

Alphatica
4.6K posts

@alphaticaio
Former HFM | Trading & Investing | Rigorous Quantitative Research | Sophisticated Strategies | Institutional-grade for all Investors | Not Investment Advice












"Low volume rallies are suspicious." No they're not. We tested it. 22 years of SPY and QQQ data. Every day where volume dropped below 50% of the 50-day average — the quietest of the quiet. 268 episodes. Forward 10-day win rate: SPY: 70.6% QQQ: 68.2% Forward 20-day win rate: SPY: 65.4% QQQ: 69.7% 7 out of 10 low-volume days, the market was higher two weeks later. Is the edge better than just being long? No — baseline win rate is 62%, so the difference isn't statistically significant (p = 0.21). But the claim isn't that low volume is bullish. The claim is that "low volume is suspicious" and bearish. The data says the opposite. Low volume days go up at a slightly higher rate than normal days, not lower. The logic is simple: If volume is low and price isn't dropping, sellers aren't showing up. That's not a fake rally. That's a market with no supply. Path of least resistance = up. "35M in volume today. DEAD." Dead volume, alive market. That's what 22 years of data shows. $SPY $QQQ



AMD reports today after the close. 4/6 on our Alphatica Earnings Quality Score. +240% in 52 weeks. 13 consecutive quarters without a miss. The AI GPU story is accelerating and the street knows it. Street EPS: $1.29 (Non-GAAP) Street Revenue: $9.89B Alphatica Estimates: EPS: $1.33 Revenue: $10.0B OUR CALL: BEAT ✅ AMD hasn't missed in 13 straight quarters. Last quarter was a blowout: $1.53 non-GAAP EPS on a $1.32 estimate, a 16% surprise. Revenue hit a record $10.3B. Management guided Q1 at ~$9.8B plus or minus $300M with ~55% non-GAAP gross margin. The street consensus at $9.89B sits inside the guide range but slightly above the midpoint. The question: does the 16% beat pattern repeat, or was Q4 the peak? OUR FOUR SIGNALS: Earnings Quality: 4/6 BULLISH. One of the strongest VA release trends in the semiconductor database. VA% dropped from 45.7% to 24.4% in three years, with an $798M absolute release in FY2025, the largest in AMD history. Revenue +53% in two years. Operating income nearly 10x from $0.40B to $3.69B. OCF $7.71B running 1.78x net income. Two neutrals: profitability needs one more year of sustained high earnings to confirm, and SBC at 4.7% of revenue is elevated but within semiconductor norms. The accounting and the business are pointing in the same direction. Disclosure Signal: NEUTRAL. LOW distance (0.118) with NEUTRAL tone (-0.014). AMD's multi-year tone improvement from -0.019 to -0.012 has stalled. Two consecutive years of slight deterioration back to -0.014. Not enough to alarm but the positive trend is broken. Risk factors barely changed (0.001 cosine distance). Quarterly filings stable. No triggers in either direction. Prediction Model: BEAT (Medium Confidence). The quantitative model is not validated for AMD due to historical EPS volatility around zero. But the directional indicators favor a beat: 13 consecutive non-negative surprises, conservative YoY estimate of $1.33 above the $1.29 consensus, and a 75% beat rate over the last 4 quarters. LOW CONF because the model itself can't statistically confirm, and Q1 is seasonally AMD's weakest quarter. Earnings Risk Signal: ±6.7% NEUTRAL. EVRP at 49.57 indicates options are pricing a significant move relative to recent volatility. ATM IV at 115%. IV spread at +1.87, calls slightly above puts but essentially balanced. Avg PMIE over 3 years is 7.04% with a max of 17.3% (last quarter). This stock can move $23 in either direction tonight. THE AI INFLECTION: Lisa Su laid out the thesis on the Q4 call: data center segment revenue growing 60%+ annually over the next 3-5 years, AI business scaling to tens of billions in 2027, EPS target of $20+ in the strategic timeframe. MI350 series shipments ramping. OpenAI partnership for 6 gigawatts of Instinct GPUs. MI400/Helios launching this year. EPYC server CPUs hitting record share. The only headwind: semi-custom gaming SoC revenue declining "significant double-digit percentage" in FY2026 as console cycle matures. But data center is more than offsetting that drag. THE RISK: +240% in 52 weeks. Q1 is seasonally the weakest quarter with an expected sequential revenue decline of ~5%. The last time AMD's stock was this extended going into earnings (Q3 2024 at $164), it dropped 28% in the subsequent quarter. The AI capex narrative is consensus now. Every hyperscaler is spending, but AMD still needs to prove MI350/MI400 can take meaningful share from NVDA at scale. And Q4's 16% EPS surprise was partly boosted by a $360M inventory reserve reversal and $390M in China MI308 sales, both of which are non-recurring at that magnitude. $356.29 is the price. $9.8B is the guide. $9.89B is the street. 13 straight is the streak. Tonight is the test. Not Investment Advice. $AMD $NVDA $QQQ $SMH







"Low volume rallies are suspicious." No they're not. We tested it. 22 years of SPY and QQQ data. Every day where volume dropped below 50% of the 50-day average — the quietest of the quiet. 268 episodes. Forward 10-day win rate: SPY: 70.6% QQQ: 68.2% Forward 20-day win rate: SPY: 65.4% QQQ: 69.7% 7 out of 10 low-volume days, the market was higher two weeks later. Is the edge better than just being long? No — baseline win rate is 62%, so the difference isn't statistically significant (p = 0.21). But the claim isn't that low volume is bullish. The claim is that "low volume is suspicious" and bearish. The data says the opposite. Low volume days go up at a slightly higher rate than normal days, not lower. The logic is simple: If volume is low and price isn't dropping, sellers aren't showing up. That's not a fake rally. That's a market with no supply. Path of least resistance = up. "35M in volume today. DEAD." Dead volume, alive market. That's what 22 years of data shows. $SPY $QQQ


















