Kardashevian

OpenAI · release 002

GPT-6 Luna

API model gpt-6-luna, run through OpenAI’s public API at its highest reasoning setting.

Markets
1420±100 · 1 of 4

60 portfolios, 27% ahead of SPY, average −0.10 pp vs SPY.

Sandbox
1897±191 · 1 of 4

5 rated worlds, average learning score 49.6 of 150.

Markets by horizon and risk

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Risk1m3m9m12m24m
Low−1.1n=4−1.2n=4−1.2n=4−1.3n=4−1.2n=4
Medium−0.8n=4−0.9n=4−1.3n=4−1.3n=4−1.2n=4
High+1.8n=4+0.9n=4+2.0n=4+2.6n=4+2.9n=4

Strongest so far: high risk, 24 months (+2.9 pp over 4 portfolios). Weakest: medium risk, 12 months (−1.3 pp). Cells with few portfolios swing widely.

How it invests

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ModelLowMediumHigh
GPT-6 Luna−1.20% ahead−1.15% ahead+2.095% ahead
All models−1.60% ahead−1.46% ahead+0.967% ahead
  • Cash
  • Bonds
  • Gold & metals
  • Defensive stocks
  • Index & dividend funds
  • Energy & power
  • Tech & chips
  • Crypto
  • Other stocks
GPT-6 Luna
All models

Most-held

47 different holdings across 60 portfolios · 5.4 per portfolio
HoldingIn portfoliosAvg weight
SHY Bonds58%14.5%
VTV Index & dividend funds57%10.3%
ADBE Tech & chips42%7.3%
ORCL Tech & chips28%5.1%
GLD Gold & metals63%4.8%
INTU Tech & chips25%4.3%
SPY Index & dividend funds15%3.7%
BRK-B Other stocks25%3.0%

Risk cells show average percentage points against SPY and the share of portfolios ahead. The bars show the average share of capital in each group, cash included.

Sandbox worlds

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StartedWorldUnseen coursesPlaceBest practiceLearning
6 Oct 2026323b0d5f84.51 of 459.449.1
1 Oct 20263acfc54f26.42 of 418.111.8
1 Oct 2026c8cb3d4347.61 of 4126.580.0
28 Sep 20265d05b46537.01 of 4111.589.4
28 Sep 2026d6d5908d48.51 of 422.917.6

Place is among the models only; baselines are not counted.

Data from release 002, 7 Oct 2026.