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Who wins in semiconductor design
Sep 25, 2026 • 9 min read

Who wins in semiconductor design

Chip design captures more durable value than chip manufacturing, and within design, the EDA "toll booth": Synopsys, Cadence, and Siemens EDA, controlling ~85% of the the market is the lowest-risk way to own the AI semiconductor buildout. Every company from Nvidia to a hyperscaler building its own silicon, still license EDA software to produce a chip. Between the two investable names, Cadence's stronger execution and margins are against Synopsys's larger scale and bolder (if debt-funded) bet on Ansys becoming a second growth engine.

Equity Research ★ Featured
I
irina

Quantitative Insights

Equity Research

6 articles

Company-specific fundamental valuations, DCF intrinsic models, and industry thematic research

AI and Networking: don’t bottleneck the compute

AI and Networking: don’t bottleneck the compute

AI's networking impact stems from the escalating costs of GPU racks, which makes idle bandwidth expensive. Hyperscalers are pushing for the move from 800 gbps to 1.6 tbps bandwidth and pulling the AI-interconnect to grow 3x faster than networking hardware overall. Arista (+5/10) captures that shift best and with the strongest validation; Ciena (+4/10) and Cisco (+4/10) sit on the optical-component backlog and legacy incumbent sides respectively; and Nvidia (+7/10) and Broadcom (+3/10) bookend the underlying fight over whether bandwidth runs on proprietary or open standards. Worth watching: how much of this spend is incremental versus funded by CIOs pulling budget from everything else.

Equity Research Sep 22, 2026
The AI Cybersecurity: “AI Patching Race”, who leads and what to invest in

The AI Cybersecurity: “AI Patching Race”, who leads and what to invest in

AI has collapsed the cybersecurity patch window from weeks to hours, and enterprise security budgets are responding. Six vendors best positioned to capture that spend split into two groups on the evidence gathered here. PANW and CRWD have the strongest product recognition (both are Magic Quadrant Leaders, and PANW shares Gartner's new "Market Shaper" in AI-security with just one other name) but also the richest valuations, meaning the AI-safety story looks priced in. FTNT, ZS, QLYS, and FFIV all have Gartner recognition (FFIV is the second Market Shaper in AI-security next to PANW), yet the market hasn't fully caught up. A gap between validated product standing and current price puts all four on our watchlist.

Equity Research Sep 18, 2026