Data Battle Erupts: Coinglass Challenges Hyperliquid’s Reported Perp Volumes

Coinglass cuestionó la “calidad” del volumen en perp DEX, abriendo una disputa sobre Hyperliquid, Aster y Lighter y qué cuenta como actividad real.
Table of Contents

TL;DR

  • Coinglass compared Hyperliquid, Aster, and Lighter using a 24 hour snapshot to question whether reported perp DEX volumes reflect real activity.
  • The snapshot showed Hyperliquid at $3.76B volume, $4.05B open interest, and $122.96M liquidations versus Aster and Lighter with far lower liquidations.
  • Coinglass flagged possible incentive driven churn, while critics said one day data can mislead due to differing market structure and liquidation mechanics across venues today.

Coinglass has ignited a data fight in decentralized derivatives after publishing a comparison of perpetual DEX activity across Hyperliquid, Aster, and Lighter. The message is that “volume” is no longer a sufficient KPI unless it reconciles with open interest and liquidations. The analysis used a 24 hour snapshot to show gaps between turnover, outstanding positions, and forced closeouts, pushing traders to ask what qualifies as authentic activity. For an industry selling transparency, the debate is now about definitions, not just dashboards, and it is quickly becoming a reputational issue for venues in today’s perp market.

A one day snapshot triggers a bigger standards fight

In the snapshot, Hyperliquid showed about $3.76 billion in trading volume, $4.05 billion in open interest, and $122.96 million in liquidations. Coinglass argues Hyperliquid’s metrics look internally consistent, which it treats as a stronger signal of real flow. Aster posted $2.76 billion in volume with $927 million in open interest and $7.2 million in liquidations. Lighter reported $1.81 billion in volume, $731 million in open interest, and $3.34 million in liquidations. Coinglass presented the gaps as a lens for assessing leverage intensity during sharp moves.

Coinglass compared Hyperliquid, Aster, and Lighter using a 24 hour snapshot to question whether reported perp DEX volumes reflect real activity.

Coinglass suggested that when volume is high but liquidations stay low, the activity could be incentive driven, market maker looping, or points farming rather than organic hedging demand. The firm is effectively challenging whether some reported volumes translate into meaningful risk transfer. It said competitors’ volume quality needs validation with additional indicators such as funding rates, fees, order book depth, and active trader counts. The implication is that volume should correlate with leverage dynamics, and that mismatches warrant deeper diligence by allocators. That framework it argued helps separate liquidity from mechanical churn in incentive cycles.

Critics pushed back, saying conclusions from a single day cut can be misleading in markets where whales, liquidation engines, and platform design differ materially. The rebuttal is that low liquidations can reflect different risk controls or trader mix, not necessarily inflated volume. They argued that structural exchange differences could suppress liquidations without undermining legitimacy. Even so, the dispute underscores a broader governance gap: perp DEXs still lack shared standards for defining “real” activity. Until metrics are normalized, market share debates will remain as much about methodology as about trading. Expect more audits and more disputes.

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