🎯 Curated Picks — Top 3 Per Asset Class

Generated May 24, 2026 · 1:53 AM EDT (05:53 UTC) · Source: tournament_picks (3,149 picks, 34 models) · Forward-tested only — synthetic and backtest picks excluded.

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NOT FINANCIAL ADVICE. This page is published for educational and research purposes only. Nothing here is a recommendation to buy, sell, or hold any security, derivative, cryptocurrency, or other financial instrument. Past performance — including forward-test win rates and sample sizes shown below — does not guarantee future results. You are solely responsible for your own investment decisions. Do your own research and, where appropriate, consult a licensed financial professional.

EQUITY FORWARD-TESTED

#	Symbol	Dir	Entry	TP	SL	Conf	R:R	Proof
🥇	MSFT	LONG	$447.89	$481.35	$426.86	30%	1.6	WR 58% · n=164
🥈	XOM	SHORT	$116.91	$108.78	$120.82	30%	2.1	WR 58% · n=164
🥉	MSFT	LONG	$444.53	$475.23	$423.63	50%	1.5	WR 58% · n=164

Persona: momentum_breakout. Deep value also proven (60% WR, +1.07% PnL). Note: MSFT appears in rank 1 and rank 3 — same persona, two confidence tiers.

CRYPTO FORWARD-TESTED

#	Symbol	Dir	Entry	TP	SL	Conf	R:R	Proof
🥇	AVAXUSDT	SHORT	$22.83	$21.29	$23.68	80%	1.8	WR 65% · n=23
🥈	SOLUSDT	LONG	$157.39	$169.60	$151.56	50%	2.1	WR 65% · n=23
🥉	ETHUSDT	SHORT	$2,150.54	$1,952.29	$2,267.83	50%	1.7	WR 65% · n=23

Persona: vol_arb. n=23 is small — size cautiously.

ETF FORWARD-TESTED DUPLICATE SYMBOL

#	Symbol	Dir	Entry	TP	SL	Conf	R:R	Proof
🥇	SPY	SHORT	$726.80	$695.19	$743.52	80%	1.9	WR 65% · n=23 · vol_arb
🥈	GLD	LONG	$257.93	$267.86	$249.45	80%	1.2	WR 65% · n=23 · vol_arb
🥉	GLD	LONG	$259.24	$269.53	$251.42	30%	1.3	WR 58% · n=164 · momentum_breakout

Why GLD appears twice (rank 2 & rank 3): these are two independent signals on the same ticker from different personas — rank 2 from vol_arb (80% conf, WR 65%, n=23), rank 3 from momentum_breakout (30% conf, WR 58%, n=164) — with different entry/TP/SL bands. The ranker sorts by persona_WR × n and does not deduplicate by symbol, so when two personas both vote a ticker into the top-N it can occupy multiple slots. Treat them as one position, not two. Fix in the generator: add a per-symbol dedup pass keeping the higher persona-score row.

COMMODITY FORWARD-TESTED

#	Symbol	Dir	Entry	TP	SL	Conf	R:R	Proof
🥇	CL=F	SHORT	$68.25	$65.94	$70.46	80%	1.1	WR 65% · n=23
🥈	NG=F	SHORT	$3.90	$3.72	$4.02	30%	1.5	WR 65% · n=23
🥉	SI=F	SHORT	$34.93	$33.38	$36.07	50%	1.4	WR 65% · n=23

CL=F has the best liquidity of commodity futures. All three are SHORT — check for one-sided regime bias before sizing.

BOND FORWARD-TESTED

#	Symbol	Dir	Entry	TP	SL	Conf	R:R	Proof
🥇	TLT	LONG	$87.66	$90.79	$85.93	80%	1.8	WR 65% · n=23
🥈	IEF	LONG	$91.98	$94.40	$90.47	50%	1.6	WR 58% · n=164
🥉	SHY	SHORT	$80.27	$78.25	$82.31	80%	1.0	WR 58% · n=164

⚠️ BOND class WARNED (-0.14% avg PnL). Size at 50% of normal allocation.

PENNY / CHEAP STOCKS BUILDING

#	Symbol	Dir	Entry	TP	SL	Conf	R:R	Proof
🥇	MVST	LONG	$1.80	$2.40	$1.58	80%	2.7	0 RESOLVED
🥈	KULR	LONG	$2.20	$3.00	$1.90	50%	2.7	0 RESOLVED
🥉	QBTS	LONG	$1.50	$2.00	$1.32	80%	2.8	0 RESOLVED

No resolved data yet. 7-day window. First resolution May 31. Paper-only until proven.

FUTURES BUILDING

#	Symbol	Dir	Entry	TP	SL	Conf	R:R	Proof
🥇	ES=F	LONG	5,600.00	5,800.00	5,500.00	80%	2.0	0 RESOLVED
🥈	GC=F	LONG	2,500.00	2,650.00	2,400.00	50%	1.5	0 RESOLVED
🥉	CL=F	SHORT	73.00	70.00	75.00	50%	1.5	0 RESOLVED

No resolved data yet. 14-day window. First resolution Jun 8. Paper-only.

⚠️ FOREX — Zero Allocation

BLOCKED by kill gate. 253 resolved picks, 57.3% WR, −0.39% avg PnL. Statistical trap confirmed — many small wins, occasional large losers. No picks shown until asymmetric TP/SL fix is validated.

Methodology

Data: tournament_picks table (MySQL ejaguiar1_stocks), forward-test only.
Excluded: SYNTHETIC_SEED_ENRICHED, BACKTEST_VERIFIED, regime_adaptive (old pipeline data).
Excluded: killed personas (ml_pattern, relative_strength, dividend_compound).
Ranked by persona_WR × n_resolved (proven forward-test edge). Known limitation: no per-symbol dedup — see ETF/GLD note above.
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