Filters — Impact, Cost & P&L

📊 By source — what the gate let through, and what it earned

gate counts from admission_gate_log · P&L joined from paper_universal_ledger (post-gate cohort, entry ≥ 2026-09-21 UTC)

§ Rejected ◀ | ▶ admitted, then realised dollars

A high admit rate is only good news if the money followed

▸ click any source to reveal its filters, their algorithms and knobs, and its observed cadence.

Source	Reject	Admit	Shadow	Admit%	P&L $	$/entry	Win%
🟢 oggy_boost	2,556	320	·	11.1%	$321	$32	60%
Observed cadence 43 gate decisions per day Median gap 5.0m between decisions · "batched" = one scan cycle shares a timestamp Last seen 328.6 hours ago · 2,876 rows on file Realised $321 10 entries · 10 closed · $32 per entry § Which filters hit oggy_boost vol_skip 2,556 89% admitted_for_forward_research_only 307 11% admitted 13 0% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects).
🟢 accum_sig_gmgn_cluster	24	84	·	77.8%	$300	$13	46%
Observed cadence 2 gate decisions per day Median gap 4.6h between decisions · "batched" = one scan cycle shares a timestamp Last seen 0.9 hours ago · 108 rows on file Realised $300 24 entries · 24 closed · $13 per entry § Which filters hit accum_sig_gmgn_cluster admitted_for_forward_research_only 84 78% vol_skip 24 22% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects).
🟢 accum_sig_fresh_swarm	19	86	·	81.9%	$201	$12	47%
Observed cadence 2 gate decisions per day Median gap 3.4h between decisions · "batched" = one scan cycle shares a timestamp Last seen 0.9 hours ago · 105 rows on file Realised $201 17 entries · 17 closed · $12 per entry § Which filters hit accum_sig_fresh_swarm admitted_for_forward_research_only 86 82% vol_skip 19 18% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects).
🟢 kol:plmkn1	30	19	·	38.8%	$152	$25	50%
Observed cadence 30 gate decisions per day Median gap 5.1m between decisions · "batched" = one scan cycle shares a timestamp Last seen 258.3 hours ago · 49 rows on file Realised $152 6 entries · 6 closed · $25 per entry § Which filters hit kol:plmkn1 vol_skip 30 61% admitted_for_forward_research_only 19 39% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects).
🟢 floor_revival	345	144	7	29.0%	$127	$42	33%
Observed cadence 6 gate decisions per day Median gap 5.0m between decisions · "batched" = one scan cycle shares a timestamp Last seen 61.5 hours ago · 496 rows on file Realised $127 3 entries · 3 closed · $42 per entry § Which filters hit floor_revival vol_skip 345 70% admitted_for_forward_research_only 140 28% SHADOW_would_reject_weak_smart_volume 7 1% admitted 4 1% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects). weak_smart_volumeSHADOW · logs onlysurvival-thesis filter WHAT IT CHECKSWould reject when BOTH net smart buy $ in the last hour AND the buy/sell ratio are weak. Missing volume data is UNKNOWN and never a reject. LIVE THRESHOLD`net_usd_1h < $100 AND buy/sell < 2.0 · mode = shadow_log` KNOB TO CHANGE`admission_gate_config.json → weak_smart_volume.min_net_usd_1h / min_buy_sell_ratio / mode` EXCUSED WHENSame exemptions as vol_skip (S-tier whale / fresh large buy). EVIDENCE+3.6pt (n=483) — derived from a POISONED log; being re-proven on clean data before any re-enforce.
🟢 cipher	324	354	13	51.2%	$49	$10	80%
Observed cadence 9 gate decisions per day Median gap 5.7m between decisions · "batched" = one scan cycle shares a timestamp Last seen 8.7 hours ago · 691 rows on file Realised $49 5 entries · 5 closed · $10 per entry § Which filters hit cipher admitted_for_forward_research_only 352 51% vol_skip 311 45% blacklisted 13 2% SHADOW_would_reject_weak_smart_volume 13 2% admitted 2 0% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects). blacklistedLIVE · 0 fired 24hbad-deployer veto WHAT IT CHECKSHard veto: the token's creator is on deployer_intel's blacklist. LIVE THRESHOLD`deployer in DeployerDB blacklist for that chain` KNOB TO CHANGE`deployer_intel DB · admission_gate_config.json → gate_on_veto` EXCUSED WHENNever excused. EVIDENCEConfirmed-bad deployers — categorical, not statistical. weak_smart_volumeSHADOW · logs onlysurvival-thesis filter WHAT IT CHECKSWould reject when BOTH net smart buy $ in the last hour AND the buy/sell ratio are weak. Missing volume data is UNKNOWN and never a reject. LIVE THRESHOLD`net_usd_1h < $100 AND buy/sell < 2.0 · mode = shadow_log` KNOB TO CHANGE`admission_gate_config.json → weak_smart_volume.min_net_usd_1h / min_buy_sell_ratio / mode` EXCUSED WHENSame exemptions as vol_skip (S-tier whale / fresh large buy). EVIDENCE+3.6pt (n=483) — derived from a POISONED log; being re-proven on clean data before any re-enforce.
🟢 kol:lowtaxsolana	19	10	·	34.5%	$39	$4	56%
Observed cadence 8 gate decisions per day Median gap 5.1m between decisions · "batched" = one scan cycle shares a timestamp Last seen 3.9 hours ago · 29 rows on file Realised $39 9 entries · 9 closed · $4 per entry § Which filters hit kol:lowtaxsolana vol_skip 19 66% admitted_for_forward_research_only 10 34% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects).
🟢 smartmoney	1,599	464	·	22.5%	$28	$7	50%
Observed cadence 28 gate decisions per day Median gap 5.0m between decisions · "batched" = one scan cycle shares a timestamp Last seen 169.8 hours ago · 2,063 rows on file Realised $28 4 entries · 4 closed · $7 per entry § Which filters hit smartmoney vol_skip 1,594 77% admitted_for_forward_research_only 452 22% admitted 12 1% blacklisted 5 0% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects). blacklistedLIVE · 0 fired 24hbad-deployer veto WHAT IT CHECKSHard veto: the token's creator is on deployer_intel's blacklist. LIVE THRESHOLD`deployer in DeployerDB blacklist for that chain` KNOB TO CHANGE`deployer_intel DB · admission_gate_config.json → gate_on_veto` EXCUSED WHENNever excused. EVIDENCEConfirmed-bad deployers — categorical, not statistical.
🟢 accum_sig_bundled	7	6	·	46.2%	$22	$7	67%
Observed cadence 0 gate decisions per day Median gap 20.1m between decisions · "batched" = one scan cycle shares a timestamp Last seen 407.6 hours ago · 13 rows on file Realised $22 3 entries · 3 closed · $7 per entry § Which filters hit accum_sig_bundled vol_skip 7 54% admitted_for_forward_research_only 6 46% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects).
🟢 kol:tailzgainz	13	24	·	64.9%	$17	$9	100%
Observed cadence 17 gate decisions per day Median gap 5.1m between decisions · "batched" = one scan cycle shares a timestamp Last seen 1.9 hours ago · 37 rows on file Realised $17 2 entries · 2 closed · $9 per entry § Which filters hit kol:tailzgainz admitted_for_forward_research_only 24 65% vol_skip 13 35% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects).
🟢 accum_sig_flow_div	0	64	·	100.0%	$6	$0	23%
Observed cadence 1 gate decisions per day Median gap 11.4h between decisions · "batched" = one scan cycle shares a timestamp Last seen 0.9 hours ago · 64 rows on file Realised $6 13 entries · 13 closed · $0 per entry § Which filters hit accum_sig_flow_div admitted_for_forward_research_only 64 100% § The algorithms behind those filters No tunable filter spec fired on this source - its rows are scope labels or upstream vetoes, so there is no threshold here to turn.
🟢 kol:onchain_messiah	6	11	·	64.7%	$4	$1	25%
Observed cadence 3 gate decisions per day Median gap 6.0m between decisions · "batched" = one scan cycle shares a timestamp Last seen 158.7 hours ago · 17 rows on file Realised $4 4 entries · 4 closed · $1 per entry § Which filters hit kol:onchain_messiah admitted_for_forward_research_only 11 65% vol_skip 6 35% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects).
🟢 fomo_curated	8	386	·	98.0%	$4	$4	100%
Observed cadence 6 gate decisions per day Median gap 30.1m between decisions · "batched" = one scan cycle shares a timestamp Last seen 253.7 hours ago · 394 rows on file Realised $4 1 entries · 1 closed · $4 per entry § Which filters hit fomo_curated admitted_for_forward_research_only 339 86% admitted 47 12% vol_skip 8 2% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects).
⚪ momentum_scalp	3	1,630	·	99.8%	·	·	·
Observed cadence 84 gate decisions per day Median gap 12.6m between decisions · "batched" = one scan cycle shares a timestamp Last seen 1481.7 hours ago · 1,633 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit momentum_scalp admitted_for_forward_research_only 1,494 91% admitted 136 8% blacklisted 3 0% § The algorithms behind those filters blacklistedLIVE · 0 fired 24hbad-deployer veto WHAT IT CHECKSHard veto: the token's creator is on deployer_intel's blacklist. LIVE THRESHOLD`deployer in DeployerDB blacklist for that chain` KNOB TO CHANGE`deployer_intel DB · admission_gate_config.json → gate_on_veto` EXCUSED WHENNever excused. EVIDENCEConfirmed-bad deployers — categorical, not statistical.
⚪ sniper	1,052	69	·	6.2%	·	·	·
Observed cadence 55 gate decisions per day Median gap 5.1m between decisions · "batched" = one scan cycle shares a timestamp Last seen 1462.8 hours ago · 1,121 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit sniper vol_skip 1,052 94% admitted_for_forward_research_only 68 6% admitted 1 0% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects).
⚪ trench	228	53	·	18.9%	·	·	·
Observed cadence 4 gate decisions per day Median gap 5.1m between decisions · "batched" = one scan cycle shares a timestamp Last seen 161.7 hours ago · 281 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit trench vol_skip 228 81% admitted_for_forward_research_only 53 19% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects).
⚪ clu:sapphy	50	224	·	81.8%	·	·	·
Observed cadence 4 gate decisions per day Median gap 60.2m between decisions · "batched" = one scan cycle shares a timestamp Last seen 366.4 hours ago · 274 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit clu:sapphy admitted_for_forward_research_only 196 72% vol_skip 50 18% admitted 28 10% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects).
⚪ clu:dowville	106	149	·	58.4%	·	·	·
Observed cadence 3 gate decisions per day Median gap 30.1m between decisions · "batched" = one scan cycle shares a timestamp Last seen 103.9 hours ago · 255 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit clu:dowville admitted_for_forward_research_only 135 53% vol_skip 106 42% admitted 14 5% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects).
⚪ volume_spike	97	137	·	58.5%	·	·	·
Observed cadence 6 gate decisions per day Median gap 1.6h between decisions · "batched" = one scan cycle shares a timestamp Last seen 913.4 hours ago · 234 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit volume_spike admitted_for_forward_research_only 136 58% vol_skip 97 41% admitted 1 0% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects).
⚪ kol:michacalls	0	167	·	100.0%	·	·	·
Observed cadence 8 gate decisions per day Median gap 80.0m between decisions · "batched" = one scan cycle shares a timestamp Last seen 1473.2 hours ago · 167 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit kol:michacalls admitted_for_forward_research_only 157 94% admitted 10 6% § The algorithms behind those filters No tunable filter spec fired on this source - its rows are scope labels or upstream vetoes, so there is no threshold here to turn.
⚪ side_walker	0	0	144	0.0%	·	·	·
Observed cadence 7 gate decisions per day Median gap 4.8m between decisions · "batched" = one scan cycle shares a timestamp Last seen 189.8 hours ago · 144 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit side_walker SHADOW_would_reject_weak_smart_volume 144 100% § The algorithms behind those filters weak_smart_volumeSHADOW · logs onlysurvival-thesis filter WHAT IT CHECKSWould reject when BOTH net smart buy $ in the last hour AND the buy/sell ratio are weak. Missing volume data is UNKNOWN and never a reject. LIVE THRESHOLD`net_usd_1h < $100 AND buy/sell < 2.0 · mode = shadow_log` KNOB TO CHANGE`admission_gate_config.json → weak_smart_volume.min_net_usd_1h / min_buy_sell_ratio / mode` EXCUSED WHENSame exemptions as vol_skip (S-tier whale / fresh large buy). EVIDENCE+3.6pt (n=483) — derived from a POISONED log; being re-proven on clean data before any re-enforce.
⚪ wc:opva_cabal	0	0	111	0.0%	·	·	·
Observed cadence 95 gate decisions per day Median gap 0s between decisions · "batched" = one scan cycle shares a timestamp Last seen 644.2 hours ago · 111 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit wc:opva_cabal SHADOW_would_reject_weak_smart_volume 111 100% § The algorithms behind those filters weak_smart_volumeSHADOW · logs onlysurvival-thesis filter WHAT IT CHECKSWould reject when BOTH net smart buy $ in the last hour AND the buy/sell ratio are weak. Missing volume data is UNKNOWN and never a reject. LIVE THRESHOLD`net_usd_1h < $100 AND buy/sell < 2.0 · mode = shadow_log` KNOB TO CHANGE`admission_gate_config.json → weak_smart_volume.min_net_usd_1h / min_buy_sell_ratio / mode` EXCUSED WHENSame exemptions as vol_skip (S-tier whale / fresh large buy). EVIDENCE+3.6pt (n=483) — derived from a POISONED log; being re-proven on clean data before any re-enforce.
⚪ kien_conv	12	39	·	76.5%	·	·	·
Observed cadence 2 gate decisions per day Median gap 3.4h between decisions · "batched" = one scan cycle shares a timestamp Last seen 1352.2 hours ago · 51 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit kien_conv admitted_for_forward_research_only 34 67% vol_skip 12 24% admitted 5 10% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects).
⚪ clu:sapphy+shadow_dowville	0	27	·	100.0%	·	·	·
Observed cadence 4 gate decisions per day Median gap 5.0h between decisions · "batched" = one scan cycle shares a timestamp Last seen 1766.2 hours ago · 27 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit clu:sapphy+shadow_dowville admitted_for_forward_research_only 24 89% admitted 3 11% § The algorithms behind those filters No tunable filter spec fired on this source - its rows are scope labels or upstream vetoes, so there is no threshold here to turn.
⚪ clu:gitlawb+sapphy	0	23	·	100.0%	·	·	·
Observed cadence 3 gate decisions per day Median gap 7.3h between decisions · "batched" = one scan cycle shares a timestamp Last seen 1726.8 hours ago · 23 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit clu:gitlawb+sapphy admitted_for_forward_research_only 23 100% § The algorithms behind those filters No tunable filter spec fired on this source - its rows are scope labels or upstream vetoes, so there is no threshold here to turn.
⚪ wc:token_cabal	0	0	16	0.0%	·	·	·
Observed cadence 118 gate decisions per day Median gap 4.9m between decisions · "batched" = one scan cycle shares a timestamp Last seen 665.2 hours ago · 16 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit wc:token_cabal SHADOW_would_reject_weak_smart_volume 16 100% § The algorithms behind those filters weak_smart_volumeSHADOW · logs onlysurvival-thesis filter WHAT IT CHECKSWould reject when BOTH net smart buy $ in the last hour AND the buy/sell ratio are weak. Missing volume data is UNKNOWN and never a reject. LIVE THRESHOLD`net_usd_1h < $100 AND buy/sell < 2.0 · mode = shadow_log` KNOB TO CHANGE`admission_gate_config.json → weak_smart_volume.min_net_usd_1h / min_buy_sell_ratio / mode` EXCUSED WHENSame exemptions as vol_skip (S-tier whale / fresh large buy). EVIDENCE+3.6pt (n=483) — derived from a POISONED log; being re-proven on clean data before any re-enforce.
⚪ kol:reapergamble	15	0	·	0.0%	·	·	·
Observed cadence 9 gate decisions per day Median gap 5.1m between decisions · "batched" = one scan cycle shares a timestamp Last seen 44.3 hours ago · 15 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit kol:reapergamble vol_skip 15 100% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects).
⚪ clu:monaco_messiah	0	14	·	100.0%	·	·	·
Observed cadence 0 gate decisions per day Median gap 10.0h between decisions · "batched" = one scan cycle shares a timestamp Last seen 1209.1 hours ago · 14 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit clu:monaco_messiah admitted_for_forward_research_only 14 100% § The algorithms behind those filters No tunable filter spec fired on this source - its rows are scope labels or upstream vetoes, so there is no threshold here to turn.
⚪ clu:gitlawb+shadow_dowvill	0	12	·	100.0%	·	·	·
Observed cadence 0 gate decisions per day Median gap 10.9h between decisions · "batched" = one scan cycle shares a timestamp Last seen 1245.6 hours ago · 12 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit clu:gitlawb+shadow_dowvill admitted_for_forward_research_only 12 100% § The algorithms behind those filters No tunable filter spec fired on this source - its rows are scope labels or upstream vetoes, so there is no threshold here to turn.
⚪ wc:fomo:fomomaster	0	0	12	0.0%	·	·	·
Observed cadence 1151 gate decisions per day Median gap 0s between decisions · "batched" = one scan cycle shares a timestamp Last seen 646.6 hours ago · 12 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit wc:fomo:fomomaster SHADOW_would_reject_weak_smart_volume 12 100% § The algorithms behind those filters weak_smart_volumeSHADOW · logs onlysurvival-thesis filter WHAT IT CHECKSWould reject when BOTH net smart buy $ in the last hour AND the buy/sell ratio are weak. Missing volume data is UNKNOWN and never a reject. LIVE THRESHOLD`net_usd_1h < $100 AND buy/sell < 2.0 · mode = shadow_log` KNOB TO CHANGE`admission_gate_config.json → weak_smart_volume.min_net_usd_1h / min_buy_sell_ratio / mode` EXCUSED WHENSame exemptions as vol_skip (S-tier whale / fresh large buy). EVIDENCE+3.6pt (n=483) — derived from a POISONED log; being re-proven on clean data before any re-enforce.
⚪ clu:traderpow	0	10	·	100.0%	·	·	·
Observed cadence 1 gate decisions per day Median gap 6.3h between decisions · "batched" = one scan cycle shares a timestamp Last seen 1527.2 hours ago · 10 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit clu:traderpow admitted_for_forward_research_only 9 90% admitted 1 10% § The algorithms behind those filters No tunable filter spec fired on this source - its rows are scope labels or upstream vetoes, so there is no threshold here to turn.
⚪ clu:gitlawb+traderpow	0	9	·	100.0%	·	·	·
Observed cadence 4 gate decisions per day Median gap 6.0h between decisions · "batched" = one scan cycle shares a timestamp Last seen 1893.3 hours ago · 9 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit clu:gitlawb+traderpow admitted 5 56% admitted_for_forward_research_only 4 44% § The algorithms behind those filters No tunable filter spec fired on this source - its rows are scope labels or upstream vetoes, so there is no threshold here to turn.
⚪ kol:batman_gem	0	7	·	100.0%	·	·	·
Observed cadence 1 gate decisions per day Median gap 28.8h between decisions · "batched" = one scan cycle shares a timestamp Last seen 1721.8 hours ago · 7 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit kol:batman_gem admitted_for_forward_research_only 7 100% § The algorithms behind those filters No tunable filter spec fired on this source - its rows are scope labels or upstream vetoes, so there is no threshold here to turn.
⚪ kol:bruisersgambles	0	6	·	100.0%	·	·	·
Observed cadence 1 gate decisions per day Median gap 14.7h between decisions · "batched" = one scan cycle shares a timestamp Last seen 1725.8 hours ago · 6 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit kol:bruisersgambles admitted_for_forward_research_only 5 83% admitted 1 17% § The algorithms behind those filters No tunable filter spec fired on this source - its rows are scope labels or upstream vetoes, so there is no threshold here to turn.
⚪ clu:gitlawb	0	5	·	100.0%	·	·	·
Observed cadence 2 gate decisions per day Median gap 17.0h between decisions · "batched" = one scan cycle shares a timestamp Last seen 1729.8 hours ago · 5 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit clu:gitlawb admitted_for_forward_research_only 5 100% § The algorithms behind those filters No tunable filter spec fired on this source - its rows are scope labels or upstream vetoes, so there is no threshold here to turn.
⚪ kol:thereapergems	0	5	·	100.0%	·	·	·
Observed cadence 356 gate decisions per day Median gap 5.1m between decisions · "batched" = one scan cycle shares a timestamp Last seen 293.3 hours ago · 5 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit kol:thereapergems admitted_for_forward_research_only 5 100% § The algorithms behind those filters No tunable filter spec fired on this source - its rows are scope labels or upstream vetoes, so there is no threshold here to turn.
⚪ kol:akioblocks	4	1	·	20.0%	·	·	·
Observed cadence 358 gate decisions per day Median gap 5.1m between decisions · "batched" = one scan cycle shares a timestamp Last seen 99.6 hours ago · 5 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit kol:akioblocks vol_skip 4 80% admitted_for_forward_research_only 1 20% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects).
⚪ stealth_conv	4	0	·	0.0%	·	·	·
Observed cadence 306 gate decisions per day Median gap 5.0m between decisions · "batched" = one scan cycle shares a timestamp Last seen 1872.7 hours ago · 4 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit stealth_conv vol_skip 4 100% § The algorithms behind those filters vol_skipLIVE · rejectingcrowded-volume filter WHAT IT CHECKSRejects tokens whose buying is already crowded. Two ratios are banded LOW/MID/HIGH: net-buy volume 1h ÷ mcap, and volume turnover ÷ mcap. LOW=+1, HIGH=−1, MID=0. Grade A(≥2) and B(1) pass; C(0) and D(<0) are rejected — so MID+MID is rejected. LIVE THRESHOLD`net_buy_vol_1h/mcap: LOW ≤ 0.0075 · HIGH > 0.0435 \| turnover/mcap: LOW ≤ 2.636 · HIGH > 10.24` KNOB TO CHANGE`volume_gate_config.json → bands.*.low_max / high_min · admission_gate_config.json → gate_on_volume_skip` EXCUSED WHENExcused if an S-tier whale is in the signal (True) or a fresh wallet buys ≥ $1500 AND ≥ 0.5% of mcap. EVIDENCEIC −0.186 (n=1,612); ratio ceiling lifted expectancy −$12.90 → −$1.91 (n=103). Measured 260726, IN-SAMPLE, before the latency/receipt fixes. WARN volume_gate_config.json still says shadow_only:true — STALE. It IS enforced (see the 24h rejects).
⚪ kol:maestrosdegen	0	4	·	100.0%	·	·	·
Observed cadence 1 gate decisions per day Median gap 3.1h between decisions · "batched" = one scan cycle shares a timestamp Last seen 1713.6 hours ago · 4 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit kol:maestrosdegen admitted_for_forward_research_only 4 100% § The algorithms behind those filters No tunable filter spec fired on this source - its rows are scope labels or upstream vetoes, so there is no threshold here to turn.
⚪ clu:sapphy+traderpow	0	4	·	100.0%	·	·	·
Observed cadence 2 gate decisions per day Median gap 6.2m between decisions · "batched" = one scan cycle shares a timestamp Last seen 1736.0 hours ago · 4 rows on file Realised $0 0 entries · 0 closed · · per entry § Which filters hit clu:sapphy+traderpow admitted_for_forward_research_only 4 100% § The algorithms behind those filters No tunable filter spec fired on this source - its rows are scope labels or upstream vetoes, so there is no threshold here to turn.

rejected / losing admitted profitable bars log-scaled · P&L is all-time realised, gate counts are the log's full span

§ Reading this table

The two halves cover different spans. Gate counts come from admission_gate_log; P&L comes from the ledger, which reaches further back. Compare sources against each other, not the absolute totals.
P&L is summed over ledger LEGS, so BAG legs double-count (#1344, ~33% N inflation). The canonical book collapses them. Rank with this, never quote the total.
A 99% admit rate is not a compliment — it means the gate is not selecting on that source at all. Look for high admit rate paired with negative $/entry: that is a filter doing nothing while the source bleeds.
$/entry is the ranking column. Rejection volume flatters a filter; dollars per admitted entry does not.