Dylan Patel: The SemiAnalysis That Jensen Huang Praises – Founder Was Once a “Beekeeper” and “Forum Geek”

Wenser

Odaily资深作者

@wenser2010

2026-06-19 01:01

This article is about 3345 words, reading the full article takes about 5 minutes

The Journey from “Forum Warrior” to “Industry Authority.”

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Core Insight: Dylan Patel, founder of independent investment research firm SemiAnalysis, has evolved from a self-taught chip enthusiast into an industry authority. His team, through deep technical analysis, directly influences decisions by giants like Nvidia and AMD, with the company’s annual revenue on track to exceed $100 million.
Key Elements:
1. Dylan Patel did not come from a formal semiconductor background. He once worked as a beekeeper, taught himself chip knowledge through forums, shared content anonymously, and eventually founded SemiAnalysis.
2. SemiAnalysis has grown from a one-person blog into a 60-person global team with a chip teardown lab. Revenue is projected to increase from $20 million to over $100 million, primarily from subscriptions by cloud service providers and semiconductor companies.
3. Nvidia’s Jensen Huang has repeatedly cited SemiAnalysis research reports in his GTC keynote speeches, providing public endorsement for its content and affirming the value of its industry analysis.
4. SemiAnalysis’s critical report on AMD’s MI300X GPU pointed out defects in its ROCm software stack, prompting AMD CEO Lisa Su to personally contact them for an in-depth 90-minute discussion, demonstrating the institution’s influence.
5. Reports from this institution have caused market fluctuations, such as when it pointed out a 50% reduction in memory configuration for Nvidia’s Rubin rack system, leading to a decline in memory-related stocks. However, its content focuses on technical details, avoiding misinterpretation.

Original｜Odaily Planet Daily（@OdailyChina）

Author｜Wenser（@wenser2010 ）

When it comes to SemiAnalysis, the recent earthquake in the US storage and chip industry triggered by its research report is still fresh in our minds.

As an independent research institute with an annual revenue有望 surpassing $100 million, SemiAnalysis now plays multiple roles, integrating a consulting firm, a model service platform, and a technology laboratory. The person steering this fast-growing research body, highly praised by Nvidia founder Jensen Huang and AMD CEO Lisa Su, is not an engineer with a technical background or deep expertise in chip manufacturing, but a former beekeeper from Minnesota who anonymously discussed technical issues on various US enthusiast forums—a "beekeeper and forum guy."

In this episode of "Character Decoder," Odaily Planet Daily shares the story of SemiAnalysis founder, Dylan Patel.

SemiAnalysis Founder: A Self-Taught "Forum Tech Guru" with a Full Skill Tree

Compared to Citrini, which focuses more on macro trends and long-term themes, SemiAnalysis chooses to delve deeper into the semiconductor industry. Its founder, Dylan Patel (hereinafter referred to as Dylan), is a true "industry legend."

Early Experience: Rural Beekeeper in Georgia, the "Forum Guy" American Version

According to Dylan's sharing on the Latent Space food interview show, he grew up in rural Georgia, USA, and attended the University of Georgia. After graduating college, he even worked as a beekeeper in Minnesota for about a year and a half.

At that time, he was in a state of "being lost." Now, summarizing his past in his own words, he says: "I feel like I've just gone through many phases of life... There didn't seem to be a clear, direct path to follow." (Odaily Note: This refers to his identity transformation from a chip enthusiast, semiconductor forum moderator, anonymous chip blogger, to a research institute founder, hedge fund founder, and more.)

His entry into the industry can also be described as "a series of twists and turns."

From as early as ages 8 to 12, he was highly active on semiconductor forums as a "forum warrior" (Odaily Note: Similar to domestic tech enthusiast forums like "Tieba," commonly known as "forum guys"), deeply reading chip documentation through hardware repairs like Xbox consoles and communicating with community enthusiasts to self-learn semiconductor knowledge.

Thus, starting from platforms like Reddit, WordPress, and Silicon Twitter, he began sharing chip knowledge and discussing hardcore topics like chip manufacturing technology and the semiconductor supply chain as an anonymous chip blogger.

In May 2020, Dylan officially founded his personal blog channel, SemiAnalysis, aiming to provide accurate and independent technical analysis of the semiconductor industry. Looking back at that time, the "AI explosion moment driven by GPT" had not yet arrived, the semiconductor industry was still a niche technical field, and such in-depth content was scarce in the market.

Initially, SemiAnalysis was just a very niche personal content channel hosted on WordPress. After repeated suggestions from his good friend Doug, Dylan later migrated it to the Substack platform, switching from a free model to a paid subscription model. (Odaily Note: According to Dylan, this friend joined Substack a few years later.)

Since then, Dylan has been building his "personal business system" around the paid content channel, including technical content analysis, business consulting, and research reports on the semiconductor supply chain, AI infrastructure products, cloud ecosystems, machine learning models, and many other cutting-edge industries.

SemiAnalysis: From a One-Person Company to a Global Team of Over 60

In 2025, SemiAnalysis has evolved from Dylan's original "one-person company model" (OPC) into a global company with a professional research team of about 60 people. They have also established STEEL (SemiAnalysis Teardown Engineering & Evaluation Lab), a professional chip and semiconductor product teardown lab in Oregon, USA.

Last year, the institution's revenue reached the scale of $20 million; this year, according to The Information report, SemiAnalysis's revenue is expected to exceed $100 million, mainly coming from hyperscalers, semiconductor giants, startups, and institutional subscriptions/models/consulting. According to Dylan, he plans to establish a VC investment firm in the future. Previously, he had invested personally or via an SPV structure in about 20 startups, and even raised $50 million for computing giant Fluidstack for SPV structure financing.

External Influence: Highly Recognized by Jensen Huang, AMD CEO, and Others

After nearly 6 years of development, Dylan and SemiAnalysis have become "industry textbooks" and "must-read guides" for the AI track and semiconductor industry.

Previously, Nvidia founder Jensen Huang mentioned SemiAnalysis multiple times in his GTC keynote speeches and extensively praised the details of its research reports, especially benchmark evaluations like Nvidia's InferenceX, effectively providing "public endorsement."

Earlier, in December 2024, after conducting approximately 5 months of in-depth testing and benchmarking on AMD's MI300X GPU, the SemiAnalysis team published a critical report titled "MI300X vs H100 vs H200 Benchmark Part 1: Training - CUDA Moat Still Alive." The report pointed out that although the AMD MI300X GPU had decent hardware on paper, its ROCm software stack had numerous gaps (such as many bugs, poor usability, and immature ecosystem), leading to a real-world user experience far inferior to Nvidia's CUDA software stack, preventing it from being an effective powerful product for training work.

Within hours of the report's release, AMD CEO Lisa Su personally contacted Dylan and had a phone conversation with him the next day. Interestingly, this exchange was originally planned for 30 minutes but was extended to 90 minutes due to the large amount of information, many feedback issues, and discussions involving technical details between engineers. This was also a rare deep dialogue between the CEO of a publicly traded company valued at hundreds of billions of dollars and an independent third-party research institution. Finally, Lisa Su publicly thanked him for his "constructive feedback" (even though it was critical) (Odaily Note: Her exact words were "Feedback is a gift even when it's critical").

AMD CEO Lisa Su's high praise and positive response

In April 2025, SemiAnalysisreleased a follow-up report stating that "Over 4 months later, AMD has accelerated progress in ROCm, developer relations, CI/CD, etc., and the AMD MI450X has a chance to beat Nvidia," acknowledging AMD's subsequent improvements. This became a landmark case of "independent research directly influencing decisions of major companies."

In early June, Citrini analyst Jukan forwarded part of SemiAnalysis's research report, which pointed out that "Nvidia's next-generation AI server cluster, Rubin NVL72, has made major adjustments to its memory configuration. To cope with supply chain tightness and ensure timely delivery of the Rubin cabinets, the capacity per cabinet has plummeted from the originally planned 55TB to 28TB, a reduction of about 50%, using a scaled-down 96GB SOCAMM memory module instead of the previously planned 192GB high-end module." Possibly affected by this news, many memory concept stocks, including Micron and SK Hynix, came under pressure and fell that day.

In response, Dylan commented: "I love it: people often take things out of context when retweeting what we say. In reality, our original report didn't use such clickbait headlines." The image he subsequently posted showed that the original report title was "Thanks for the Memories..."

In comparison, SemiAnalysis places more emphasis on "technical implementation details," focusing on the real bottlenecks in AI construction (power shortages, supply chain inheritance, inference scaling, Nvidia ecosystem dynamics, etc.), often embedding realistic constraint analysis in optimistic demand judgments, making it more suitable for guiding specific investment and industrial decisions. For more information about SemiAnalysis, see From Community 'Hardware Geeks' to AI's 'Muddy Waters': How Does SemiAnalysis, Nearing $100 Million in Revenue, Stir the Semiconductor Market?