TradingAgents/results/discovery/2026-04-08/run_14_09_20/discovery_result.json

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{
"trade_date": "2026-04-08",
"tickers": [
"ALB",
"AMAT",
"APA",
"AA",
"AMD",
"AVGO",
"AKAM",
"ADM",
"AME",
"BAC",
"SVRE",
"SVC",
"OSCR",
"BNR",
"ECAT",
"HMH",
"RPAY",
"FGBI",
"VVOS",
"EJH",
"SCVL",
"ANVS",
"GF",
"FUL",
"HUIZ",
"PRHI",
"LCFY",
"MKZR",
"XZO",
"SWZ",
"TMUS",
"ANET",
"PEP",
"NFLX",
"MS",
"CSCO",
"PANW",
"CRWD",
"ADI",
"TSLA",
"AMZN",
"GOOGL",
"META",
"NVDA",
"IBM",
"MSFT",
"AAPL",
"GOOG",
"ORCL",
"AXP",
"EIX",
"HBAN",
"AIMD",
"GME",
"ALCJ",
"TACO",
"BYD",
"US",
"CBC",
"CLW",
"RIP",
"THEN",
"II"
],
"filtered_tickers": [
"ALB",
"AA",
"HMH",
"FUL",
"AKAM",
"SWZ",
"PEP",
"NFLX",
"CSCO",
"AME",
"TSLA",
"AMZN",
"NVDA",
"IBM",
"MSFT",
"AAPL",
"ORCL",
"GME",
"TACO",
"BYD"
],
"final_ranking": [
{
"rank": 1,
"ticker": "CSCO",
"company_name": "Cisco Systems, Inc.",
"current_price": 82.63500213623047,
"strategy_match": "analyst_upgrade",
"final_score": 78,
"confidence": 8,
"risk_level": "low",
"reason": "CSCO benefits from an analyst upgrade by Ethos Capital and incredibly bullish options flow, highlighted by a P/C ratio of 0.057 and massive volume of 36k calls versus just 2.1k puts. Technical momentum is accelerating right now with a fresh bullish MACD crossover, price breaking above the 20 EMA, and rising OBV indicating institutional accumulation. The reward-to-risk profile is highly favorable given the stock's low volatility (ATR of 2.5%) and strong support above the 50 SMA. The primary risk is a cluster of recent insider selling totaling $1.4M and a weak ADX (10.4) that suggests the breakout could be choppy.",
"description": "Cisco Systems, Inc. designs, develops, and sells networking hardware, telecommunications equipment, and software solutions worldwide."
},
{
"rank": 2,
"ticker": "NFLX",
"company_name": "Netflix, Inc.",
"current_price": 99.05500030517578,
"strategy_match": "analyst_upgrade",
"final_score": 75,
"confidence": 8,
"risk_level": "moderate",
"reason": "NFLX exhibits strong confluence between an analyst upgrade and highly bullish options positioning, boasting a volume P/C ratio of 0.311 and 37k in call volume. The timing is urgent as the stock is in a powerful uptrend (ADX of 39.4) and just registered a bullish MACD crossover alongside rising On-Balance Volume. This creates an attractive momentum setup heading into its earnings report in 8 days, supported by price action holding firmly above the 50 SMA. However, heavy insider selling of $40M by Director Reed Hastings and the binary risk of the impending earnings release could invalidate the technical thesis.",
"description": "Netflix, Inc. operates as a premier streaming entertainment service, offering movies, television series, and games globally."
},
{
"rank": 3,
"ticker": "HMH",
"company_name": "HMH Holding Inc.",
"current_price": 17.860000610351562,
"strategy_match": "insider_buying",
"final_score": 71,
"confidence": 7,
"risk_level": "high",
"reason": "HMH presents a high-conviction fundamental catalyst with a cluster of 4 insiders buying, anchored by a massive $1M open-market purchase from the CFO. The timing is optimal for a mean-reversion trade as the stock is technically exhausted, displaying an extreme RSI of 0.0 and trading near the lower Bollinger Band. This creates an excellent asymmetric reward profile for a sharp bounce, given the direct capital commitment from executives who view the selloff as overdone. The key risk is that the stock remains trapped in a severe technical downtrend with high volatility (ATR 7.1%), and falling OBV confirms lingering institutional distribution.",
"description": "HMH Holding Inc. provides specialized offshore and onshore oil and gas drilling equipment, systems, and aftermarket services."
},
{
"rank": 4,
"ticker": "AA",
"company_name": "Alcoa Corporation",
"current_price": 68.55999755859375,
"strategy_match": "minervini",
"final_score": 68,
"confidence": 7,
"risk_level": "moderate",
"reason": "AA is a textbook Minervini Stage 2 uptrend candidate with an elite RS Rating of 94/100, having gained +207% off its 52-week low. Upward momentum is resuming immediately as evidenced by a bullish MACD crossover, rising OBV, and price trading within 6% of 52-week highs, indicating minimal overhead supply. The risk/reward is favorable for trend-following, bolstered by strong institutional support with the price sitting +14.5% above the VWAP. The primary risk stems from elevated put volume on near-term strikes (3.38x Vol/OI at the $47 strike) and an upcoming earnings report in 8 days.",
"description": "Alcoa Corporation is a global industry leader in bauxite mining, alumina refining, and primary aluminum production."
},
{
"rank": 5,
"ticker": "TSLA",
"company_name": "Tesla, Inc.",
"current_price": 351.3550109863281,
"strategy_match": "options_flow",
"final_score": 60,
"confidence": 6,
"risk_level": "high",
"reason": "TSLA's edge relies on bullish speculative options flow, featuring 7 unusual call trades against 4 puts and an overall call volume of 190k (P/C ratio 0.59). The trade is timely because the stock is significantly oversold (RSI 34.7) and is currently pinned exactly at the lower Bollinger Band ($344.28), a classic pivot area for technical bounces. This offers a moderate-to-high risk mean-reversion opportunity, as options buyers are clearly positioning for a short-term relief rally off support. The thesis is vulnerable to the overarching bearish trend (price below the 50 SMA and 200 SMA) and recent insider selling totaling $9.2M.",
"description": "Tesla, Inc. designs, develops, manufactures, and sells electric vehicles, alongside energy generation and storage systems."
},
{
"rank": 6,
"ticker": "GME",
"company_name": "GameStop Corp.",
"current_price": 23.360000610351562,
"strategy_match": "social_dd",
"final_score": 56,
"confidence": 5,
"risk_level": "speculative",
"reason": "GME offers a purely speculative momentum setup, driven by a high Social DD score (75/100) and a heavily elevated short interest of 15.7%. Short-term technicals are inflecting positively right now, highlighted by a bullish MACD crossover, rising On-Balance Volume, and a break above the 20 EMA. The risk/reward profile is highly asymmetric, requiring retail volume to trigger a short squeeze for outsized gains. However, the fundamental backdrop is weak with -13.9% revenue growth, and recent insider selling of $330k could easily derail a meme-driven rally.",
"description": "GameStop Corp. is a specialty retailer offering new and pre-owned gaming consoles, software, accessories, and pop culture collectibles."
}
],
"status": "ranked"
}