Dated structural research · read evidence scope and limitationsLedger 23 Oct 2026 · Scores 30 Sep 2026
System to Token

Methodology

How We Evaluate Networks and Tokens

We assess four distinct parts of a crypto asset's long-term structural opportunity: the importance of its underlying financial system, the economic benefits that reach its public token, the potential for broader investment demand, and the burden created by token supply.

We also examine the strength of the supporting evidence and where major questions remain unresolved. These assessments help compare long-term structural positions. They are not token-price forecasts, current valuation scores or investment recommendations.

System Importance concerns the financial role of a system. Economic Capture concerns benefits mechanically reaching its public token. Market Transmission concerns distinct inventory, collateral, balance-sheet or market-proxy channels. Structural Supply Burden is inverse: higher means heavier burden. None alone establishes an investment return or current token valuation.

Methodology: v2.0-STRUCTURAL-FROZEN. Numerical Score Registry: 30 September 2026. Canonical Ledger reconciliation: 16 October 2026. Each asset retains its own forensic cutoff. Evidence dates and research-depth labels do not silently rescore the numerical registry. Warranted ranges express analytical uncertainty; evidence confidence is not a forecast of returns.

The structural components

01

System Importance

How much the defined financial infrastructure matters, combining current gravity, forward position, compounding and resilience.

02

Economic Capture

Whether useful system activity creates native-token demand, persistent inventory, locking, burn, collateral or security demand.

03

Market Transmission

Whether system success reaches the token through outside investment and proxy demand. This is distinct from Economic Capture.

04

Structural Supply Burden

Seller-capable flow, strategic inventory, release authority and lock/release quality. Higher values mean heavier burden.

Structural Token Opportunity

Structural Token Opportunity is a durable structural assessment. It is not a price forecast, expected-return estimate, buy/sell recommendation, or current valuation score. STO measures structural token opportunity, not whether a token is attractive at today’s price. It does not score current valuation, near-term catalysts, entry conditions, market regime, flows or portfolio context.

The website reads the canonical output. It does not rerun formulas or infer a new score from Ledger evidence.

Public scores are rounded. Ordering within close or tied scores is deterministic, not a claim that adjacent assets are meaningfully separated.

Warranted range vs confidence

Warranted range

How differently reasonable analysts could score the same present evidence. Future catalysts do not belong inside today’s range.

Evidence confidence

Evidence hardness and unresolved score-moving variables. Confidence is not another score and does not measure expected returns.

Tier and stage ask different questions

Tier expresses proof strength using the Ledger’s A / B / C / D / F classification. Stage expresses deployment maturity: live production, committed deployment, pilot, enabler, roadmap or monitoring. A well-evidenced roadmap is still a roadmap.

Canonical tier assignments remain unchanged. Read the evidence-confidence concept for source quality, stage, research depth and retrieval limits; no replacement tier rubric is invented.

Causal-path status

Versioned, object-specific authority

The Ledger controls evidence; the Score Registry controls numbers; audited reports control dated forensic propositions. Human review governs material public synthesis, corrections and indexable research pages.

See the research process

Explore the methodology

Crypto token value capture

Understand gas, burn, security, collateral and acquisition channels without equating token use with durable holder benefit.