Detection Accuracy
Every token SafuScan flags is tracked from first sighting to its outcome. This scoreboard shows how the verdicts actually performed — our own honest audit. A well-calibrated engine should show high rug-rates for RISKY/AVOID and low rug-rates for LOW RISK.
Calibration note: these outcomes are mostly fresh-launch tokens from live discovery feeds, not a balanced sample of the whole market. Treat the rates as an early engine audit until more low-risk, survivor and established-asset outcomes resolve.
Tracked
2,698,902
Still live
2,661,329
Resolved
37,573
Verdict → outcome
| First verdict | Resolved | Rugged | Faded | Survived | Rug rate |
|---|---|---|---|---|---|
| AVOID | 18 | 16 | 2 | 0 | 89% |
| RISKY | 254 | 186 | 57 | 11 | 73% |
| CAUTION | 223 | 217 | 1 | 5 | 97% |
| UNVERIFIED | 183 | 154 | 22 | 7 | 84% |
| LOW RISK | 3 | 0 | 0 | 3 | 0% |
Recent journeys
TEDDY - Teddy og 1 year→trackingTEDDY - Teddy og 1 year→trackingTEDDY - Teddy og 1 year→trackingTEDDY - Teddy og 1 year→trackingSQK / ETH 0.3%→tracking1.0xSCROLL1 / WETH→tracking1.0xFLUXPOOL / WETH→tracking1.0xTTWO / WETHAVOID→tracking1.0xCLOAK77 / WETH→tracking1.0xRULEMINT / ETH 0.3%→tracking1.0xRULEMINT / WETH→tracking1.0xINTC / WETHRISKY→tracking1.0xACC / WETHRISKY→tracking1.0xRULEMINT / WETH→tracking1.0xSQUARIES / WETH→tracking1.0xTOAD1M / WETH→tracking1.0xCARAMEL / ETH→tracking1.0xKOLAN / ETH 0.3%→tracking1.0xPMARCA / WETH→tracking1.0xBRWM.A / WETH→tracking1.0xFZSMOKE / WETH→tracking1.0xStarpups / ETH→tracking1.0xRDOG / ETH→tracking1.0xUSDP / WETH 0.3%→tracking1.0x
Outcomes are auto-classified from on-chain liquidity/price over time (rugged = liquidity collapsed; survived = still liquid after a week; faded = quietly died). A research signal, not financial advice.