Stock Competition 2026

Author

Brennen Slaney

Published

October 13, 2026

Last updated October 12, 2026 at 10:34 PM EDT

Note

This page tracks a friendly stock-picking competition. Nothing on it is investment advice or a recommendation to buy or sell any security.

1 Current Standings

1.1 Leaderboard

Results as of 2026-10-13
Name Ticker Return Start Date End Date Start Price End Price Dividends End Value
Ryan MSFT+ 26.40% 2026-01-30 2026-10-12 $430.29 $541.15 $2.73 $543.88
Mike TSLA- 12.17% 2026-01-30 2026-10-12 $430.41 $378.03 $0.00 $378.03
Ben AVGO+ 7.66% 2026-01-30 2026-10-12 $331.30 $354.73 $1.95 $356.68
Tyler GE+ 1.06% 2026-01-30 2026-10-12 $306.79 $308.64 $1.41 $310.05
Brennen IONQ+ −9.28% 2026-01-30 2026-10-12 $39.98 $36.27 $0.00 $36.27
Joe AXP+ −10.73% 2026-01-30 2026-10-12 $352.17 $311.53 $2.85 $314.38
Benchmarks
Name Ticker Return Start Date End Date Start Price End Price Dividends End Value
S&P 500 SPY+ 12.45% 2026-01-30 2026-10-12 $691.97 $778.10 $0.00 $778.10
Bitcoin BTC-USD+ −1.83% 2026-01-30 2026-10-13 $84,124.70 $82,589.40 $0.00 $82,589.40

1.2 Performance Over Time

Picks include cash dividends without reinvestment. SPY and Bitcoin benchmarks show price returns. Short returns follow the simplified competition rules below.

2 Selections

Each participant picked one US-listed stock, long or short, on January 30, 2026. The competition runs through December 31, 2026. Current returns use the selection-day close and latest available price, plus cash dividends. A short earns the negative of the stock’s return, excluding borrowing and financing costs. SPY and Bitcoin serve as price-return benchmarks.

Selections
Name Ticker Position
Ben AVGO Long
Brennen IONQ Long
Mike TSLA Short
Ryan MSFT Long
Joe AXP Long
Tyler GE Long
S&P 500 SPY Long
Bitcoin BTC-USD Long

3 Stock Deep Dives

Fundamentals, technicals, and sector context for each pick. Data refreshes with every site build. Statements use SEC EDGAR with a Yahoo Finance fallback when EDGAR data is unavailable; profiles come from EDGAR, and stock prices from Databento. Peer metrics are computed from these inputs.

Price chart

  • 50/200-day moving average: the average closing price over the last 50 or 200 trading days. Price above a rising average signals an uptrend.
  • RSI-14: a momentum score from 0 to 100 based on the last 14 trading days. Above 70 the rally looks stretched (overbought), below 30 the selling does (oversold). It flags stretched moves, not guaranteed reversals.

Financial trends

  • Revenue growth (YoY): sales vs the same period last year, which removes seasonality.
  • Gross, operating, and net margin: the share of each sales dollar left after direct costs, then overhead, then everything including taxes. Negative means losing money at that level. Lenders like AXP report no gross profit line.
  • Diluted EPS: profit per share using weighted-average shares, including the effect of dilutive potential shares.
  • Free cash flow: cash generated after capital spending, available for dividends, buybacks, or paying down debt.
  • Net debt: total debt minus cash. Negative means more cash than debt.

Sector & peers

  • Sector ETF: a fund representing the pick’s sector within the S&P 500 (XLK for technology). Both lines start at 0% on selection day, so you can tell whether a pick is beating its sector or just riding it.
  • Market cap: the total value of all the company’s shares.
  • P/E ratio (ttm/fwd): price divided by earnings per share. “ttm” uses the last twelve months of actual earnings, “fwd” uses analyst estimates for the next twelve. Trailing P/E is unavailable when required inputs are missing, earnings are nonpositive, or the calculated ratio exceeds this site’s display limit of 500. Forward P/E is unavailable because this site’s sources do not supply analyst earnings estimates.

Ben’s pick (long) — Broadcom Inc. — Information Technology · Semiconductors & Related Devices — Market cap $1.7T

AVGO — Quarterly trend
Metric Aug 2025 Nov 2025 Feb 2026 May 2026 Aug 2026
Revenue $16.0B $18.0B $19.3B $22.2B $29.6B
Revenue growth (YoY) +22.0% +28.2% +29.5% +47.9% +85.5%
Gross margin 67.1% 68.0% 68.1% 69.5% 69.1%
Operating margin 36.9% 41.7% 44.3% 48.6% 53.9%
Net margin 26.0% 47.3% 38.1% 42.0% 44.2%
Net income $4.1B $8.5B $7.3B $9.3B $13.1B
Diluted EPS $0.85 — $1.50 $1.91 $2.68
Free cash flow $7.0B $7.5B $8.0B $10.3B $13.7B
Net debt $55.5B $50.9B $53.8B $47.1B $37.1B
Fiscal periods, oldest to newest. Statements: SEC EDGAR, with Yahoo Finance fallback when EDGAR statement data is unavailable; growth, margins, and net debt computed locally. YoY compares with the same fiscal period a year earlier. A dash means the underlying data or a valid comparison is unavailable.
AVGO — Annual trend
Metric Oct 2022 Oct 2023 Nov 2024 Nov 2025
Revenue $33.2B $35.8B $51.6B $63.9B
Revenue growth (YoY) +21.0% +7.9% +44.0% +23.9%
Gross margin 66.5% 68.9% 63.0% 67.8%
Operating margin 42.8% 45.2% 26.1% 39.9%
Net margin 34.6% 39.3% 11.4% 36.2%
Net income $11.5B $14.1B $5.9B $23.1B
Diluted EPS $2.65 $3.30 $1.23 $4.77
Free cash flow $16.3B $17.6B $19.4B $26.9B
Net debt $27.1B $25.0B $60.5B $50.9B
Fiscal periods, oldest to newest. Statements: SEC EDGAR, with Yahoo Finance fallback when EDGAR statement data is unavailable; growth, margins, and net debt computed locally. YoY compares with the same fiscal period a year earlier. A dash means the underlying data or a valid comparison is unavailable.

Sector index: XLK (Technology Select Sector SPDR).

AVGO vs peers
Ticker Company Mkt Cap P/E (ttm) P/E (fwd) Rev Growth Net Margin
AVGO Broadcom Inc. $1.7T 44.3 — 85.5% 44.2%
NVDA NVIDIA CORP $5.5T 28.3 — 105.9% 62.0%
AMD ADVANCED MICRO DEVICES INC $970.1B 150.8 — 50.1% 19.9%
MRVL Marvell Technology, Inc. $233.1B 88.3 — 36.5% 11.2%
QCOM QUALCOMM INC/DE $183.2B 19.8 — −4.0% 20.1%
Computed from SEC EDGAR and Databento prices, with Yahoo Finance fallback for unavailable EDGAR statements. Forward P/E is unavailable because this site's data sources do not supply analyst earnings estimates.
AVGO — recent SEC filings
Filed Filing Type
Sep 25, 2026 4 Insider transaction
Sep 17, 2026 4 Insider transaction
Sep 17, 2026 4 Insider transaction
Sep 10, 2026 10-Q Quarterly report
Sep 2, 2026 8-K Current report
Jul 14, 2026 4 Insider transaction
Jul 14, 2026 4 Insider transaction
Jul 10, 2026 4 Insider transaction
Source: SEC EDGAR. Each link opens the filing on sec.gov.

Brennen’s pick (long) — IonQ, Inc. — Information Technology · Services-Computer Integrated Systems Design — Market cap $13.8B

IONQ — Quarterly trend
Metric Jun 2025 Sep 2025 Dec 2025 Mar 2026 Jun 2026
Revenue $20.7M $39.9M $61.9M $64.7M $80.0M
Revenue growth (YoY) +81.8% +221.5% +428.5% +754.7% +286.8%
Gross margin — — — — —
Operating margin -776.0% -423.5% -369.4% -419.8% -421.3%
Net margin -854.5% -2646.3% 1217.8% 1245.4% -2333.2%
Net income -$176.8M -$1.1B $753.7M $805.4M -$1.9B
Diluted EPS -$0.70 -$3.58 — $2.07 -$5.08
Free cash flow -$53.8M -$127.2M -$83.3M -$159.4M -$114.0M
Net debt — — — — —
Fiscal periods, oldest to newest. Statements: SEC EDGAR, with Yahoo Finance fallback when EDGAR statement data is unavailable; growth, margins, and net debt computed locally. YoY compares with the same fiscal period a year earlier. A dash means the underlying data or a valid comparison is unavailable.
IONQ — Annual trend
Metric Dec 2022 Dec 2023 Dec 2024 Dec 2025
Revenue $11.1M $22.0M $43.1M $130.0M
Revenue growth (YoY) +430.3% +98.0% +95.4% +201.9%
Gross margin — — — —
Operating margin -770.3% -715.7% -539.7% -487.4%
Net margin -435.8% -715.8% -770.0% -392.6%
Net income -$48.5M -$157.8M -$331.6M -$510.4M
Diluted EPS -$0.25 -$0.78 -$1.56 -$1.82
Free cash flow -$54.0M -$92.5M -$123.7M -$299.6M
Net debt — — — —
Fiscal periods, oldest to newest. Statements: SEC EDGAR, with Yahoo Finance fallback when EDGAR statement data is unavailable; growth, margins, and net debt computed locally. YoY compares with the same fiscal period a year earlier. A dash means the underlying data or a valid comparison is unavailable.

Sector index: XLK (Technology Select Sector SPDR).

IONQ vs peers
Ticker Company Mkt Cap P/E (ttm) P/E (fwd) Rev Growth Net Margin
IONQ IonQ, Inc. $13.8B — — 286.8% —
QBTS D-Wave Quantum Inc. $5.1B — — −0.6% —
RGTI Rigetti Computing, Inc. $4.4B — — — —
QUBT Quantum Computing Inc. $1.6B — — — −211.7%
Computed from SEC EDGAR and Databento prices, with Yahoo Finance fallback for unavailable EDGAR statements. Forward P/E is unavailable because this site's data sources do not supply analyst earnings estimates.
IONQ — recent SEC filings
Filed Filing Type
Sep 15, 2026 4 Insider transaction
Sep 15, 2026 4 Insider transaction
Sep 15, 2026 4 Insider transaction
Sep 11, 2026 4 Insider transaction
Sep 8, 2026 8-K Current report
Aug 28, 2026 8-K Current report
Aug 26, 2026 4 Insider transaction
Aug 26, 2026 4 Insider transaction
Source: SEC EDGAR. Each link opens the filing on sec.gov.

Mike’s pick (short) — Tesla, Inc. — Consumer Discretionary · Motor Vehicles & Passenger Car Bodies — Market cap $1.5T

Reading this tab: this is a short position — strong fundamentals and bullish technicals work against the pick.

TSLA — Quarterly trend
Metric Jun 2025 Sep 2025 Dec 2025 Mar 2026 Jun 2026
Revenue $22.5B $28.1B $24.9B $22.4B $28.2B
Revenue growth (YoY) -11.8% +11.6% -3.1% +15.8% +25.5%
Gross margin 17.2% 18.0% 20.1% 21.1% 16.8%
Operating margin 4.1% 5.8% 5.7% 4.2% 1.4%
Net margin 5.2% 4.9% 3.4% 2.1% 3.9%
Net income $1.2B $1.4B $840.0M $477.0M $1.1B
Diluted EPS $0.33 $0.39 — $0.13 $0.32
Free cash flow $146.0M $4.0B $1.4B $1.4B -$1.1B
Net debt -$10.6B -$12.7B -$9.9B -$9.0B -$7.5B
Fiscal periods, oldest to newest. Statements: SEC EDGAR, with Yahoo Finance fallback when EDGAR statement data is unavailable; growth, margins, and net debt computed locally. YoY compares with the same fiscal period a year earlier. A dash means the underlying data or a valid comparison is unavailable.
TSLA — Annual trend
Metric Dec 2022 Dec 2023 Dec 2024 Dec 2025
Revenue $81.5B $96.8B $97.7B $94.8B
Revenue growth (YoY) +51.4% +18.8% +0.9% -2.9%
Gross margin 25.6% 18.2% 17.9% 18.0%
Operating margin 16.8% 9.2% 7.2% 4.6%
Net margin 15.4% 15.5% 7.3% 4.0%
Net income $12.6B $15.0B $7.1B $3.8B
Diluted EPS $3.62 $4.30 $2.04 $1.08
Free cash flow $7.6B $4.4B $3.6B $6.2B
Net debt -$15.2B -$13.7B -$10.6B -$9.9B
Fiscal periods, oldest to newest. Statements: SEC EDGAR, with Yahoo Finance fallback when EDGAR statement data is unavailable; growth, margins, and net debt computed locally. YoY compares with the same fiscal period a year earlier. A dash means the underlying data or a valid comparison is unavailable.

Sector index: XLY (Consumer Discretionary Select Sector SPDR).

TSLA vs peers
Ticker Company Mkt Cap P/E (ttm) P/E (fwd) Rev Growth Net Margin
TSLA Tesla, Inc. $1.5T 392.5 — 25.5% 3.9%
GM General Motors Co $72.3B 37.1 — 2.1% 3.0%
F FORD MOTOR CO $44.7B — — 6.4% 5.9%
RIVN Rivian Automotive, Inc. / DE $18.4B — — 27.2% −50.2%
Computed from SEC EDGAR and Databento prices, with Yahoo Finance fallback for unavailable EDGAR statements. Forward P/E is unavailable because this site's data sources do not supply analyst earnings estimates.
TSLA — recent SEC filings
Filed Filing Type
Oct 2, 2026 8-K Current report
Sep 29, 2026 8-K Current report
Sep 9, 2026 4 Insider transaction
Jul 23, 2026 10-Q Quarterly report
Jul 22, 2026 8-K Current report
Jul 2, 2026 8-K Current report
Jun 17, 2026 4 Insider transaction
Jun 9, 2026 4 Insider transaction
Source: SEC EDGAR. Each link opens the filing on sec.gov.

Ryan’s pick (long) — MICROSOFT CORP — Information Technology · Services-Prepackaged Software — Market cap $4.0T

MSFT — Quarterly trend
Metric Jun 2025 Sep 2025 Dec 2025 Mar 2026 Jun 2026
Revenue $76.4B $77.7B $81.3B $82.9B $90.0B
Revenue growth (YoY) +18.1% +18.4% +16.7% +18.3% +17.7%
Gross margin 68.6% 69.0% 68.0% 67.6% 67.2%
Operating margin 44.9% 48.9% 47.1% 46.3% 45.1%
Net margin 35.6% 35.7% 47.3% 38.3% 39.7%
Net income $27.2B $27.7B $38.5B $31.8B $35.8B
Diluted EPS — $3.72 $5.16 $4.27 —
Free cash flow $25.6B $25.7B $5.9B $15.8B $19.6B
Net debt $12.9B $14.4B $16.0B $8.2B $19.4B
Fiscal periods, oldest to newest. Statements: SEC EDGAR, with Yahoo Finance fallback when EDGAR statement data is unavailable; growth, margins, and net debt computed locally. YoY compares with the same fiscal period a year earlier. A dash means the underlying data or a valid comparison is unavailable.
MSFT — Annual trend
Metric Jun 2023 Jun 2024 Jun 2025 Jun 2026
Revenue $211.9B $245.1B $281.7B $331.8B
Revenue growth (YoY) +6.9% +15.7% +14.9% +17.8%
Gross margin 68.9% 69.8% 68.8% 67.9%
Operating margin 41.8% 44.6% 45.6% 46.8%
Net margin 34.1% 36.0% 36.1% 40.3%
Net income $72.4B $88.1B $101.8B $133.7B
Diluted EPS $9.68 $11.80 $13.64 $17.95
Free cash flow $59.5B $74.1B $71.6B $67.0B
Net debt $12.5B $26.6B $12.9B $19.4B
Fiscal periods, oldest to newest. Statements: SEC EDGAR, with Yahoo Finance fallback when EDGAR statement data is unavailable; growth, margins, and net debt computed locally. YoY compares with the same fiscal period a year earlier. A dash means the underlying data or a valid comparison is unavailable.

Sector index: XLK (Technology Select Sector SPDR).

MSFT vs peers
Ticker Company Mkt Cap P/E (ttm) P/E (fwd) Rev Growth Net Margin
MSFT MICROSOFT CORP $4.0T 30.0 — 17.7% 39.7%
AAPL Apple Inc. $5.0T 38.6 — 16.4% 27.2%
GOOGL Alphabet Inc. $4.3T 17.7 — 24.2% 93.7%
AMZN AMAZON COM INC $2.8T 20.7 — 19.6% 31.2%
ORCL ORACLE CORP $415.4B 22.0 — 29.6% 24.6%
Computed from SEC EDGAR and Databento prices, with Yahoo Finance fallback for unavailable EDGAR statements. Forward P/E is unavailable because this site's data sources do not supply analyst earnings estimates.
MSFT — recent SEC filings
Filed Filing Type
Sep 17, 2026 4 Insider transaction
Sep 17, 2026 4 Insider transaction
Sep 17, 2026 4 Insider transaction
Sep 17, 2026 4 Insider transaction
Sep 17, 2026 4 Insider transaction
Sep 15, 2026 4 Insider transaction
Sep 15, 2026 4 Insider transaction
Sep 15, 2026 4 Insider transaction
Source: SEC EDGAR. Each link opens the filing on sec.gov.

Joe’s pick (long) — AMERICAN EXPRESS CO — Financials · Finance Services — Market cap $210.4B

AXP — Quarterly trend
Metric Jun 2025 Sep 2025 Dec 2025 Mar 2026 Jun 2026
Revenue $17.9B $18.4B $19.0B $18.9B $19.6B
Revenue growth (YoY) +9.3% +10.8% +10.5% +11.4% +10.0%
Gross margin — — — — —
Operating margin — — — — —
Net margin 16.2% 15.7% 13.0% 15.7% 15.8%
Net income $2.9B $2.9B $2.5B $3.0B $3.1B
Diluted EPS $4.08 $4.14 — $4.28 $4.53
Free cash flow $3.7B $5.6B $2.3B $2.7B $4.5B
Net debt $265.0M $3.1B $8.6B $5.0B $11.8B
Fiscal periods, oldest to newest. Statements: SEC EDGAR, with Yahoo Finance fallback when EDGAR statement data is unavailable; growth, margins, and net debt computed locally. YoY compares with the same fiscal period a year earlier. A dash means the underlying data or a valid comparison is unavailable.
AXP — Annual trend
Metric Dec 2022 Dec 2023 Dec 2024 Dec 2025
Revenue $52.9B $60.5B $65.9B $72.2B
Revenue growth (YoY) +24.7% +14.5% +9.0% +9.5%
Gross margin — — — —
Operating margin — — — —
Net margin 14.2% 13.8% 15.4% 15.0%
Net income $7.5B $8.4B $10.1B $10.8B
Diluted EPS $9.85 $11.21 $14.01 $15.38
Free cash flow $19.2B $17.0B $12.1B $16.0B
Net debt $8.7B $1.3B $9.1B $8.6B
Fiscal periods, oldest to newest. Statements: SEC EDGAR, with Yahoo Finance fallback when EDGAR statement data is unavailable; growth, margins, and net debt computed locally. YoY compares with the same fiscal period a year earlier. A dash means the underlying data or a valid comparison is unavailable.

Sector index: XLF (Financial Select Sector SPDR).

AXP vs peers
Ticker Company Mkt Cap P/E (ttm) P/E (fwd) Rev Growth Net Margin
AXP AMERICAN EXPRESS CO $210.4B 18.4 — 10.0% 15.8%
V VISA INC. $182.7B 8.2 — 17.1% 53.6%
COF CAPITAL ONE FINANCIAL CORP $123.4B 11.7 — 49.8% —
MA Mastercard Inc $72.9B 4.5 — 14.1% 47.2%
DFS DFS — — — — —
Computed from SEC EDGAR and Databento prices, with Yahoo Finance fallback for unavailable EDGAR statements. Forward P/E is unavailable because this site's data sources do not supply analyst earnings estimates.
AXP — recent SEC filings
Filed Filing Type
Oct 8, 2026 8-K Current report
Oct 2, 2026 4 Insider transaction
Oct 2, 2026 4 Insider transaction
Oct 2, 2026 4 Insider transaction
Oct 2, 2026 4 Insider transaction
Oct 2, 2026 4 Insider transaction
Oct 2, 2026 4 Insider transaction
Oct 2, 2026 4 Insider transaction
Source: SEC EDGAR. Each link opens the filing on sec.gov.

Tyler’s pick (long) — GENERAL ELECTRIC CO — Industrials · Electronic & Other Electrical Equipment (No Computer Equip) — Market cap $320.2B

GE — Quarterly trend
Metric Jun 2025 Sep 2025 Dec 2025 Mar 2026 Jun 2026
Revenue $11.0B $12.2B $12.7B $12.4B $13.3B
Revenue growth (YoY) +21.2% +23.8% +17.6% +24.7% +21.1%
Gross margin — — — — —
Operating margin — — — — —
Net margin 18.4% 17.7% 20.0% 15.4% 17.8%
Net income $2.0B $2.2B $2.5B $1.9B $2.4B
Diluted EPS $1.89 $2.02 — $1.81 $2.26
Free cash flow $1.9B $2.2B $1.9B $1.5B $2.9B
Net debt $8.0B $8.3B $8.1B $9.3B $9.8B
Fiscal periods, oldest to newest. Statements: SEC EDGAR, with Yahoo Finance fallback when EDGAR statement data is unavailable; growth, margins, and net debt computed locally. YoY compares with the same fiscal period a year earlier. A dash means the underlying data or a valid comparison is unavailable.
GE — Annual trend
Metric Dec 2022 Dec 2023 Dec 2024 Dec 2025
Revenue $29.1B $35.3B $38.7B $45.9B
Revenue growth (YoY) -48.4% +21.3% +9.5% +18.5%
Gross margin — — — —
Operating margin — — — —
Net margin 1.2% 26.8% 16.9% 19.0%
Net income $336.0M $9.5B $6.6B $8.7B
Diluted EPS $0.05 $8.36 $5.99 $8.14
Free cash flow $5.3B $4.3B $3.7B $7.3B
Net debt $8.2B $5.3B $5.7B $8.1B
Fiscal periods, oldest to newest. Statements: SEC EDGAR, with Yahoo Finance fallback when EDGAR statement data is unavailable; growth, margins, and net debt computed locally. YoY compares with the same fiscal period a year earlier. A dash means the underlying data or a valid comparison is unavailable.

Sector index: XLI (Industrial Select Sector SPDR).

GE vs peers
Ticker Company Mkt Cap P/E (ttm) P/E (fwd) Rev Growth Net Margin
GE GENERAL ELECTRIC CO $320.2B 35.7 — 21.1% 17.8%
RTX RTX Corp $251.6B 32.5 — 14.5% 8.7%
HWM Howmet Aerospace Inc. $88.1B 47.1 — 24.1% 21.0%
HON HONEYWELL INTERNATIONAL INC $66.4B 8.1 — 4.3% 58.5%
Computed from SEC EDGAR and Databento prices, with Yahoo Finance fallback for unavailable EDGAR statements. Forward P/E is unavailable because this site's data sources do not supply analyst earnings estimates.
GE — recent SEC filings
Filed Filing Type
Oct 2, 2026 4 Insider transaction
Oct 2, 2026 4 Insider transaction
Oct 2, 2026 4 Insider transaction
Sep 22, 2026 8-K Current report
Sep 8, 2026 8-K Current report
Aug 12, 2026 4 Insider transaction
Jul 28, 2026 4 Insider transaction
Jul 27, 2026 4 Insider transaction
Source: SEC EDGAR. Each link opens the filing on sec.gov.

4 Data Sources

  • Financial statements primarily come from SEC EDGAR, with a Yahoo Finance fallback when EDGAR returns no statement data for a company. Growth rates, margins, free cash flow, and net debt are computed locally from the retrieved statements. Company profiles and filing links come from EDGAR.
  • Stock and ETF prices come from Databento: official closing prices for completed sessions, and its US Equities Mini feed for the current session during market hours.
  • Bitcoin prices come from the Kraken public market-data API.
  • The S&P 500 benchmark is tracked with the SPY ETF on price return (dividends excluded), consistent with the index-level baseline used before July 2026.
  • Peer-comparison figures (market cap, P/E, growth, margins) use EDGAR shares outstanding, the statement sources above, and Databento prices.
  • Dividends come from Yahoo Finance, retrieved with yfinance, an open-source Python package not affiliated with Yahoo.
  • Technical indicators (moving averages, RSI) are computed locally from the price history.
  • Sector indexes are the Select Sector SPDR ETFs (XLK, XLY, XLF, XLI).
  • Figures refresh with each site build and may lag live markets. Not affiliated with or endorsed by the SEC.

5 Code Attribution

  • The leaderboard and performance charts are my own code.
  • The Stock Deep Dives section and the analytics modules behind it were built with Claude Code (Anthropic) to a design, data sourcing, and review process I directed.
  • Codex (OpenAI) assisted with development, review, and site maintenance.