The Economic Question
Does the stock exhibit characteristics that have historically been associated with return, resilience or near-term opportunity? The six Parallax dimensions are Value, Quality, Momentum, Defensive, Size and Tactical. Scores run from 0 to 10, with higher scores more supportive. Size is expressed through portfolio construction rather than through the stock-level overall score.First-Principles Derivation
A factor score is a relative rank assembled from multiple signals.Factor score = rounded relative rank of a precision-weighted signal ensemble
Because the displayed component scores are rounded and the combination runs on the underlying ranks, an overall score cannot be reproduced exactly by recombining the numbers on the page. The components tell you where the evidence is strong and weak. They are not a worksheet for recomputing the total.
Value compares price with fundamentals. Quality tests profitability, balance-sheet strength, cash conversion and accounting quality. Momentum measures intermediate price and earnings direction. Defensive measures low-volatility and resilience characteristics. Tactical captures shorter-lived liquidity, flow and event conditions. Size influences attention, liquidity and implementation.
The score can support or challenge a valuation thesis. It cannot produce a price target, because it does not forecast company cash flows and does not specify a discount rate.
What Each Factor Contributes
The overall score combines the stock-selection factors under a controlled weighting process. Reconciliation uses the overall recommendation together with the strongest and weakest component evidence. It does not reinterpret an unavailable score, and it does not use a factor label as a substitute for data.
A Worked Reconciliation
An issuer trades at 100.0. Its DCF range is 80.0 to 120.0 and the peer range is 95.0 to 130.0. Factor scores are Value 8.0, Quality 4.0, Momentum 3.0, Defensive 7.0 and Tactical 6.0, with an overall score of 6.4. The correct reading is conditional:- DCF says the current price sits inside the independently supported operating range.
- Peers say the market prices related companies at a somewhat higher range.
- Value supports relative cheapness and Defensive supports resilience.
- Momentum says the market has not confirmed the thesis over the intermediate horizon.
- Quality remains the central fundamental weakness.
Interpretation Note
Factor Value measures relative characteristics, while DCF values a company under specified operating assumptions. A high Value score can coexist with a lower intrinsic estimate. Compare sector valuations, earnings sustainability and balance-sheet strength to understand the difference.
How to Assess the Result
For each factor, ask whether the score measures the same horizon and economic object as the valuation conclusion.- A Momentum conflict may be a timing question.
- A Quality conflict may challenge margins or the fade period.
- A Defensive conflict may challenge position sizing rather than fair value.
- A Value conflict may reveal that peer and DCF denominators sit on different accounting bases.
When to Reassess
The score is stale or unavailable; the scale is misread; the strongest and weakest components are not cited; or the narrative converts a relative rank into a cash-flow forecast. A factor conclusion also fails when the underlying signal is structurally inappropriate for the company’s archetype.How Parallax Applies This
Parallax carries factor date, scale, recommendation and component scores into reconciliation. It names the strongest and weakest evidence, and explains whether they support, complicate, or sit outside the valuation thesis. Factor evidence never establishes an intrinsic range, and it is never blended into a composite fair value.Factor Deep Dive
Detailed implementation of each of the six factors.
Technical Evidence
Where price behavior informs timing, sizing and risk.