AI Stock Picks Today: MU, NVDA, CRWD Trade Ideas August 21, 2026

Today's AI stock trade ideas: August 21, 2026

Treasury yields bounced back toward 4.70% Friday morning, dragging the S&P 500 down 0.87% to 7,641 and the Nasdaq off 1.0% to 26,067 after a brief relief rally faded. The SOXX semiconductor ETF held a thin gain of 0.52% but remains 6% below its 50-day moving average, signaling continued rotation pressure on chip names. Eight short-term setups stand out today across the most active ai stocks to watch today: six stock positions and two options plays, each tied to a named catalyst. How to read the scores: Conviction (1-10) measures setup quality; Risk (1-10) measures downside severity; 1wk and 1mo are rough probability estimates, not guarantees.

Scoreboard

1. Micron Technology (NASDAQ: MU): LONG

Micron closed at $974 on Thursday, gaining nearly 4% on the day and sitting 1.9% above its 20-day moving average after a week of consolidation near the $940-$975 range. The setup is supported by a cluster of bullish analyst actions: Bank of America added MU to its US 1 high-conviction list, Citi placed the name on upside Catalyst Watch citing stronger DRAM pricing in the second half of 2026, and Arete raised its price target to $1,500 (Yahoo Finance). The underlying catalyst is supply: Micron has guided that AI memory will stay tight well into 2027, with DRAM spot prices expected to nearly triple next year. The geopolitical angle adds more: Micron is lobbying the Trump administration to restrict Apple from using Chinese memory suppliers for non-US-sold devices, a policy shift that would expand its global market share. A close above $975 clears the path toward the psychological $1,000 milestone. Invalidated by a sustained break below $940.

2. CrowdStrike Holdings (NASDAQ: CRWD): $185 puts expiring September 5

CrowdStrike has lost 16% over five consecutive down days, closing at $190 on Thursday. The catalyst that broke the stock was the departure of Chief Technology Officer Elia Zaitsev, who left August 20 to start an AI-focused venture fund called Cognition, with no successor named (Benzinga). That leadership vacuum lands directly ahead of a binary event: fiscal Q2 2027 earnings due August 26 after the close, with options markets pricing a roughly 10% swing in either direction (ts2.tech). The $185 puts expiring September 5 give just enough time to capture the post-earnings move if results disappoint. Entry: $7-9 per contract. Stop: $3.50 (protect against a gap higher on earnings). Target: $20+ if CRWD trades through $170 on a weak report. Skip this idea if the stock rallies above $200 before the report.

3. NVIDIA (NASDAQ: NVDA): $220 calls expiring September 5

NVIDIA pulled back 3.75% over the past five days to $216.85, sitting just 1.9% above its 20-day moving average, while fiscal second-quarter earnings are expected in late August. Multiple signals in the AI supply chain point to a strong quarter: Micron raised its outlook significantly and AI memory demand remains well above supply. The $220 calls (roughly 1.5% out of the money) expiring September 5 give 15 days to capture an earnings-driven move. Entry: $8-10 per contract. Stop: if premium falls to $4 or below. Target: $20+ on a move toward $235-240. This is a binary-event options idea: the risk score of 8 means keep position size small relative to your portfolio.

4. Palantir Technologies (NASDAQ: PLTR): LONG

Palantir reported Q2 revenue of $1.94 billion versus $1.80 billion expected, up 93% year over year, raised its full-year guidance to $8.15-8.16 billion, and closed 220 contracts worth $1 million or more (CNBC). The stock jumped 12% on the news and has held the majority of that gain, now trading at $174 after pulling back from a $179 high. Defense pipeline expansion continued this week after Mercury Systems announced it will deploy Palantir's AI platform to build a digital twin of its supply chain operations (Simply Wall St). A dip to $170-175 offers re-entry into an intact uptrend with new fundamental support. Stop: $162, below recent consolidation. Target: $195, above the prior swing high.

5. Cloudflare (NYSE: NET): SHORT

Cloudflare delivered accelerating revenue growth and raised guidance in Q2, but the stock fell 16% in five days as investors moved to lock in gains following a run to record highs. The near-term overhang is the company's recent $2.5 billion zero-coupon convertible note issuance, which adds capital structure dilution risk at elevated valuations. GuruFocus data pegs NET at 55.7% above its intrinsic GF Value of $187 at the current price near $279. Sellers are clearly in control, with the 20-day moving average at approximately $292, well above current levels. Entry: $278-285. Stop: $298 (above the moving average and the recent breakdown zone). Target: $255, the next meaningful support level.

More on the radar

• $MDB SHORT at $418-425, stop $445, target $385: MongoDB surged 38% in one month to $472 before reversing sharply this week, down 11% over five days and -4.6% Thursday alone. Earnings are not until September 1, leaving no catalyst to halt the valuation mean-reversion in progress. Conviction 6, Risk 6.
• $NOW LONG at $127-130, stop $120, target $145: ServiceNow is up 36% over the past month with steady enterprise AI platform demand driving a consistent uptrend. The 20-day moving average near $118 provides support on any dip. Conviction 6, Risk 5.
• $CRWV LONG at $87-91, stop $80, target $108: CoreWeave pulled back 15% this week but the demand story strengthened Friday, with Hudson River Trading announcing it will build its next-generation quant research platform using NVIDIA Vera Rubin chips on CoreWeave Cloud (per market reports). Annualized realized volatility near 152% makes this a small-size, high-risk speculative idea only. Conviction 5, Risk 8.

How we score these

Conviction (1-10) reflects setup quality. A high score means the catalyst is confirmed, the price trend aligns with the thesis, and the risk-reward ratio is attractive. A score below 6 means the idea is speculative and requires a smaller position size.

Risk (1-10) measures how much can go wrong. Scores of 8 or above reflect binary events such as earnings, thin liquidity, very high implied volatility, or counter-trend setups. A high Risk score is not a reason to avoid an idea; it is a reason to cut size significantly.

1-week and 1-month probabilities are rough estimates of how likely the idea is to reach its target price within each window, based on catalyst timing, setup quality, and market conditions. They are directional context, not precision forecasts, and should be read alongside the Conviction and Risk scores.

These are short-term trade ideas for informational purposes only, not investment advice. Trading stocks and options carries substantial risk of loss, including the total loss of capital. Probabilities and scores are estimates, not guarantees. Do your own research and size positions to your own risk tolerance.