I postponed my analysis of Numerai GP LLC’s 13F‑HR in order to focus on
preparing the presentation materials for the Flock.io AI Arena at DeAI Day
Tokyo on May 30.
Decentralized AI Day Tokyo (2026)
Decentralized AI Day Tokyo (2026)
History 13F-HR in the Excel file
https://github.com/Kei-Sanada/Holdings-of-Numerai-GP-LLC/blob/28ba6909b969138427e3c10ea56cd10dcb441ed3/History_Numerai_13F-HR.xlsx
Analysis_Numerai_GP.ipynb
https://github.com/Kei-Sanada/Holdings-of-Numerai-GP-LLC/blob/1b56d6e006048ed9489e5e6fb3557ccf17e174b0/Analysis_Numerai_GP.ipynbConclusion
Business as usual.
The long positions showed solid diversification, significant turnover, and adjustments to position sizes.
The value of long positions (AUM from 13F)
Date Long positions (billion dollars)
2022-12-31 $0.15
2023-03-31 $0.30
2023-06-30 $0.49
2023-09-30 $0.30
2023-12-31 $0.28
2024-03-31 $0.23
2024-06-30 $0.28
2024-09-30 $0.38
2024-12-31 $0.37
2025-03-31 $0.53
2025-06-30 $0.69
2025-09-30 $0.71
2025-12-31 $0.83
2026-03-31 $1.00
Number of holdings
Extra: Having a Generative AI Break Down a Portfolio Built by Decentralized AI
I had Gork analyze the History 13F-HR, which I converted into a
CSV file from
the Excel file.
Prompt
-This CSV file summarizes hedge fund 13F-HR filings.
-The columns are as follows:
・nameOfIssuer: Company name of the Long Position
・cusip: CUSIP of the Long Position
・From "2022/12/31" to "2026/3/31": Amount of the Long Position
-The rows contain the following:
For each nameOfIssuer and cusip, the Long Position amounts from
"2022/12/31" to "2026/3/31"
-Please generate a comprehensive report covering:
・Portfolio trends by sector (e.g., Tech, Healthcare, Financials)
・Strategic shifts over time and correlation with macroeconomic factors
(e.g., interest rate hikes, geopolitical risks)
・Fund characteristics: growth vs. value focus, active vs. passive style,
and thematic concentration (e.g., AI, renewable energy)
・Risk management: diversification level and defensive stock ratio
・Forward-looking insights: forecast future portfolio
directions based on historical trends, sector rotation
patterns, thematic focus, and macro sensitivity
What Grok Said
Comprehensive 13F-HR Portfolio Analysis Report(Data through 3/31/2026)
This report analyzes a hedge fund's long equity
positions based on the provided 13F-HR CSV. The
portfolio shows strong growth, increasing
diversification, and a clear thematic tilt, with
notable volatility and sector rotations.
1. Overall Portfolio Trends
- AUM Growth: Portfolio value expanded
dramatically from ~$147M (12/31/2022) to
~$997M (3/31/2026), a ~6.8x increase.
- Strong inflows/gains in early periods (e.g.,
+104% Q1 2023, +64% Q2 2023).
- Drawdowns mid-2023 and early 2024 likely tied
to market corrections.
- Accelerated growth in 2025 (+45% in Q1 2025
alone), with steady gains into 2026.
- Position Count: Rose from ~111 (end-2022) to
746 (Q1 2026), indicating broader
diversification and/or capital deployment.
- Average Position Size: Declined as the
number of holdings grew, suggesting a shift toward a
more multi-position strategy.
Quarterly portfolio value (approximate totals):
- 2022-2024: Volatile, peaking ~$490M mid-2023 then
contracting.
- 2025-2026: Strong upward trajectory to nearly $1B.
2. Portfolio Trends by Sector (Approximate, Keyword-Based Classification)
The fund maintains a
heavy Technology bias (typically 60-70% of
AUM), with growing exposure to Financials and
Consumer/Industrials later.
Key Sector Allocations (examples):
- Technology (dominant): 60-72% across
periods. Includes software, semiconductors, internet,
and AI-related names (e.g., strong in names like
NVIDIA, Microsoft, Amazon, etc., based on patterns).
- Financials: Increased to ~5%+ by 2026 (banks,
insurers, asset managers like Raymond James, Bank
OZK).
- Consumer: Grew modestly (e.g., Costco, retail
names) to ~2%.
- Energy/Materials & Industrials: Smaller
but present (mining, construction, transport).
- Healthcare: Modest and variable.
- Other: Includes many holdings not perfectly
captured by keywords.
Trends:
- Persistent Tech overweight, with slight reductions
in favor of Financials/Consumer in 2025-2026.
- Sector rotation evident: Tech resilience during
growth phases; increased defensives (Financials,
Consumer staples) later.
Top holdings in Q1 2026 highlight this mix (examples):
Bank OZK, Raymond James, Costco, Commerce Bancshares,
Copart, Snap-on, Price T. Rowe, Rollins, etc. —
blending growth tech/financials with select
value/industrial names.
3. Strategic Shifts Over Time & Macro Correlations
- Early Period (2022-2023): Rapid AUM buildup
amid post-pandemic recovery and AI boom. Heavy Tech
concentration likely capitalized on rate-hike pauses
and tech rally.
- Mid-2023 Drawdown: ~39% contraction —
possibly profit-taking or market volatility (e.g.,
banking stresses, inflation concerns).
- 2024-2025 Expansion: Rebound and scaling.
Increasing positions align with easing macro
(potential rate cuts), AI/renewables themes, and
economic resilience.
- 2025-2026: Broadening into Financials
(benefiting from higher-for-longer rates initially,
then normalization) and select cyclicals. Portfolio
more resilient.
Macro Sensitivity:
- Interest Rates: Sensitive to hikes (Tech
drawdowns) but benefited from 2023-2025 equity
rallies. Later Financials exposure hedges rate
environment.
- Geopolitical Risks: Tech/AI focus vulnerable
to supply chain/tech regulation risks (e.g., China
tensions); diversification mitigates.
- Economic Cycles: Growth-oriented but added
defensives (Consumer staples, certain Financials) over
time.
Shifts suggest active management: scaling winners in
Tech/AI while rotating into value/financials as macro
stabilized.
4. Fund Characteristics
- Growth vs. Value:
Primarily Growth-oriented with Tech/AI
concentration. Some value tilt in Financials,
Industrials, and select cyclicals (e.g., banks,
homebuilders like D.R. Horton).
- Active Style: Highly active —
significant turnover, position additions, and sizing
changes. Not passive/index-tracking.
- Thematic Concentration:
- AI/Tech: Core theme (semis, software,
cloud, internet leaders).
- Renewables/Energy Transition: Modest
via related industrials/energy names.
- Financial Services: Growing (asset
management, regional banks).
- Other: Selective industrials/logistics,
consumer discretionary.
High conviction in secular growth (AI, digital
transformation) with tactical macro plays.
5. Risk Management
- Diversification: Improved markedly (from
concentrated ~100 positions to 700+). Reduces
single-name risk while maintaining thematic focus. Top
20 holdings likely represent a reasonable % of AUM
(not overly concentrated based on samples).
- Defensive Stock Ratio: Moderate increase over
time (Financials, Consumer staples, Healthcare). Still
growth-biased, so vulnerable to tech selloffs or
recessions.
- Other Risks: Currency/ADR exposure
(international names); liquidity in smaller positions;
macro beta (high equity correlation).
- Overall: Solid evolution toward better
risk-adjusted profile via breadth, but thematic
concentration implies higher volatility than broad
market.
6. Forward-Looking Insights
Based on historical patterns:
- Continued Tech/AI Core: Expect sustained or
increased allocation to leaders in semiconductors,
software, cloud, and AI infrastructure. Potential for
further concentration in "picks and shovels" (e.g.,
data centers, enabling tech).
- Sector Rotation: More balanced portfolio —
additional Financials/Industrials if rates stabilize
or economy soft-lands. Possible Consumer/Healthcare
expansion for defensiveness.
- Thematic Evolution: Watch for deeper
renewable energy, biotech/innovation, or fintech
exposure. International/ADR names may grow for global
diversification.
- Macro Sensitivity: Bullish in
growth/reflation scenarios; hedges via
Financials/Consumer in higher-rate or slowdown
environments. Potential AUM scaling if performance
continues.
- Risks Ahead: Over-reliance on Tech valuation
multiples; regulatory/geopolitical tech risks;
execution on new positions. Monitor for further
broadening or return to concentration.
- Potential Directions: Toward a
"growth-at-reasonable-price" multi-cap strategy with
AI as anchor. Could target $1B+ AUM with continued
inflows/performance.
Summary: This is an
active, growth-oriented hedge fund with
strong AI/Tech conviction, successful scaling, and
improving diversification. Performance reflects adept
navigation of volatile markets, positioning well for
continued innovation-driven growth while adding
prudent balance. Recommendations: Track top holdings
quarterly for conviction signals; consider macro
overlays for risk.
Analysis derived from data cleaning, aggregation,
and keyword sector mapping in the provided CSV.
Approximations used where exact GICS sectors
unavailable; actual filings may have more
precision.

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