
Prediction market operator Kalshi is facing increased scrutiny over how it counts and reports trading volume, with quantitative analysts identifying approximately $539 million in crypto-perpetual activity that raises methodological questions.
The concern arises as the prediction market sector celebrates record volumes, including a $7.64 billion weekend reported across the industry. But researchers are questioning whether volume figures are being generated and counted consistently across platforms.
Volume Counting Methodology
The distinction between notional volume and actual transacted volume is significant in derivatives markets. Perpetual futures contracts, where positions remain open indefinitely without settlement, can generate substantial notional volume even with relatively modest capital deployment. Kalshi's approach to counting this activity—whether including rolled positions, counting both sides of trades, or applying other methodologies—directly impacts reported figures.
Quantitative analysts have flagged the $539 million figure as potentially problematic, suggesting it may not reflect actual settlement or user capital movement as clearly as headline numbers suggest.
Industry-Wide Implications
The Kalshi scrutiny extends beyond a single platform. It raises questions about how the entire prediction market sector reports metrics to prospective users, media, and regulators. Inconsistent volume reporting standards across competing platforms create unfair competitive dynamics and confuse market participants about true liquidity depth.
As prediction markets seek regulatory approval and mainstream adoption, transparent volume reporting becomes increasingly important. Regulators evaluating these platforms for licensing and oversight need confidence that volume metrics represent real trading activity, not accounting artifacts.
Regulatory Watch
The volume question may prompt requests from regulatory bodies for standardized reporting protocols. Prediction market operators may need to adopt clearer methodologies that distinguish between different transaction types and volume calculation approaches.
Source: Gambling Insider
James Whitfield
Editor-in-Chief
Member of the iGaming Pulse editorial team. Covering industry news, analysis, and B2B developments across the global iGaming sector.


