667,
"floor": 0
},
"spg": {
"leader": 3.9,
"floor": 0
},
"bpg": {
"leader": 4.5,
"floor": 0
},
"tov": {
"leader": 5.5,
"floor": 0
},
"fgm": {
"leader": 18,
"floor": 0
},
"fga": {
"leader": 27.333,
"floor": 0
},
"tpm": {
"leader": 8.375,
"floor": 0
},
"tpa": {
"leader": 12.6,
"floor": 0
},
"win": {
"leader": 9,
"floor": 0
},
"loss": {
"leader": 5,
"floor": 0
},
"orpg": {
"leader": 3.6165499999999997,
"floor": 0
},
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"profile": {
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"model": null,
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"lo": 40,
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"baseline": {
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}PRI99
PRI-ALT98
PRI-W99
PRI-W-ALT99
Games Played1.0000
Scoring Gravity0.5959
Shooting Efficiency0.5653
Efficiency Floor0.9533
Turnovers0.5884
Stocks0.8851
Versatility0.9260
Helios0.9432
Two-Way1.0000
Off-Ball Impact0.9185
Win-Loss0.6364
Steal Signature0.9090
Block Signature0.0000
Handle0.2326
4 profiles · 18 required input fields · v4.0.0rc6
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