ChainGenius-Lite
Every EVM transaction has a structural fingerprint. Bots repeat the same fingerprint thousands of times. Novel exploits produce fingerprints never seen before. We detect both without labels, ABIs, or training data.
Data Coverage
| Chain | Blocks | Range | Start | End |
|---|---|---|---|---|
| ethereum | 100,000 | 24,100,000 → 24,199,999 | 2025-12-26T23:10:47 | 2026-01-09T22:05:35 |
The Structural Collapse
Raw execution data collapses into a small set of canonical patterns. The compression ratio reveals the repetitive nature of on-chain behavior.
27,593,856
transactions
212,592,339
trace frames
1,782,411
distinct structures
6,415,662
containment edges
Root Collapse
Transactions
27,593,856
Root Structures
699,858 (2.54%)
Frame Collapse
Trace Frames
212,592,339
Distinct Structures
1,782,411 (0.84%)
Nesting Collapse
Parent→Child Nestings
184,998,483
Containment Edges
6,415,662 (3.47%)
Transactions
Look up a transaction by hash. View its execution tree and address graph.
Structure
Explore canonical patterns. See all graph realizations for a tree.
Discovery
Power-law distribution. Filter patterns by address involvement.