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Improved Tracking of Crypto Managers

Reported by Nilssonhedge
Oct 16, 2023· 3 min read
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Key Takeaways
  • • NilssonHedge has implemented a four-tier classification system for crypto hedge fund managers to improve benchmarking granularity: Digital Asset Allocator, Crypto Long/Short, Market Neutral, and Index strategies, addressing a long-standing gap in performance tracking.
  • • Digital Asset Allocator strategies represent the largest segment of crypto managers, exhibiting acceleration through 2021 followed by a considerable slowdown, while Market Neutral strategies (DeFi Yield, Basis Trading, Statistical Arbitrage, and High-Frequency Trading) are growing fastest among the four categories.
  • • The three new crypto sub-indices demonstrate material performance divergence: the Crypto Long/Short category exhibits lower volatility than the broad index, while the Market Neutral Index has minimal beta exposure, reflecting structurally different risk-return profiles.
  • • Classification methodology employed statistical filters, language models, and qualitative assessment applied retroactively, with the framework explicitly acknowledging potential misclassifications subject to refinement as additional validation checks are applied.
  • • The FTX collapse's impact is visible across the indexed performance data, providing institutional investors with granular tracking to assess manager resilience across strategy types.
Summary
NilssonHedge has fundamentally restructured its crypto hedge fund tracking infrastructure by introducing a four-tiered classification system designed to provide institutional investors with enhanced benchmark precision in an asset class historically characterized by opaque strategy categorization. The initiative reflects recognition that existing broad-based crypto indices lack the granularity required for meaningful manager comparison and performance attribution.

The framework divides crypto managers into four primary categories. Digital Asset Allocators function as long-only portfolio managers selecting coins with favorable return profiles, structurally exhibiting correlation patterns and volatility consistent with passive digital asset indices. This segment currently represents the largest manager cohort. Crypto Long/Short strategies mirror traditional equity long/short approaches, deploying partial hedges while maintaining significant digital asset exposure, with some categorical overlap with Digital Asset Allocators. Market Neutral strategies—the fastest-growing segment—encompass DeFi Yield and Basis Trading, statistical arbitrage across mathematical coin relationships, and high-frequency trading with modest correlation to broad digital assets. Index strategies replicate token performance at 1:1 correlation through ETF-like structures, including non-US domiciled vehicles. A smaller Venture category exists but is deemed immaterial for tracking purposes, as manager capital concentrates in liquid coin exposure.

Performance data reveals material divergence across the sub-indices. The broad Crypto Index and Digital Asset Allocator Index demonstrate substantial similarity, reflecting the category's dominance. The Crypto Long/Short Index shows measurably lower volatility relative to the broad index but remains beta-dependent. The Market Neutral Index exhibits minimal beta, positioning it as a meaningful diversification tool within a crypto allocation framework. Notably, the FTX collapse's impact is discernible across indexed performance records, providing investors with crisis-resilience visibility by strategy type.

The classification methodology combined statistical filtering, natural language processing, and qualitative judgment applied retroactively to existing manager populations. The authors acknowledge inherent risk of misclassification, positioning ongoing refinement as an integral component of the framework's evolution. These new sub-indices are currently available through NilssonHedge's member library, with planned integration into the public index page to facilitate side-by-side performance comparison.

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Sources

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Nilssonhedge Improved Tracking of Crypto Managers