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Ethereum co-founder Vitalik Buterin dismisses Bitcoin’s stock-to-flow model as false, citing its inability to account for market demand and price volatility.
Ethereum co-founder Vitalik Buterin has renewed his criticism of the stock-to-flow (S2F) price model for Bitcoin, labeling the theory as "false" and "harmful" while arguing that its predictions are unfalsifiable [1, 2]. The model, which forecasts Bitcoin’s future value based on supply scarcity following halving events, has faced increased scrutiny as the asset’s price has failed to align with previous six-figure projections [1, 2].
| At a glance | |
|---|---|
| Current Sentiment | Skeptical of S2F model |
| Primary Critic | Vitalik Buterin |
| Model Author | PlanB |
| Core Disagreement | Demand-side vs. supply-side drivers |
The S2F model, developed by analyst PlanB, correlates Bitcoin’s price with its circulating supply relative to the annual issuance of new coins, which is reduced by half every four years [1, 2]. Proponents of the model argue that this programmed scarcity mirrors the value proposition of commodities like gold [2]. However, Buterin contends that the theory is "post-hoc rationalized" and fails to provide a coherent link between block halvings and price upswings [2].
Buterin points to historical data, such as Bitcoin’s all-time high of nearly $20,000, which occurred at the midpoint between the 2016 and 2020 halving events, to argue that the model’s timing is inconsistent [2]. While PlanB maintains that the model tracked Bitcoin’s performance for three years until March 2022, he has acknowledged that it has since deviated from its projected trajectory [1]. Critics outside of the Ethereum ecosystem have similarly argued that the S2F model ignores the demand-side factors that serve as the primary drivers of Bitcoin’s market price [2].
Beyond price modeling, Buterin has advocated for Bitcoin to expand its utility through Layer-2 scaling solutions similar to those utilized by Ethereum [3]. He specifically highlighted the potential for zero-knowledge (ZK) rollups to increase the network's capacity beyond its current role as a payment system [3].
This push for innovation coincides with the growth of Bitcoin Ordinals, a solution that enables decentralized digital art storage on the blockchain [3]. Ordinals saw significant adoption recently, with inscriptions growing from 10 million at the end of May to over 16 million by the end of June [3]. Buterin noted that such developments help reinvigorate the innovation culture within the Bitcoin ecosystem, even as he continues to push for broader architectural changes [3].
The debate highlights a fundamental divide in the crypto community between those who view Bitcoin primarily as a scarce, supply-constrained asset and those who argue that its long-term value depends on network utility and demand-side innovation [2, 3]. Whether the S2F model retains any predictive utility or is discarded as a failed experiment remains an open question for market participants [2].
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AI-assisted synthesis by the TrendWatcher Editorial Desk · sourced from 4 outlets · Aug 26, 2026 · How we report
It is a mathematical ratio calculated by dividing the total existing supply of an asset (stock) by the amount of new supply produced annually (flow).
Halving events reduce the block reward for miners by 50%, which lowers the annual flow of new Bitcoin and increases the S2F ratio, theoretically signaling higher scarcity.
While it was influential in earlier cycles, its predictive accuracy has weakened as Bitcoin's price has frequently deviated from the model's projections, leading many to use it as a historical reference instead.
The model is applied because Bitcoin has a limited, code-defined supply schedule, making it comparable to scarce physical commodities like gold.