Key Takeaways
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• Stock up 20%+ this week, best run in over 20 years.
• MediaTek working with Google on TPU design, a rising alternative to Nvidia for AI workloads.
• UBS lifts TPU revenue forecast for 2027 to $4B (up from $1.8B).
• TPUs projected to contribute 20% of operating profit by 2028.
• Meta exploring TPU deployment in 2027 → more ASIC opportunities ahead.
Why the Rally?
MediaTek surged for a fifth straight session, driven by enthusiasm around Google’s Gemini AI model rollout and collaborative TPU development. The shift from GPU-led training toward inference-optimized ASICs has positioned TPUs as a legitimate competitive pillar against Nvidia.
The AI pivot offers margin relief after years of smartphone weakness and price pressure. Analysts expect TPU growth to structurally rerate MediaTek’s earnings power.
Analyst Upgrades + Forecast Revisions
• UBS: 2027 TPU revenue raised to $4B → 20% profit contribution by 2028.
• Morgan Stanley: Upgraded to Overweight, TPU upside offsets China weakness.
• 23 Buy / 10 Hold / 0 Sell recommendations → consensus sees +9% more upside.
Why It Matters
This is institutional recognition that AI hardware is diversifying beyond Nvidia. Google’s in-house silicon (with MediaTek as a partner) is shaping a multi-vendor compute ecosystem — one where inference scale matters more than GPU brute force. If Meta — and others — institutionalize TPUs, MediaTek becomes a core infrastructure supplier.
Implication for Investors
• AI hardware is evolving into TPU + GPU coexistence, not winner-take-all.
• Google-aligned silicon suppliers (MediaTek, potentially Broadcom/Marvell-like plays) may capture the next wave of inference economics.
• If TPU adoption broadens from Google → Meta → cloud layer, MediaTek transforms from smartphone cyclical to AI compute secular.
