Finance Comparable Valuation

Use this skill when the question is not just "what is this worth?" but "how does it stack up against alternatives?"

Use when

• The user wants to compare multiple companies or candidates.
• The discussion depends on relative valuation, growth quality, margins, or balance-sheet strength.
• A decision requires a consistent side-by-side framework.

Do not use when

• Only one company matters.
• The comparison set is too inconsistent to support a fair benchmark.
• The task is a pure DCF build with no relative lens.

Comparison rules

• Normalize the frame before judging the result.
• Compare like with like on period, scale, business model, and capital intensity.
• Do not let one headline multiple decide the whole conclusion.
• Call out when one candidate is cheaper for a reason.

Workflow

1. Set the comparison frame

Clarify:

• which companies are in scope
• which periods are comparable
• whether the comparison is about valuation, quality, growth, risk, or all of them

2. Choose the right lenses

Potential lenses:

• profitability and margin quality
• growth durability
• leverage and liquidity
• cash conversion
• valuation multiples
• business quality and resilience

3. Normalize and compare

For each important lens:

• use the same basis across candidates
• identify outliers and reasons
• separate cheapness from real quality

4. Conclude with tradeoffs

The answer should explain:

• who looks stronger on quality
• who looks more attractive on valuation
• where the market may be over- or under-pricing risk
• what extra diligence would change the ranking

Output format

Return:

1. Comparison frame

• candidates
• period basis
• key assumptions

2. Side-by-side comparison

• metric or lens
• candidate observations
• notable gaps or caveats

3. Relative conclusion

• strongest candidate and why
• cheapest candidate and why
• where the tradeoff is real rather than cosmetic

Use together with

• finance-ratio-benchmarking
• finance-dcf-valuation
• finance-investment-screening