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Performance

Notice

This is the first draft of the performance section. It will be updated as we progress through the development and refining the model

Optimization Approach

Monorail takes a fundamentally different approach to routing compared to traditional aggregators:

  • Analyzes complete liquidity landscape mathematically
  • Finds optimal execution path
  • Minimizes unnecessary trade splits
  • Reduces gas costs and fees

Initial Testnet Results

Monorail's latest v4 model (July 2025) has shown impressive results so far

  • 99.2% of executed quotes resulted in the exact amount quoted or higher
  • An average standard deviation of 0.34% across the most recent 100 000 trades

We believe this shows that Monorail's Synthetic Orderbooks are a reliable and efficient routing solution.

Real-World Comparison

Consider this real-life comparison with a leading aggregator:

Other aggregator Route (5 swaps)

Other aggregator route

Other aggregator route

  • Input: 5,000 USDC
  • Output: 1.52732 ETH
  • Complexity: 5 separate swaps
  • Multiple token hops

Monorail Route (3 swaps)

Monorail route

Monorail route

  • Input: 5,000 USDC
  • Output: 1.52769 ETH
  • Improvement: +0.00037 ETH
  • Reduced complexity: Only 3 swaps
  • Lower gas requirements
  • Reduced fees

Future Potential

This example focused purely on AMM aggregation. Greater performance advantages are expected once Monad's on-chain orderbooks launch and attract liquidity.