CollatzX Engine

Operator-grade verification engine for Collatz sequences — convergence testing, cycle detection, and statistical analysis across billions of iterations.

Findings — CollatzX

Representative outputs and diagnostics from CollatzX engine.

Finding 1

Most starting values collapse quickly, rare outliers stretch sequence lengths.

Collatz sequence visualization
Fig. 1 — Collatz sequence visualization.

Core Engine Capabilities

Verification Tests

Ensures sequences behave as expected and identifies anomalies.

  • Convergence to 1
  • Cycle detection (up to 2^64)
  • Stopping time distribution
  • Parity pattern recognition
  • Statistical convergence proofs

Performance Metrics

Optimized for speed, memory efficiency, and scalability.

  • 100M+ numbers verified per second
  • Maximum tested: 2^64+
  • Sequence length analysis
  • Memory-efficient trajectory storage
  • Distributed verification

Research Applications

Enables exploration of Collatz sequences and number theory research.

  • Stopping time prediction models
  • Sequence pattern classification
  • Generalized Collatz analysis
  • Educational visualization tools
  • Computational number theory studies