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The Method Comparison

Here's why every Ethereum valuation gives you a different answer.

7 leading frameworks produce fair-value estimates from $820 to $740,000 — and there's a structural reason none of them converge.

Sources audited: CryptoQuant, VanEck, Coinbase Institutional, ARK Invest, CoinShares, Token Terminal, Etherealize, Consensys, ultrasound.money.

Already comparing frameworks? See how the tools that publish them compare too →

The state of consensus

The same $260 billion asset, priced 900× apart by credible analysts.

These are not random takes. Each number below comes from a published model by a major research desk, asset manager, or on-chain data provider. The frameworks disagree by orders of magnitude.

P/Sales

$820

Severely overvalued

Token Terminal-style

NVT

$4,800

Slightly overvalued

CryptoQuant, 2024

Metcalfe's Law

$9,484

Deeply undervalued

CryptoQuant, 2024

DCF (revised)

$11,800

Cut 46% in 12mo

VanEck, Dec 2024

Sovereign Bond

$120,000

Long-term target

Coinbase Institutional

Etherealize

$740,000

Global macro target

Etherealize, 2025

Lowest

$820

P/Sales

Spread

~900×

low to high

Highest

$740,000

Etherealize

When credible models disagree by three orders of magnitude on the same balance sheet, the framework — not the data — is what's broken.

See it move

Watch every framework break.

We took the four most legible models — DCF, Ultrasound Money, Metcalfe, and NVT — and animated the exact moment each one stops describing Ethereum. Then the read that measures it in its own units, tested on data it had never seen.

Side-by-side

Every framework, audited
— and where each one breaks.

We audited every major published Ethereum valuation model — DCF, Metcalfe, NVT, P/Sales, Cost-to-Corrupt, Sovereign Bond, and Ultrasound Money. For each one: what it actually measures, the single assumption it depends on, and the moment that assumption fails.

DCF / Staking Yield

$11,800 – $22,000

What it measures
Staking issuance + EIP-1559 burn, discounted at WACC.
Biggest miss
Staking yield has roughly halved since Dencun (Mar 2024) — from ~5.5% APR to under 3%. Both inputs compressed: L1 priority tips fell as throughput migrated to L2s. A DCF anchored on the pre-Dencun yield is mechanically wrong.
Our verdict
A real cash flow, modeled with the wrong tool. Equity DCF assumes stable distribution. Ethereum changes its monetary policy by hard fork.

Ultrasound Money

Qualitative — "deflationary therefore valuable"

What it measures
Net issuance after burn. Compares ETH supply curve to BTC.
Biggest miss
After Dencun (Mar 2024), L1 base-fee burn collapsed and the EIP-4844 blob base fee sits near its 1-wei floor — together the two burn streams no longer offset validator issuance. ETH supply has been net inflationary on a year-over-year basis ever since.
Our verdict
Half a thesis. Sound money is a property, not a valuation. It tells you a token is hard to debase — not what it should cost.

Metcalfe

$2,400 – $9,484

What it measures
Active addresses squared (or n·log(n)). Network size as proxy for value.
Biggest miss
Metcalfe's Law was derived for telecom networks: one address = one user, connecting bilaterally to other users. Ethereum violates both premises — one user holds many addresses (smart wallets, multisigs, throwaways), and most activity is user-to-contract, not user-to-user. The n² scaling has no foundation here.
Our verdict
A heuristic for telecoms applied to a programmable economy. The fit is correlational, not causal.

NVT

$3,200 – $4,800

What it measures
Market cap ÷ transaction volume. The crypto P/E ratio.
Biggest miss
NVT was built for Bitcoin, where transaction volume approximates value transferred in the native asset. On Ethereum, the bulk of measured volume is stablecoin transfers, MEV-driven arbitrage, and DeFi internal flows — none of which represents value accruing to ETH the asset. The ratio measures activity intensity, not ETH's claim on it.
Our verdict
A volume ratio dressed as valuation. Useful for sentiment timing, not for fair value.

P/Sales

$677 – $820

What it measures
Market cap ÷ annualized fees. Borrowed directly from SaaS valuation.
Biggest miss
Ethereum has no firm, no shareholders, and no sales line — it's a public protocol, not a business. P/Sales applies an equity multiple to L1 fees, but ETH holders have no equity-style claim on those fees: validators take the priority tips, the base fee burns. The framework is applying corporate-finance machinery to something that isn't a corporation.
Our verdict
Right to look at fees. Wrong to ignore where they migrated. A SaaS lens on a settlement asset.

Cost-to-Corrupt

Floor only — "ETH must exceed cost to attack"

What it measures
Total ETH staked × replacement cost of validator security.
Biggest miss
Defines a price floor, not a price. Cost-to-attack tells you the security budget. Markets price expected value, not infrastructure cost.
Our verdict
The strongest qualitative frame in this list. But "you can't attack it for less than X" isn't a fair value — it's a moat.

Sovereign Bond

$50,000 – $740,000

What it measures
ETH treated as a perpetuity on global settlement. Coupon = burn + staking yield.
Biggest miss
Two unfalsifiable assumptions: (1) ETH captures a fixed share of global GDP, (2) the discount rate is sovereign-bond-low. Move either assumption 1% and the target moves 50%.
Our verdict
Aspiration dressed as DCF. The most-cited numbers in crypto are also the most assumption-sensitive.

Every output range and revision below is sourced. Drill down on each method ↓

Method by method

Every method, in plain English.

Click any framework below to see what it actually models, the most recent published number, and the structural reason it's been revised — or quietly abandoned.

The pattern

It's the frame — not the data.

Look at what each framework was actually designed for. Every one of them was built decades before Ethereum existed — to solve a problem that isn't Ethereum's.

  • Discounted Cash Flow1962Industrial firms with predictable dividends
  • Metcalfe's Law1980Telephone networks measured by subscribers
  • P/Sales multiples1990sPublic SaaS companies with subscription revenue
  • MV = PQ1911Sovereign currencies in stable monetary regimes
  • NVT (Network Value to Transactions)2017Bitcoin's pre-rollup transaction throughput
  • Cost-to-Corrupt2014Proof-of-Work security budgets
  • Sovereign perpetuity bond17th c.Government debt with fixed coupons

Every framework above was designed for an asset that doesn't exist on Ethereum: a firm that pays dividends, a network with stable users, a SaaS company with subscription fees, a chain with no rollups, a consensus mechanism that's now obsolete.

Apply the wrong lens and you get the wrong answer. That's not analyst error — it's category error. New asset class, borrowed toolkit. None of these models were built to value a programmable settlement layer with native economic flows. They were never going to converge, because they aren't looking at the same thing.

Ethereum has its own native economic flows. Its own rate of capital deployment. Its own monetary signal. The right model isn't a cleaner DCF — it's the one that reads Ethereum on its own terms.

Our approach

We built the model that
reads Ethereum natively.

Flow Intensity measures the rate at which capital is actually being deployed on-chain — denominated in ETH, not borrowed from the equity playbook. Flow Deviation tells you when price has detached from those flows. Together they produce one thing the seven frameworks above cannot: a real-time, falsifiable fair value.

Ethereum Valuation Terminal — Implied fair value, derived from Ethereum's own economic flows

The Ethereum Valuation Terminal — Flow Intensity, Flow Deviation, and implied fair value, updated daily.

76.4%

Out-of-sample directional accuracy

Naive benchmark: 35.5% · +41 pp lift

22.8%

Peak in-sample R²

At the 45-day return horizon

Management Science

Working paper, under review

Dünnes & Felsenstein-Eckberg

Read the full methodology

Common questions

The questions we get most.

If you're comparing this to the seven frameworks above, these are the questions worth asking — and our honest answers.

Sources audited

  • VanEck

    2024

    ETH Long-Term Outlook

  • CoinShares

    2024

    ETH Valuation Update

  • Coinbase Institutional

    2025

    ETH as a Sovereign Bond

  • ARK Invest

    2025

    Big Ideas — Crypto chapter

  • CryptoQuant

    2024

    12-Model Valuation Survey

  • Token Terminal

    Live

    P/S Multiples

  • Etherealize

    2025

    ETH at $740,000

  • Consensys

    2025

    Industrialization of Trust

  • ultrasound.money

    Live

    Supply dashboard

  • Burniske & Tatar

    2017

    Cryptoassets

  • Pfeffer

    2017

    An (Institutional) Investor's Take

  • Wheatley et al.

    2018

    Are Bitcoin Bubbles Predictable?

All output ranges, revisions, and quoted figures are drawn from publicly available research as of November 2025. Where multiple revisions exist, we use the most recent published number from the original research desk.