Every public source Model Zero reads is scored on what happened after its calls — not on followers. A call counts once 6 hours of prices after it are known. The score is a confidence-weighted 2× hit rate (a lucky 3-for-3 scores below a steady 30-for-45) discounted for calls posted after the coin had already moved. Accounts that always post the same coin within a minute of each other are grouped as one cluster and counted once.
Sources tracked
2
Mentions recorded
3,474
Coins mentioned
3,135
Last update
19:43 UTC
Where the data comes from
Dexscreener paid profiles and boosts
live
a team paying for attention, and when
Public Telegram channels
needs a channel list
add names to ml/social-sources.json
X / Twitter
needs an API key
the biggest source; waiting on credentials
Reddit
blocked
Reddit refuses unauthenticated readers; needs a registered app
pump.fun comments
blocked from the server
pump.fun's site API refuses datacenter addresses
Top callers
accounts · 5+ resolved calls to be scored
No caller has enough resolved calls yet. Scores appear once sources are connected and their calls have 6 hours of price history.
Top communities and feeds
groups, channels, feeds
Nothing scored yet.
Social signals are tested like every other signal: a model with them has to beat one without on coins it never trained on before they count. See Model.