25 variables

Which crypto fundamentals the market actually pays for

Each of the 25 scored variables ranked against live market capitalisation across 251 tokens. The gap between what the framework rewards and what the market pays for is the whole opportunity set.

Scoring pass 18 Sept 2026. Market snapshot 7 Oct 2026.

01

What the market charges for

The right-hand column is a rank correlation between a variable and market capitalisation. High means the market already pays up for tokens that score well, so the score is mostly in the price. Near zero means the market is indifferent, which is where a variable can still be worth something to somebody willing to hold the disagreement.

Exchange Depth is the most priced variable in the set at 0.65, and P/S Multiple the least at -0.12. 19 of 25 variables clear 0.15; the other 6 show no consistent preference at all. Read down the bottom of this table and you are looking at every input the market is currently not charging for.

0.53
Position
5 variables
0.34
Traction
4 variables
0.34
Risk
5 variables
0.22
Ownership
3 variables
0.13
Cash flow
4 variables
0.11
Supply
4 variables

Mean correlation with market capitalisation by theme. The spread between the top theme and the bottom one is the single most useful number on this page: it says the market is paying for position and not for supply.

25 fundamental variables ranked by rank correlation with market capitalisation
#VariableThemeMedianComposite rMarket cap
1Exchange DepthPosition50.450.65
2Social MindsharePosition40.630.57
3Institutional AdoptionPosition30.80.54
4Market SharePosition40.820.49
5Active UsersTraction40.860.47
6Catalyst CalendarRisk40.840.45
7Treasury RunwayRisk50.790.44
8Smart Money FlowsOwnership40.910.41
9Competitive MoatPosition40.840.39
10Network GrowthTraction40.890.38
11Team ExecutionRisk50.860.32
12Developer ActivityTraction50.760.29
13Regulatory SafetyRisk50.320.28
14Revenue TrendCash flow30.860.27
15Protocol RevenueCash flow30.820.25
16TVL TrendTraction30.780.22
17Holder ConcentrationOwnership40.60.2
18BTC Alpha PotentialRisk30.630.2
19Circulating / FDV RatioSupply60.210.19
20Vesting ScheduleSupply50.320.13
21Real Staking YieldCash flow40.510.13
22Buyback and BurnSupply20.640.07
23Supply InflationSupply50.340.06
24Insider SellingOwnership50.580.05
25P/S MultipleCash flow40.57-0.12

Rank correlation (Spearman) against market capitalisation, computed over the tokens with a matched live market row. Composite r is Pearson against the total score. Correlation describes this universe at this moment. It is not a claim about cause.

02

Variables that say the same thing twice

23 pairs correlate at 0.8 or above across the 251 rated tokens. Any framework built by hand accumulates these, and knowing where they are stops a reader treating one finding as two.

0.89
Smart Money Flows and Network Growth
0.89
Network Growth and Catalyst Calendar
0.87
Supply Inflation and Vesting Schedule
0.86
Smart Money Flows and Team Execution
0.86
Active Users and Network Growth
0.86
Developer Activity and Team Execution
0.85
Smart Money Flows and Catalyst Calendar
0.85
Team Execution and Network Growth
0.84
Revenue Trend and TVL Trend
0.84
Developer Activity and Network Growth
0.82
Vesting Schedule and Circulating / FDV Ratio
0.82
TVL Trend and Network Growth
0.82
Active Users and Smart Money Flows
0.82
Active Users and Market Share
0.82
Market Share and Network Growth
0.82
Competitive Moat and Smart Money Flows
0.82
Competitive Moat and Network Growth
0.82
Institutional Adoption and Smart Money Flows
0.82
Treasury Runway and Team Execution
0.81
Protocol Revenue and Revenue Trend
0.81
Market Share and Competitive Moat
0.81
Catalyst Calendar and Team Execution
0.8
Revenue Trend and Network Growth
03

All 25 variables by theme

Each variable has its own ranking of every rated token, so a single-variable screen is one click away: the cheapest tokens on cash flow, the cleanest on supply, the deepest on liquidity.

Cash flow

Supply

Ownership

Traction

Position

Risk

04

Common questions

Which crypto fundamentals correlate with market cap?
Exchange Depth correlates most strongly at 0.65, followed by the rest of the positioning variables. 6 of the 25 variables sit at 0.15 or below, meaning the market shows no consistent preference for them at all.
Do tokenomics affect a crypto token's price?
On this universe of 251 rated tokens, barely. The supply variables average 0.11 against market capitalisation, the weakest of any theme in the framework, while the positioning variables average 0.53. That is a statement about what the market currently charges for, not about what determines a long-term return.
How many independent fundamental variables are there?
Fewer than 25. 23 variable pairs correlate at 0.8 or above across the universe, which means they are close to restating each other and should be read as one position rather than two confirmations.

Keep reading

Research and analysis, not investment advice. Correlations describe the rated universe at one point in time.