Research & Reports

Data-driven insights into DEX execution quality, MEV, and cross-frontend attribution

DEX Aggregator Execution Quality Benchmark — June 2026

📅 Published: June 9, 2026 📊 Data Period: May 1 - June 7, 2026 ⏱️ 8 min read
Execution Quality MEV Analysis Benchmarking

Comprehensive analysis of execution quality across 15 major DEX aggregators on Ethereum. We analyzed over 12 million trades representing $142 billion in volume to compute definitive Execution Quality Scores (0-100) based on VWAP slippage, MEV toxicity, and revert rates.

Key Findings:

  • CowSwap leads with 98.2/100 execution quality (near-zero MEV exposure)
  • 1inch Fusion achieves 96.8/100 with advanced intent-based routing
  • MetaMask Swap shows 78.4/100 with 21.6% MEV toxicity rate
  • Uniswap Universal Router: 82.1/100 with moderate slippage
  • Hidden frontends account for $8.2B in unattributed volume
View Live Data →

Cross-Frontend Attribution: Uncovering Hidden DEX Volume

📅 Published: June 2026 📊 Methodology Paper ⏱️ 12 min read
Attribution Methodology On-Chain Forensics

Technical deep-dive into ClearTrace's 4-vector attribution engine: calldata suffix trapping, proxy-router hunting, multi-hop origin tracing, and fee-recipient attribution. Learn how we identify hidden mobile apps, institutional smart wallets, and anonymous frontends that traditional analytics miss.

Techniques Covered:

  • Parsing raw calldata for hidden hex fingerprints
  • Detecting proxy contracts via tx_to mismatches
  • Window functions for behavioral sequence analysis
  • Fee-recipient clustering for anonymous interface attribution
Read Methodology →

Stablecoin Market Dynamics: Q2 2026 Analysis

📅 Coming Soon 📊 Data Period: Q2 2026 ⏱️ Est. 10 min read
Stablecoins Market Analysis DeFi

Comprehensive analysis of stablecoin market cap trends, peg stability, yield opportunities, and cross-chain flows. Tracking USDC, USDT, DAI, FRAX, and emerging RWA-backed stablecoins across Ethereum and L2s.

Coming Soon

Prediction Markets: Polymarket vs Traditional Betting

📅 Coming Soon 📊 Data Period: 2024-2026 ⏱️ Est. 15 min read
Prediction Markets Polymarket Market Efficiency

Comparative analysis of prediction market accuracy vs traditional betting markets. Examining liquidity depth, price discovery efficiency, and the role of crypto-native prediction markets in information aggregation.

Coming Soon

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