π Cumulative Trajectory β Project-Level View
Cumulative numbers aggregate gate versions of different rule compositions. N (count) and per-metric stability are gate-agnostic and statistically valid to sum. Excess vs control is weighted by n_combined per gate; market-regime drift may bias the sum. Cumulative WIN RATE is intentionally NOT shown β denominator depends on gate composition (loose vs tight gates pass different ticker counts; pooling produces a misleading scalar). See references/COMBINED_SIGNAL_LAYER_DESIGN.md for the full methodology.
1οΈβ£ Cumulative N (count of recommendations)
2,592 total Β· 79 formal Β· 2,513 shadow
Per-gate breakdown (9 gates)
| Gate | Title | Status | Formal | Shadow | Combined |
|---|---|---|---|---|---|
| v5_pretrack | Pretracking 5-rule v5 (placeholder gate) | retired | 8 | 0 | 8 |
| v4_pretrack | Pretracking 6-rule v2 (FCF-EBITDA+ROIC-FCF) | retired | 12 | 0 | 12 |
| v3_pretrack | Pretracking 6-rule v1 | retired | 15 | 0 | 15 |
| v12 | User Curated Lean Gate | active | 16 | 220 | 236 |
| v10 | New Metrics Gate | retired | 16 | 482 | 498 |
| v9 | Watson-ROIC Reintroduction | retired | 2 | 1,811 | 1,813 |
| v8 | Weighted FCF + P/S-P/C Rebalance | retired | 4 | 0 | 4 |
| v7 | FCF-EBITDA Convergence Swap | retired | 6 | 0 | 6 |
| v6 | Close Call Decision Combo | retired | 0 | 0 | 0 |
2οΈβ£ Cumulative Excess vs Control (weighted by N)
-15.76% across 2,592 recommendations
Excess vs control group, weighted by n_combined per gate. Spans bullβflat market periods (MarβApr 2026).
Per-gate breakdown
| Gate | N | Excess (pp) |
|---|---|---|
| v5_pretrack | 8 | -15.42% |
| v4_pretrack | 12 | -19.97% |
| v3_pretrack | 15 | -20.86% |
| v12 | 236 | -18.00% |
| v10 | 498 | -19.85% |
| v9 | 1,813 | -14.25% |
| v8 | 4 | -26.92% |
| v7 | 6 | -16.42% |
| v6 | 0 | β |
3οΈβ£ Per-Metric Direction Stability (gate-agnostic)
71 metrics scored by Signal Intelligence Layer Β· top 10 shown
Per-metric direction stability is gate-agnostic by design (SYSTEM_STANDARDS Β§3). Aggregation across gate versions is statistically valid.
| Metric | Stars | Confidence | MPS |
|---|---|---|---|
| fcf efficency | β β β β β | 96 | A |
| rsi-net ebitda signal | β β β β β | 80 | A |
| quality value score | β β β β β | 78 | B |
| p/b | β β β β β | 78 | A |
| capital return spread | β β β β β | 75 | C |
| weighted fcf efficiency | β β β β β | 71 | C |
| fcf quality score | β β β β β | 70 | C |
| roi | β β β β β | 70 | A |
| roic | β β β β β | 69 | A |
| risk to value growth | β β β β β | 67 | B |
π Worked Example: v9 β v10 transition β Composition shifted
Both gates' returns shown side-by-side AND combined β illustrates apples-to-apples math vs composition-shift risk.
| Gate | Title | N | Excess vs Control (pp) |
|---|---|---|---|
| v9 | Watson-ROIC Reintroduction | 1,813 | -14.25% |
| v10 | New Metrics Gate | 498 | -19.85% |
| Combined (weighted by N) | 2,311 | -15.45% | |
C v12 #949 User Curated Lean Gate 50% win Β· +5.8% avg Β· n=228 β ACTIVE
π§± Composition (5 rules Β· stars + separation per rule)
RSI-Net EBITDA Signalβ β β β β 20.9pp Β· strongβ₯ 235.97 (higher wins)49% data
direction: higher wins
MPS grade: C
SIL confidence: 80/100
Control separation (sep_pp): -20.90pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
FCF Efficencyβ β β β β 12.4pp Β· strongβ€ 0.07 (lower wins)47% data
direction: lower wins
MPS grade: A
SIL confidence: 96/100
Control separation (sep_pp): -12.42pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
ROIC-EBITDA Quality Compositeβ β β β β 2.2pp Β· moderateβ₯ 163.66 (higher wins)44% data
direction: higher wins
MPS grade: F
SIL confidence: 41/100
Control separation (sep_pp): -2.24pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
Avg. EPS Growthβ β β β β 13.0pp Β· strongβ₯ 32.77 (higher wins)71% data
direction: higher wins
MPS grade: B
SIL confidence: 55/100
Control separation (sep_pp): +13.02pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: higher
FCF Quality Scoreβ β β β β 12.3pp Β· strongβ€ 0.32 (lower wins)33% data
direction: lower wins
MPS grade: C
SIL confidence: 70/100
Control separation (sep_pp): -12.29pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
π Performance (Real Money + Shadow + Combined)
πͺ£ Profile (buckets + coverage)
C v10 #8473 New Metrics Gate 52% win Β· +3.5% avg Β· n=485 βΈ RETIRED
π§± Composition (5 rules Β· stars + separation per rule)
Quality Value Scoreβ β β β β 10.9pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: B
SIL confidence: 78/100
Control separation (sep_pp): -10.93pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
FCF Efficencyβ β β β β 12.4pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: A
SIL confidence: 96/100
Control separation (sep_pp): -12.42pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
FCF-EBITDA Convergence Scoreβ β β β β 8.2pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: C
SIL confidence: 47/100
Control separation (sep_pp): -8.20pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
EPS-ROA PE Scoreβ β β β β 8.2pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
SIL confidence: 53/100
Control separation (sep_pp): +8.17pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: higher
ROI Liquidity / FCFβ β β β β 1.0pp Β· weakthreshold n/acoverage n/a
direction: unknown wins
MPS grade: C
SIL confidence: 20/100
Control separation (sep_pp): -0.96pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
π Performance (Real Money + Shadow + Combined)
πͺ£ Profile (buckets + coverage)
D v9 #7600 Watson-ROIC Reintroduction 45% win Β· +9.4% avg Β· n=1811 βΈ RETIRED
π§± Composition (5 rules Β· stars + separation per rule)
Quality Value Scoreβ β β β β 10.9pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: B
SIL confidence: 78/100
Control separation (sep_pp): -10.93pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
FCF Efficencyβ β β β β 12.4pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: A
SIL confidence: 96/100
Control separation (sep_pp): -12.42pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
FCF-EBITDA Convergence Scoreβ β β β β 8.2pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: C
SIL confidence: 47/100
Control separation (sep_pp): -8.20pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
P/S v P/C Multipleβ β β β β 26.2pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: C
SIL confidence: 52/100
Control separation (sep_pp): -26.18pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
Watson-ROIC Confidence Indexβ β β β β 0.0pp Β· noisethreshold n/acoverage n/a
direction: unknown wins
MPS grade: D
SIL confidence: 7/100
Control separation (sep_pp): +0.00pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
π Performance (Real Money + Shadow + Combined)
πͺ£ Profile (buckets + coverage)
? v8 #5031 Weighted FCF + P/S-P/C Rebalance 0% win Β· -5.3% avg Β· n=3 βΈ RETIRED
π§± Composition (5 rules Β· stars + separation per rule)
Weighted FCF Efficiencyβ β β β β 8.9pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: C
SIL confidence: 71/100
Control separation (sep_pp): -8.90pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
SM Watson 5β β β β β 5.8pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: C
SIL confidence: 42/100
Control separation (sep_pp): -5.78pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
Quality Value Scoreβ β β β β 10.9pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: B
SIL confidence: 78/100
Control separation (sep_pp): -10.93pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
P/S v P/C Multipleβ β β β β 26.2pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: C
SIL confidence: 52/100
Control separation (sep_pp): -26.18pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
PEG Adj. Hybrid Growthβ β β β β 1.2pp Β· weakthreshold n/acoverage n/a
direction: unknown wins
MPS grade: C
SIL confidence: 24/100
Control separation (sep_pp): -1.22pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
π Performance (Real Money + Shadow + Combined)
πͺ£ Profile (buckets + coverage)
β v6 #β Close Call Decision Combo no priced data yet βΈ RETIRED
π§± Composition (5 rules Β· stars + separation per rule)
FCF Quality Scoreβ β β β β 12.3pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: C
SIL confidence: 70/100
Control separation (sep_pp): -12.29pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
SM Watson 5β β β β β 5.8pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: C
SIL confidence: 42/100
Control separation (sep_pp): -5.78pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
PFCF v EBITDAβ β β β β 7.5pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: D
SIL confidence: 52/100
Control separation (sep_pp): -7.53pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
ROIC/Ebitda Spreadβ β β β β 1.4pp Β· weakthreshold n/acoverage n/a
direction: unknown wins
MPS grade: A
SIL confidence: 60/100
Control separation (sep_pp): +1.36pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: higher
Quality Value Scoreβ β β β β 10.9pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: B
SIL confidence: 78/100
Control separation (sep_pp): -10.93pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
π Performance (Real Money + Shadow + Combined)
πͺ£ Profile (buckets + coverage)
A v7 #4920 FCF-EBITDA Convergence Swap 100% win Β· +6.5% avg Β· n=6 βΈ RETIRED
π§± Composition (5 rules Β· stars + separation per rule)
FCF Quality Scoreβ β β β β 12.3pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: C
SIL confidence: 70/100
Control separation (sep_pp): -12.29pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
SM Watson 5β β β β β 5.8pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: C
SIL confidence: 42/100
Control separation (sep_pp): -5.78pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
PFCF v EBITDAβ β β β β 7.5pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: D
SIL confidence: 52/100
Control separation (sep_pp): -7.53pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
FCF-EBITDA Convergence Scoreβ β β β β 8.2pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: C
SIL confidence: 47/100
Control separation (sep_pp): -8.20pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
Quality Value Scoreβ β β β β 10.9pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: B
SIL confidence: 78/100
Control separation (sep_pp): -10.93pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
π Performance (Real Money + Shadow + Combined)
πͺ£ Profile (buckets + coverage)
A v5_pretrack #7814 Pretracking 5-rule v5 (placeholder gate) 75% win Β· +7.5% avg Β· n=8 βΈ RETIRED
π§± Composition (5 rules Β· stars + separation per rule)
FCF Qualityβ n/asep n/athreshold n/acoverage n/a
direction: unknown wins
SM Watson 5β β β β β 5.8pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: C
SIL confidence: 42/100
Control separation (sep_pp): -5.78pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: lower
PFCF vEBITDAβ n/asep n/athreshold n/acoverage n/a
direction: unknown wins
ROIC/Ebitda Spreadβ β β β β 1.4pp Β· weakthreshold n/acoverage n/a
direction: unknown wins
MPS grade: A
SIL confidence: 60/100
Control separation (sep_pp): +1.36pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: higher
Mrkt Mispriceβ β β β β 6.7pp Β· strongthreshold n/acoverage n/a
direction: unknown wins
MPS grade: D
SIL confidence: 38/100
Control separation (sep_pp): +6.65pp (return spread between high-scoring and low-scoring tickers in the 500-stock control group β current snapshot, not the historical value at gate retirement)
Control direction: higher
π Performance (Real Money + Shadow + Combined)
πͺ£ Profile (buckets + coverage)
B v4_pretrack #4772 Pretracking 6-rule v2 (FCF-EBITDA+ROIC-FCF) 71% win Β· +5.1% avg Β· n=7 βΈ RETIRED
π§± Composition (6 rules Β· stars + separation per rule)
partial: FCF-EBITDAβ n/asep n/athreshold n/acoverage n/a
direction: unknown wins
ROIC-FCFβ n/asep n/athreshold n/acoverage n/a
direction: unknown wins
+4 unknownβ n/asep n/athreshold n/acoverage n/a
direction: unknown wins
π Performance (Real Money + Shadow + Combined)
πͺ£ Profile (buckets + coverage)
C v3_pretrack #1539 Pretracking 6-rule v1 57% win Β· +2.1% avg Β· n=7 βΈ RETIRED
π§± Composition (6 rules Β· stars + separation per rule)
unknownβ n/asep n/athreshold n/acoverage n/a
direction: unknown wins