The Best Stocks to Invest $10,000 in to Start 2026

Taiwan Semiconductor reported outstanding Q4 2025 results and guided to nearly 30% revenue growth in 2026, with management forecasting AI chip revenue to grow at a ~60% CAGR from 2024–2029, signaling continued strength in AI infrastructure demand. The Trade Desk, down ~75% from its peak, still grew revenue 18% in Q3 and trades at ~15x forward earnings with Wall Street modeling ~16% revenue growth for 2026, presenting a value case. Nebius, a GPU-powered data‑center operator, reports a current annual revenue run rate of $551M and is projecting revenue of $7–9B by end‑2026, highlighting highly speculative but potentially large upside in AI compute exposure.

Analysis

Market structure: TSM, GPU suppliers and AI-focused data‑center operators (NBIS) are primary beneficiaries — TSM’s guidance implies ~30% revenue growth in 2026 and AI-chip CAGR ~60% 2024–2029, which suggests multi-year tightness in advanced-node capacity and sustained pricing power for leading foundries. Incumbent cloud providers and GPU OEMs gain demand; legacy CPU-centric racks and small third‑party colocation players are at risk of margin compression as customers favor GPU-dense capacity.

Risk assessment: Key tail risks are geopolitical disruption to Taiwan (low-probability, high-impact), a sharp GPU oversupply/price crash if hyperscalers overbuild (6–18 month horizon), and regulatory headwinds to targeted advertising (affecting TTD) over 12–24 months. Hidden dependencies include ASML/EUV equipment delivery cadence, Taiwan utilities constraints, and NBIS’s access to spot GPU inventory; watch capex announcements and ASML lead times as 3–9 month catalysts.

Trade implications: Favor strategic exposure to TSM (core foundry) and TTD (advertising platform re-rate candidate) and a small, strictly sized speculative position in NBIS to capture execution upside. Use option structures to size asymmetric payoffs: LEAP calls on TSM for 12–24 month upside, protective puts on TTD, and deep‑OTM calls on NBIS to limit capital at risk. Rebalance toward semiconductors and data‑center infra, trimming cyclical consumer names.

Contrarian angles: The market may be under‑estimating execution risk in NBIS’s 2026 revenue leap — treat forecasts as binary; conversely TTD’s 15x forward EPS may understate multiple expansion if programmatic ad budgets reaccelerate (12–18 months). Historical parallel: 2016–18 capex buildups that preceded temporary GPU shortages show upside if capacity remains constrained, but also abrupt drawdowns when supply catches up.

Key Decisions for Investors

• Establish a 3–5% portfolio long in TSM (NYSE: TSM) over the next 4 weeks. Add on any pullback ≥10% from current levels. Hedge with Jan 2027 LEAP calls (buy calls equal to 25–50% of notional long) or buy 18% OTM Jan 2027 calls if available. Take profit at +35–50% or if company revises 2026 revenue guidance below +20%.
• Build a 2–4% position in The Trade Desk (NASDAQ: TTD) through dollar‑cost averaging over 1–3 months. Protect position with 6–9 month puts ~8% OTM or sell covered calls after a +30% move. Target 12–18 month horizon; trim at P/E >22 or share price +40%.
• Allocate a maximum 1% speculative stake to Nebius (NASDAQ: NBIS) in equity only and simultaneous purchase of 2026–2027 deep‑OTM calls (limit total capital at risk to 1% of portfolio). Set a hard stop: if NBIS fails to show >$2.5B ARR or misses sequential revenue growth by >25% by Q4 2026, exit completely.
• Execute a relative value pair: go long TTD (dollar exposure X) and short 0.5X dollar exposure in Meta Platforms (META) over 12 months to isolate programmatic ad share gains. Close the pair if TTD lags Meta by >15% on revenue beat/miss divergence or if ad privacy regulation passes within 90 days.