Solana Meme Coin Research, From Our Own Data

Original studies built from data our systems recorded before the outcome was known — scored tokens tracked for 24-hour outcomes, simulated trades, and rejected tokens re-run as what-if replays. Every study states its cohort size, date range and methodology. Misses are published with the hits.

Published studies

11 min read · Published 2026-09-09

How Many Solana Traders Get Rugged Every Year?

Published Solana research implies one detected rug every 3.4 minutes. We show the evidence, annualisation and victim-wallet scenarios behind that estimate.

11 min read · Published 2026-09-01

We Ranked 18 Solana Rug-Risk Signals by 24-Hour Outcomes

A descriptive ranking of 18 Solana rug-risk signals in a frozen production extract, with denominator, overlap, missing-data and comparison limits.

8 min read · Published 2026-08-05

What 3,971 Solana Token Outcomes Say About Rug-Risk Scores

Study of 3,971 resolved Solana token outcomes: high rug-risk scores were linked to 53.2% dead pools, while medium and low bands did not rank cleanly.

6 min read · Published 2026-08-10

Insider-Risk Bands and 24-Hour Outcomes in 2,259 Solana Tokens

A study of 2,259 Solana tokens compares analysis-time insider-risk scores with captured 24-hour prices, including exclusions and limitations.

8 min read · Published 2026-08-24

In a 5,014-Token Solana Cohort, 11.8% Were Dead After 24 Hours

A 5,014-token Solana study reports 24-hour survival by market-cap band, with exact cohort rules, missing-data treatment and key limitations.

7 min read · Published 2026-08-24

Holder Concentration and 24-Hour Outcomes Study

Descriptive 24-hour outcomes by holder-concentration band in a non-random cohort of 3,779 Solana tokens observed from July 22 to August 24, 2026.

6 min read · Published 2026-08-24

Revoked Authorities and 24-Hour Outcomes: A Cohort Study

Descriptive 24-hour outcomes for 3,744 clean-contract Solana tokens, with cohort selection, missing-data treatment, confounding and uncertainty disclosed.

6 min read · Published 2026-08-24

Liquidity Ratios and 3,779 Solana 24-Hour Outcomes

A descriptive Solana cohort study compares 24-hour outcomes across liquidity-to-market-cap bands, with missing-data rules and key limitations.

6 min read · Published 2026-08-24

Developer Selling and 24-Hour Outcomes: An Observational Cohort Study

An unadjusted comparison of 3,779 complete cases in a selected Jul 22–Aug 24, 2026 cohort; it is not a causal effect or future-token forecast.

6 min read · Published 2026-08-25

Copycat Token Warning: 83% Were Dead Within 24 Hours

Study: 101 of 122 resolved Solana tokens flagged as copycats were dead within 24 hours. See the frozen cohort, exclusions, comparison group and limits.

5 min read · Published 2026-08-25

No Sell Route, No Survivors: 30 of 30 Markets Vanished

Study: all 30 resolved Solana analyses with no Jupiter sell route were dead within 24 hours. Frozen dates, denominator, exclusions and limits included.