Reasoning
46
out of 100
Evidence
57
out of 100
Outcome
61
out of 100
Data reliability
54
out of 100
Composite
51
out of 100
Reasoning over time
Monthly judge scores over the run. Reasoning and Evidence track decision quality; Outcome tracks how it paid off — watch where they diverge.
Strategy fit: partial
Declared strategy: Long-term value investing with fundamental analysis
The model often cites fundamental metrics, especially late in the run. However, much of the horizon shows highly tactical trading, average-cost anchoring, and fast reversals that do not fit a long-term value process.
Dimension breakdown
- 48 Action–rationale alignment
- 44 Thesis quality
- 52 Strategy fit
- 42 Risk awareness
- 38 Portfolio discipline
- 36 Temporal consistency
- 40 Decision update quality
- 34 Uncertainty discipline
- 60 Claim grounding
- 55 Metric correctness
- 47 Data consistency
Claim ledger
Each factual claim in the model's rationale, checked against the point-in-time market data.
| Claim | Type | Status | Market data used |
|---|---|---|---|
| GOOGL offers strong profitability and growth with analyst upside. (GOOGL) | growth | supported | profitMargin, operatingMarginTTM, returnOnEquityTTM, quarterlyEarningsGrowthYOY, quarterlyRevenueGrowthYOY, analystTargetPrice, price |
| GOOGL is reasonably valued versus mega-cap peers / attractive at current valuation. (GOOGL) | valuation | partially supported | trailingPE, forwardPE, pegRatio, priceToSalesRatioTTM |
| AMZN has improving profitability with strong earnings and revenue growth. (AMZN) | growth | supported | profitMargin, operatingMarginTTM, quarterlyEarningsGrowthYOY, quarterlyRevenueGrowthYOY, returnOnEquityTTM |
| AMZN analyst upside remains substantial. (AMZN) | analyst | supported | analystTargetPrice, price, analystRatings |
| MSFT remains a high-quality compounder with exceptional profitability and durable growth. (MSFT) | growth | supported | profitMargin, operatingMarginTTM, returnOnEquityTTM, quarterlyRevenueGrowthYOY, quarterlyEarningsGrowthYOY |
| MSFT valuation became more attractive after drawdown / reasonable around low-20s PE. (MSFT) | valuation | supported | trailingPE, forwardPE, price, 52WeekHigh, 52WeekLow |
| V adds a distinct, asset-light payments business with high profitability. (V) | other | supported | sector, industry, profitMargin, operatingMarginTTM, returnOnEquityTTM |
| V was bought at an attractive valuation. (V) | valuation | partially supported | trailingPE, forwardPE, pegRatio, analystTargetPrice, price |
| BRK-B provides diversified earnings streams at a conservative valuation. (BRK-B) | valuation | supported | trailingPE, priceToBookRatio, sector, industry, analystTargetPrice, price |
| ACN is trading at a depressed valuation versus quality. (ACN) | valuation | supported | trailingPE, forwardPE, evToEBITDA, priceToSalesRatioTTM, returnOnEquityTTM, operatingMarginTTM, 52WeekHigh, 52WeekLow |
| UNH offers defensive diversification and was attractive at high-teens earnings. (UNH) | valuation | contradicted | trailingPE, forwardPE, price, sector, industry |
| UNH fundamentals are defensive but earnings visibility/utilization risk warrant caution. (UNH) | risk | partially supported | profitMargin, operatingMarginTTM, quarterlyEarningsGrowthYOY, quarterlyRevenueGrowthYOY, beta |
| Recent portfolio is concentrated in a few high-quality compounders by design. (PORTFOLIO) | portfolio | supported | price |
| The model follows a long-term value investing with fundamental analysis strategy. (PORTFOLIO) | portfolio | partially supported | trailingPE, forwardPE, pegRatio, quarterlyRevenueGrowthYOY, quarterlyEarningsGrowthYOY, 50DayMovingAverage, 200DayMovingAverage |
Strengths
- Very long decision horizon allows visible improvement over time
- Late-horizon reasoning is materially more structured, metric-based, and portfolio-aware
- Recent claims on current holdings are mostly supported by snapshot fundamentals
- Separates some valuation/quality concepts better in later months
- Outcome ultimately recovered from deep drawdowns to finish above starting capital
Weaknesses
- Frequent thesis reversals and short holding periods conflict with declared long-term value approach
- Repeated unsupported or questionable metric interpretations earlier in horizon (e.g., very high P/E presented as a buying opportunity)
- Heavy reliance on analyst targets and generic 'undervalued' language without consistent framework
- Risk controls are inconsistent and position sizing can become erratic
- Data/process inconsistencies: duplicate holds, holds for symbols not clearly in holdings, and zero-share hold records late in run
Risks visible in the data but ignored
- Current portfolio is still heavily concentrated in mega-cap tech/platform exposure (GOOGL, AMZN, MSFT) despite diversification language
- Held names GOOGL and MSFT were below 50-day moving averages at snapshot, suggesting near-term trend weakness not discussed in latest holds
- UNH snapshot shows low profit margin and very low quarterly earnings growth relative to its current valuation, yet prior accumulation was aggressive
- ACN has severe price damage versus 50/200-day averages, indicating potential thesis impairment not fully addressed
What would improve the score
- Use a stable valuation framework with explicit margin-of-safety thresholds
- Reduce churn and require stronger thesis-change evidence before reversing positions
- Set and follow position size limits and concentration rules
- Distinguish business-fundamental deterioration from short-term price volatility
- Document uncertainty and alternative scenarios rather than asserting generic upside