NETFIGO SCORE BATTLE

ORIGINAL DATA

Risk Appetite

Jim Simons
7
Lark Davis
9

Contrarian Index

Jim Simons
10
Lark Davis
5

Track Record

Jim Simons
10
Lark Davis
5

Accessibility

Jim Simons
1
Lark Davis
10

Time Horizon

Jim Simons
Medium-Term
Lark Davis
Medium-Term

AT A GLANCE

Jim Simons
Lark Davis
$31 billion
Net Worth
$5M+
American
Nationality
New Zealander
Medium-Term
Time Horizon
Medium-Term
7 / 10
Risk Score
9 / 10

INVESTING STYLE

Jim Simons

Renaissance is a pure quantitative shop. The approach is based on finding statistical patterns in historical price data and other measurable signals across thousands of financial instruments — stocks, bonds, commodities, currencies — and trading them at high frequency and scale.

The specific models are among the most closely guarded secrets in finance. Renaissance does not discuss its methods publicly.

Employees sign comprehensive non-disclosure agreements. What is known: the edge is in the data, the models, and the execution infrastructure — not in any human's judgment about individual companies.

Lark Davis

Davis covers the full crypto market — not just Bitcoin. His content focuses on identifying altcoin opportunities, understanding new blockchain projects, DeFi protocols, and layer-2 ecosystems.

His strategy is higher risk than Bitcoin-only: he looks for early-stage projects with high upside potential and significant downside risk. He has been transparent about both wins and losses in his portfolio.

He advocates dollar-cost averaging into positions and taking profits during bull markets — lessons he admits he learned the hard way during the 2018 bear market.

FINANCIAL PHILOSOPHY

Jim Simons

Simons believed that markets contain statistical signals that repeat because human behavior repeats. He rejected the Efficient Market Hypothesis not on philosophical grounds but on empirical ones: the data showed patterns that persisted.

His philosophy was that intuition and narrative are unreliable — models trained on evidence are more consistent. He also believed that the best people to find these patterns were scientists and mathematicians, not finance people, because scientists are trained to find truth in data rather than to construct convincing stories.

Lark Davis

His philosophy is that crypto represents the biggest wealth transfer opportunity of his generation. He believes in holding Bitcoin as a base position and using a portion of the portfolio for higher-risk altcoin exposure.

He has said his biggest financial lesson was not taking profits during the 2017-2018 bull run — a mistake he actively advises his audience to avoid repeating.

RISK TOLERANCE

Jim Simons

Renaissance uses significant leverage within the Medallion Fund — reportedly up to 20:1 in some strategies. The risk management is entirely model-driven.

Positions are sized according to statistical confidence intervals, correlation analysis, and liquidity constraints. Human intuition plays no role.

The strategy has experienced sharp drawdowns — Medallion lost approximately 6% in August 2007 during the "quant quake" when many quantitative funds deleveraged simultaneously, causing crowded positions to move violently. The fund recovered within months.

Lark Davis

Davis has been public about holding altcoins that went to zero and investing in projects that turned out to be fraudulent or simply failed. He does not hide the losses.

His risk management has evolved directly from those mistakes: he now advocates taking partial profits at every major price milestone, maintaining Bitcoin as a core position, and treating altcoins as a speculative sleeve rather than a primary strategy. The lesson he repeats most often from 2018: not taking profits during euphoria is itself a high-risk decision — most people just don't recognize it as one until prices have already collapsed.

THE PLAYBOOK

Jim Simons

Simons was notably generous in a quiet way for most of his career, then became one of the largest philanthropists in American history. The Simons Foundation, which he ran with his wife Marilyn, donated billions to mathematics research, autism research, and scientific education.

He funded the Math for America program to train mathematics teachers. He also donated hundreds of millions to Stony Brook University, where he had taught.

He smoked cigarettes openly — a trademark noted in virtually every profile written about him.

Lark Davis

Lives in Thailand with low overhead costs. Has spoken about the power of geographic arbitrage — earning in dollars and crypto while living somewhere with a lower cost of living.

He exercises consistently, says a healthy body supports a clear financial mind, and advocates for a simple, mobile lifestyle. Does not flaunt luxury publicly.

BIGGEST WIN

Jim Simons

Thirty-five years of Medallion Fund returns is the win, and calling it "the biggest win" undersells it. From 1988 to 2023, the fund never had a losing year.

Its worst calendar year was approximately flat. In 2000, when the dot-com bubble burst and most funds lost heavily, Medallion returned 98.5%.

In 2008, during the global financial crisis, it returned 80%. In 2020, a year of historic market volatility, it returned approximately 76%.

It did not just beat the market — it beat the market in conditions specifically designed to destroy other strategies. Simons and his early partners became multi-billionaires through the fund's returns.

The people who invested in it — Renaissance employees — also became extraordinarily wealthy.

Lark Davis

Building one of the largest crypto education YouTube channels in the world during the 2020-2021 bull run. His coverage of DeFi and altcoin projects during that period — when those sectors exploded in value — brought him the majority of his audience and income.

His Wealth Mastery community grew substantially during that period.

BIGGEST MISTAKE

Jim Simons

The external funds — RIEF and RIDA — represent the most honest version of a limitation rather than a mistake. When Simons opened Renaissance to outside investors through these vehicles, performance was strong but meaningfully below Medallion.

The gap between the internal and external fund performance is estimated at roughly 30–40 percentage points per year. This suggests that the strategy that powers Medallion cannot be scaled to the size required by institutional capital without degrading returns — a fundamental constraint that no amount of genius has fully overcome.

Lark Davis

In 2021, Davis faced significant controversy when it emerged he had been paid to promote certain crypto projects to his audience without clearly disclosing the payments. He issued an apology and said he had followed what he believed were disclosure norms at the time, but the episode damaged his reputation and became one of the most-cited examples of undisclosed crypto influencer promotions.

He also, like most altcoin-focused analysts, saw his portfolio take brutal losses in the 2022 bear market.

CAREER HIGHLIGHTS

Jim Simons

Simons was born in Newton, Massachusetts in 1938. He showed mathematical gifts early and earned his PhD in mathematics from the University of California, Berkeley at age 23.

He spent several years doing work for the US government — specifically codebreaking at the Institute for Defense Analyses during the Cold War — before returning to academia. He chaired the mathematics department at Stony Brook University from 1968 to 1978 and produced research in differential geometry that became foundational.

The Chern-Simons theory, developed with Shiing-Shen Chern, remains important in both mathematics and theoretical physics.

He left academia in 1978 to trade currencies, initially unsuccessfully. In 1982 he founded Renaissance Technologies, a quantitative trading firm.

He spent the next decade building something genuinely new: a team of mathematicians, physicists, and computer scientists — deliberately not hiring economists or traditional finance people — who used pattern recognition and statistical models to trade financial markets. By the early 1990s the Medallion Fund's returns had become extraordinary.

By the 2000s, Renaissance was the most profitable firm per employee in finance.

Lark Davis

Lark Davis is a New Zealand-born crypto educator who built his brand primarily on YouTube, starting around 2018. He focuses on cryptocurrency analysis with an emphasis on altcoins, DeFi, and emerging blockchain projects — not just Bitcoin.

His channel "Crypto Lark" grew to over a million subscribers, making him one of the most followed retail crypto educators in the world. He also built a paid subscription community, Wealth Mastery, where he publishes deeper research.

He has lived in Thailand for years, part of a wave of digital nomad crypto educators who operate internationally.

COMPANIES & ROLES

Jim Simons

Renaissance Technologies manages several funds. The most important is the Medallion Fund, which is closed to outside investors and available only to Renaissance employees and select associates.

Medallion has returned approximately 66% gross per year since 1988 — after fees of 5% management and 44% performance, the net return to investors has been roughly 39% annualized. Over 30+ years, this makes it the best-performing investment vehicle in the history of finance, and it is not particularly close.

Renaissance also manages external funds including the Renaissance Institutional Equities Fund (RIEF) and the Renaissance Institutional Diversified Alpha (RIDA). These have performed well but not at Medallion's level — a fact that Simons has acknowledged reflects the limits of scaling the strategy to the size required by external capital.

Lark Davis

Crypto Lark YouTube channel (1M+ subscribers). Wealth Mastery (paid research subscription).

Books: "Cryptocurrency Revolution" (authored). Based in Thailand.

EDUCATION

Jim Simons

Massachusetts Institute of Technology, BS in Mathematics, 1958. University of California, Berkeley, PhD in Mathematics, 1961.

He is the rare figure in finance whose academic credentials in their original field genuinely explain their investment success — the mathematics he learned and taught became the foundation of everything Renaissance built.

Lark Davis

Largely self-taught in crypto and financial markets. No formal finance credentials.

BOOKS & RESOURCES

Jim Simons

The Man Who Solved the Market by Gregory Zuckerman

The definitive account of Simons and Renaissance Technologies. It is as close as anyone outside the firm has gotten to explaining how Medallion works. Zuckerman spent years interviewing former employees and associates. Essential reading for anyone who wants to understand quantitative finance at its peak

A Man for All Markets by Edward Thorp gives essential context for the era that preceded Renaissance

Thorp was the first mathematician to systematically beat a market (blackjack first, then financial markets), and his thinking directly influenced the quantitative revolution Simons later led

As an Amazon Associate, Netfigo earns from qualifying purchases. Book links above may be affiliate links.

Lark Davis

As an Amazon Associate, Netfigo earns from qualifying purchases. Book links above may be affiliate links.

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