Everything Model Zero does, in order

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Solana Launch Dataset v41 · boosted decision trees · Model Zero training server (CPU)

171,783 snapshots from 36,131 launches.

Automatic search from v0.45: adds the market meta, with automatic signal discovery.

243,626 new labelled snapshots since Solana Launch Dataset v9.

Recorded as an outcome label (never used as a feature).

worker lane at 5% of its optional share, forward lane at 14% (runway 24.6 h)

worker lane at 5% of its optional share; on pace for 742,140 credits by midnight UTC

Trained on 119,190 market observations; kept the previous version: 0.808 vs 0.811.

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

dataset too small: 93 snapshots on f10 against 168,694 for the live v0.45; that feature set covers too few launches yet.

Trained on 118,877 market observations; kept the previous version: 0.806 vs 0.811.

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Automatic search from v0.45: adds who funded the early buyers, the creator's wallet and real on-chain holders, plus every newer signal; min samples leaf 40 → 5, with automatic signal discovery.

242,051 new labelled snapshots since Solana Launch Dataset v9.

Recorded as an outcome label (never used as a feature).

worker lane at 0% of its optional share, forward lane at 0%

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

dataset too small: 93 snapshots on f10 against 168,694 for the live v0.45; that feature set covers too few launches yet.

Automatic search from v0.45: adds who funded the early buyers, the creator's wallet and real on-chain holders, plus every newer signal; min samples leaf 40 → 5, with automatic signal discovery.

241,269 new labelled snapshots since Solana Launch Dataset v9.

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

dataset too small: 93 snapshots on f10 against 168,694 for the live v0.45; that feature set covers too few launches yet.

Automatic search from v0.45: adds who funded the early buyers, the creator's wallet and real on-chain holders, plus every newer signal; min samples leaf 40 → 5, with automatic signal discovery.

240,788 new labelled snapshots since Solana Launch Dataset v9.

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Trained on 114,619 market observations; kept the previous version: 0.810 vs 0.813.

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Trained on 114,388 market observations; kept the previous version: 0.811 vs 0.813.

Recorded as an outcome label (never used as a feature).

dataset too small: 93 snapshots on f10 against 168,694 for the live v0.45; that feature set covers too few launches yet.

Automatic search from v0.45: adds who funded the early buyers, the creator's wallet and real on-chain holders, plus every newer signal; min samples leaf 40 → 5, with automatic signal discovery.

240,202 new labelled snapshots since Solana Launch Dataset v9.

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

dataset too small: 93 snapshots on f10 against 168,694 for the live v0.45; that feature set covers too few launches yet.

93 snapshots from 20 launches.

Automatic search from v0.45: adds who funded the early buyers, the creator's wallet and real on-chain holders, plus every newer signal; min samples leaf 40 → 5, with automatic signal discovery.

239,354 new labelled snapshots since Solana Launch Dataset v9.

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).

Recorded as an outcome label (never used as a feature).