Charlie Munger model inputs
Score each input from 0 to 100, multiply by the weight, then read the total with the score band table.
| Input | Weight | What to check |
|---|---|---|
| Moat durability | 25% | Switching costs, network effects, brand, scale, regulation, distribution. |
| Returns on capital | 20% | ROIC, operating margin resilience, incremental returns, cash quality. |
| Pricing power | 15% | Ability to raise price without losing customers or volume. |
| Reinvestment runway | 15% | Where incremental capital can compound at high returns. |
| Management and allocation | 15% | Incentives, buybacks, acquisitions, culture, and capital discipline. |
| Valuation discipline | 10% | Whether the current price already assumes flawless compounding. |
Charlie Munger score bands
Use the score as a research gate, not as a price target or recommendation.
| Score | Output | Meaning |
|---|---|---|
| 85-100 | Compounder candidate | Quality is measurable and valuation still leaves room for return. |
| 70-84 | Quality watchlist | Business quality is strong, but price or moat durability needs confirmation. |
| 50-69 | Admired but expensive | Good company, weak prospective return. |
| 0-49 | Not a Munger setup | Moat or capital returns are not durable enough. |
Charlie Munger action matrix
The action matrix converts model conditions into the next research step.
| Setup | Action | Why |
|---|---|---|
| High ROIC + long runway + fair price | Research deeply | Compare peers and stress-test valuation. |
| High quality + extreme valuation | Wait | The business can be great while the stock is unattractive. |
| High growth + weak moat | Reject | Growth without durability is not a compounder. |
| Moat erosion signs | Re-score | Quality models must update when the moat changes. |
Investor Checklist
- Moat durability (25%): Switching costs, network effects, brand, scale, regulation, distribution.
- Returns on capital (20%): ROIC, operating margin resilience, incremental returns, cash quality.
- Pricing power (15%): Ability to raise price without losing customers or volume.
- Reinvestment runway (15%): Where incremental capital can compound at high returns.
- Management and allocation (15%): Incentives, buybacks, acquisitions, culture, and capital discipline.
- Valuation discipline (10%): Whether the current price already assumes flawless compounding.
The Model
Munger Quality Compounder Score: Score = 25% moat durability + 20% returns on capital + 15% pricing power + 15% reinvestment runway + 15% management/capital allocation + 10% valuation discipline.
- Moat durability (25%) — Switching costs, network effects, brand, scale, regulation, distribution.
- Returns on capital (20%) — ROIC, operating margin resilience, incremental returns, cash quality.
- Pricing power (15%) — Ability to raise price without losing customers or volume.
- Reinvestment runway (15%) — Where incremental capital can compound at high returns.
- Management and allocation (15%) — Incentives, buybacks, acquisitions, culture, and capital discipline.
- Valuation discipline (10%) — Whether the current price already assumes flawless compounding.
Scorecard and action tables
Use the tables above as the working model. Fill each input with current evidence, assign a rough score, then let the action matrix decide whether the page deserves deeper research.
- High ROIC + long runway + fair price: Research deeply — Compare peers and stress-test valuation.
- High quality + extreme valuation: Wait — The business can be great while the stock is unattractive.
- High growth + weak moat: Reject — Growth without durability is not a compounder.
- Moat erosion signs: Re-score — Quality models must update when the moat changes.
How To Read The Score
The score is not a price target. It is a research gate. High scores mean the setup deserves deeper work; low scores mean the model is warning that the thesis is incomplete.
- 85-100: Compounder candidate — Quality is measurable and valuation still leaves room for return.
- 70-84: Quality watchlist — Business quality is strong, but price or moat durability needs confirmation.
- 50-69: Admired but expensive — Good company, weak prospective return.
- 0-49: Not a Munger setup — Moat or capital returns are not durable enough.
Hard Invalidation Rules
These rules override the score. If one hard invalidation appears, the model should be re-scored before any position decision.
- ROIC falls because incremental growth is lower quality.
- Pricing power weakens or customer retention deteriorates.
- Management allocates capital into low-return acquisitions or poor buybacks.
- Valuation requires too many years of perfect execution.
Example Model Run
A software company with 30% margins but slowing retention and a valuation that assumes 10 years of clean growth might score 64. The model says admired but expensive.
SnowballHare Data Workflow
Run the model with SnowballHare pages as evidence sources. The goal is to make each score traceable, not subjective.
- Use compare pages to test whether the moat is stronger than peers, not just better known.
- Use earnings analysis to check margin durability and cash conversion.
- Use 13F pages to see how long-term investors size quality compounders.
- Use forecasts to test whether premium valuation still leaves enough return.
Model Traps
The model becomes dangerous when one input is treated as the whole answer.
- Using quality as an excuse to ignore valuation.
- Confusing high growth with a real moat.
- Ignoring management incentives and capital allocation.
- Failing to update when the moat begins to erode.
When To Use Another Model
It can become vague if every admired company is called high quality. It can also underreact when a once-great moat is being weakened by technology, regulation, or customer behavior.
Common Questions
Does Munger-style investing mean never selling?
No. Patience matters only while the moat, returns, management, and valuation still support the thesis.
What is the first quality variable to check?
Start with the moat source and whether it is visible in returns on capital, margins, retention, or pricing power.
Can a high-quality stock be a bad investment?
Yes. If the price already assumes perfect compounding, future returns can be weak even for a great business.
How should SnowballHare users apply it?
Use compare, earnings, 13F, and forecast pages to check moat durability, cash quality, and valuation support.
What is the main investment question for Charlie Munger?
The core question is whether current data supports a stronger earnings, valuation, or risk signal than the market already expects.
What should investors check first?
Start with the latest reported numbers, guidance, margin direction, valuation expectations, and the risks that would weaken the thesis.