Why these pairs
The methodology behind the pairs feed — every claim verifiable against the live list.
Every dot on the right is one eligible pair's live z-score ticking against its solver output. Click any dot to open it in the cockpit.
The daily pipeline
daily pipeline · 03:30 UTCAttrition counts for the middle stages aren't instrumented in the factory yet — shown as gates, not invented numbers. If we can't solve for entry/exit, we don't show a pair and shrug: it simply isn't eligible.
Cointegration, tested from multiple angles
One statistical test can be fooled by a lucky sample. Every pair must pass a battery: the same relationship tested in both directions, cross-checked by an independent method, before it goes anywhere near the list.
for quants
Engle-Granger run in both directions with a worse-p rule — the pair must pass whichever direction is hardest. Johansen as an independent cross-check on the same window.
Mean-reversion character, not just correlation
Two assets can move together and still make a terrible pair. The spread itself must show a real habit of snapping back when stretched — and at a speed that's actually tradeable.
for quants
Hurst exponent must indicate anti-persistence; spread half-life must land inside tradeable bounds (days, not hours or quarters). Both are hard gates, not score inputs.
Parameters are solved, not hand-picked
Nobody sits choosing entry and exit levels. Each day the system fits the spread's mean-reversion process and solves for the optimal entry, exit, and stop — then freezes them for 24 hours.
for quants
The fitted OU process yields entry/exit/stop in z-units per pair per day (entry floor applies; stop defaults wide). If the solver can't produce a sane solution, the pair is simply not eligible — no fallback tier.
The daily discipline: locked means locked
Solves are fitted at 03:30 UTC and never repainted. What you see at breakfast is what was tradeable at breakfast — the live z you watch ticks against that morning's locked recipe, not a moving target.
for quants
Live z = (spread − μ_locked) / σ_locked computed client-side from public Hyperliquid mids against the fit-time rolling snapshot. Zero runtime calls to the signal engine; provenance chips date every number.
Current eligible roster
solve of 2026-10-11| Pair | State | Score | Half-life | Entry |
|---|---|---|---|---|
| AVNT · DOGE | ACTIVE | 0.828 | 17.8d | ±2.05σ |
| GOAT · VIRTUAL | FORMING | 0.811 | 16.9d | ±2.24σ |
| ALGO · CFX | EXITED | 0.763 | 15.3d | ±2.58σ |
| CFX · MON | FORMING | 0.753 | 12.9d | ±2.58σ |
| ZETA · ZK | CONVERGING | 0.748 | 16.5d | ±2.05σ |
| OP · VIRTUAL | ACTIVE | 0.737 | 15.9d | ±1.66σ |
| HEMI · WIF | FORMING | 0.736 | 15.7d | ±2.86σ |
| OP · XPL | ACTIVE | 0.731 | 17.3d | ±2.09σ |
| RESOLV · WLFI | EXITED | 0.718 | 23.4d | ±2.51σ |
| ME · SNX | FORMING | 0.716 | 18.3d | ±2.35σ |
| AVNT · LAYER | CONVERGING | 0.714 | 15.9d | ±2.26σ |
| VIRTUAL · kFLOKI | EXITED | 0.712 | 16.0d | ±1.88σ |
| ATOM · SNX | CONVERGING | 0.702 | 13.3d | ±2.44σ |
| DOGE · VIRTUAL | FORMING | 0.702 | 13.0d | ±2.69σ |
| BIO · MON | EXITED | 0.684 | 13.7d | ±2.64σ |
| APT · SAND | CONVERGING | 0.683 | 16.5d | ±2.54σ |
| BANANA · VIRTUAL | FORMING | 0.681 | 17.3d | ±2.40σ |
| APEX · RESOLV | FORMING | 0.675 | 31.8d | ±1.54σ |
| RESOLV · TNSR | EXITED | 0.671 | 31.1d | ±2.34σ |
| SNX · kFLOKI | FORMING | 0.666 | 13.8d | ±2.73σ |
| ATOM · ETC | CONVERGING | 0.664 | 14.4d | ±2.47σ |
| UMA · VIRTUAL | FORMING | 0.664 | 15.4d | ±2.37σ |
| AVNT · GOAT | CONVERGING | 0.661 | 13.3d | ±2.54σ |
| MINA · SUPER | EXITED | 0.660 | 24.9d | ±2.88σ |
| SNX · USUAL | FORMING | 0.656 | 14.3d | ±2.51σ |
| LDO · MINA | EXITED | 0.650 | 30.1d | ±2.46σ |
| NEO · VIRTUAL | FORMING | 0.649 | 18.1d | ±2.31σ |
| MON · kPEPE | FORMING | 0.646 | 15.1d | ±2.17σ |
| EIGEN · WLD | CONVERGING | 0.646 | 20.5d | ±2.71σ |
| AVNT · VIRTUAL | ACTIVE | 0.646 | 22.0d | ±1.87σ |
| INIT · KAS | FORMING | 0.634 | 13.2d | ±2.69σ |
| XLM · XPL | CONVERGING | 0.632 | 16.4d | ±2.50σ |
| VIRTUAL · ZEN | FORMING | 0.632 | 14.6d | ±2.35σ |
| ATOM · AVNT | CONVERGING | 0.630 | 13.0d | ±1.60σ |
| CFX · USUAL | ACTIVE | 0.629 | 13.5d | ±2.00σ |
| XRP · ZEN | FORMING | 0.628 | 13.9d | ±2.70σ |
| ATOM · IOTA | EXITED | 0.625 | 19.5d | ±2.02σ |
| ADA · AVNT | CONVERGING | 0.625 | 13.2d | ±1.82σ |
| CAKE · LINK | FORMING | 0.622 | 16.3d | ±2.52σ |
| DYM · RESOLV | CONVERGING | 0.610 | 14.6d | ±2.54σ |
| APT · NEO | FORMING | 0.606 | 13.0d | ±2.49σ |
| AVNT · POPCAT | ACTIVE | 0.605 | 22.9d | ±1.97σ |
| RESOLV · ZORA | FORMING | 0.602 | 18.4d | ±2.59σ |
| GOAT · POPCAT | FORMING | 0.600 | 16.2d | ±2.36σ |
| APT · HBAR | FORMING | 0.599 | 15.0d | ±2.26σ |
| FARTCOIN · XPL | FORMING | 0.599 | 13.9d | ±2.62σ |
| AR · TIA | CONVERGING | 0.598 | 32.0d | ±2.33σ |
| MON · kFLOKI | EXITED | 0.598 | 14.9d | ±1.93σ |
| CRV · MET | CONVERGING | 0.598 | 24.9d | ±3.41σ |
| RESOLV · STBL | CONVERGING | 0.597 | 25.8d | ±2.22σ |
| HEMI · kPEPE | FORMING | 0.589 | 15.3d | ±2.85σ |
| SEI · VIRTUAL | CONVERGING | 0.584 | 20.1d | ±2.01σ |
| HBAR · W | ACTIVE | 0.579 | 16.6d | ±1.79σ |
| MON · kSHIB | EXITED | 0.579 | 15.6d | ±1.98σ |
| POLYX · SNX | EXITED | 0.576 | 13.4d | ±2.50σ |
| ALGO · REZ | FORMING | 0.571 | 13.2d | ±2.64σ |
| MINA · SUSHI | CONVERGING | 0.570 | 35.7d | ±2.24σ |
| AVNT · USUAL | CONVERGING | 0.566 | 13.7d | ±2.52σ |
| PROVE · VIRTUAL | FORMING | 0.566 | 19.7d | ±2.44σ |
| AVNT · ETC | CONVERGING | 0.566 | 21.4d | ±2.06σ |
| APT · IOTA | FORMING | 0.566 | 13.0d | ±2.62σ |
| IOTA · LAYER | CONVERGING | 0.564 | 16.9d | ±2.60σ |
| MANTA · XPL | FORMING | 0.557 | 14.5d | ±2.61σ |
| APT · AVNT | EXITED | 0.556 | 13.5d | ±2.34σ |
| BRETT · IOTA | EXITED | 0.554 | 12.9d | ±2.98σ |
| ATOM · NEO | CONVERGING | 0.554 | 13.9d | ±2.29σ |
| HBAR · SYRUP | CONVERGING | 0.553 | 19.5d | ±2.07σ |
| GOAT · SYRUP | FORMING | 0.552 | 13.4d | ±2.90σ |
| APT · POPCAT | ACTIVE | 0.550 | 24.1d | ±2.15σ |
| SUI · ZEN | FORMING | 0.548 | 16.1d | ±2.58σ |
| APT · VIRTUAL | FORMING | 0.539 | 23.8d | ±1.95σ |
| MINA · PYTH | EXITED | 0.538 | 22.8d | ±2.62σ |
| ASTER · XLM | CONVERGING | 0.536 | 13.9d | ±2.52σ |
| AIXBT · SNX | CONVERGING | 0.536 | 13.9d | ±2.45σ |
| AIXBT · GMT | CONVERGING | 0.530 | 16.7d | ±2.13σ |
| MOVE · STBL | FORMING | 0.528 | 17.8d | ±2.28σ |
| HBAR · IOTA | FORMING | 0.527 | 22.0d | ±1.72σ |
| AVAX · VIRTUAL | CONVERGING | 0.525 | 15.0d | ±2.51σ |
| DYM · STBL | CONVERGING | 0.524 | 17.9d | ±2.22σ |
| CFX · REZ | EXITED | 0.519 | 15.8d | ±2.60σ |
| BSV · ETHFI | FORMING | 0.519 | 15.8d | ±2.70σ |
| TNSR · WLFI | FORMING | 0.518 | 15.5d | ±2.15σ |
| ME · RESOLV | CONVERGING | 0.517 | 24.8d | ±2.17σ |
| IOTA · LINEA | CONVERGING | 0.517 | 15.5d | ±2.58σ |
| OP · POPCAT | ACTIVE | 0.516 | 15.4d | ±1.86σ |
| ATOM · ZETA | EXITED | 0.514 | 18.5d | ±2.25σ |
| MET · UNI | CONVERGING | 0.512 | 16.2d | ±2.61σ |
| POPCAT · kSHIB | FORMING | 0.511 | 13.2d | ±2.54σ |
| ASTER · MELANIA | FORMING | 0.510 | 18.1d | ±1.74σ |
| GOAT · MOODENG | EXITED | 0.498 | 15.9d | ±2.41σ |
| APT · ATOM | EXITED | 0.498 | 17.7d | ±2.28σ |
| APT · DOT | FORMING | 0.498 | 15.1d | ±2.49σ |
| APT · ASTER | ACTIVE | 0.494 | 24.1d | ±1.92σ |
| MINA · VIRTUAL | CONVERGING | 0.494 | 53.5d | ±2.17σ |
| AIXBT · MON | FORMING | 0.492 | 13.9d | ±2.68σ |
| MOVE · ZORA | FORMING | 0.491 | 13.0d | ±2.30σ |
| SUI · SUSHI | FORMING | 0.491 | 13.5d | ±2.63σ |
| FIL · S | FORMING | 0.488 | 20.6d | ±2.31σ |
| ADA · HBAR | FORMING | 0.488 | 13.0d | ±2.56σ |
| ASTER · FARTCOIN | FORMING | 0.487 | 14.3d | ±2.09σ |
| BLUR · S | CONVERGING | 0.487 | 13.1d | ±2.76σ |
| SNX · TRUMP | FORMING | 0.485 | 20.6d | ±1.99σ |
| IOTA · MERL | FORMING | 0.484 | 18.5d | ±2.38σ |
| APEX · GOAT | EXITED | 0.480 | 13.8d | ±2.19σ |
| VIRTUAL · WIF | FORMING | 0.477 | 16.0d | ±1.95σ |
| GAS · HBAR | CONVERGING | 0.476 | 14.5d | ±2.00σ |
| MERL · PROVE | CONVERGING | 0.476 | 17.4d | ±2.57σ |
| STBL · ZORA | FORMING | 0.463 | 15.0d | ±1.51σ |
| MANTA · POPCAT | FORMING | 0.463 | 17.1d | ±2.55σ |
| MINA · SEI | EXITED | 0.461 | 53.0d | ±1.78σ |
| 2Z · AIXBT | FORMING | 0.458 | 14.3d | ±2.79σ |
| MON · USUAL | EXITED | 0.456 | 16.0d | ±1.72σ |
| ASTER · SUI | CONVERGING | 0.455 | 18.5d | ±1.99σ |
| TNSR · W | CONVERGING | 0.449 | 13.1d | ±2.35σ |
| PNUT · REZ | FORMING | 0.447 | 14.5d | ±2.70σ |
| ASTER · LAYER | CONVERGING | 0.441 | 13.4d | ±1.86σ |
| ATOM · IMX | CONVERGING | 0.441 | 13.0d | ±2.79σ |
| HBAR · MERL | CONVERGING | 0.437 | 24.5d | ±1.83σ |
| ALGO · kPEPE | CONVERGING | 0.433 | 15.8d | ±2.44σ |
| POL · USUAL | FORMING | 0.429 | 16.6d | ±2.22σ |
| ADA · ASTER | CONVERGING | 0.429 | 24.8d | ±2.10σ |
| APEX · APT | CONVERGING | 0.426 | 18.8d | ±2.06σ |
| NIL · XRP | CONVERGING | 0.421 | 13.2d | ±2.68σ |
| BIO · MANTA | FORMING | 0.414 | 14.4d | ±2.64σ |
| EIGEN · JTO | FORMING | 0.408 | 20.8d | ±2.40σ |
| ASTER · FIL | EXITED | 0.407 | 12.9d | ±2.27σ |
| DOGE · MON | EXITED | 0.406 | 16.7d | ±2.41σ |
| MON · MOODENG | CONVERGING | 0.403 | 15.0d | ±2.17σ |
| FARTCOIN · OP | FORMING | 0.400 | 15.0d | ±2.00σ |
| MON · SYRUP | FORMING | 0.394 | 19.5d | ±1.72σ |
| HEMI · UMA | FORMING | 0.393 | 17.6d | ±2.76σ |
| POPCAT · USUAL | EXITED | 0.390 | 13.3d | ±2.15σ |
| MON · PENGU | FORMING | 0.389 | 13.7d | ±2.45σ |
| BLUR · YGG | FORMING | 0.387 | 16.4d | ±2.37σ |
| OP · POL | ACTIVE | 0.387 | 17.4d | ±2.00σ |
| ASTER · kFLOKI | CONVERGING | 0.381 | 16.1d | ±1.76σ |
| MON · PEOPLE | FORMING | 0.380 | 16.5d | ±2.37σ |
| PROVE · TRUMP | FORMING | 0.380 | 13.6d | ±2.44σ |
| MANTA · OP | CONVERGING | 0.379 | 14.6d | ±1.63σ |
| APEX · SAND | CONVERGING | 0.378 | 22.6d | ±2.02σ |
| HEMI · USUAL | FORMING | 0.375 | 15.4d | ±2.80σ |
| ASTER · DOGE | CONVERGING | 0.373 | 17.2d | ±1.83σ |
| BLUR · kSHIB | EXITED | 0.371 | 14.9d | ±2.63σ |
| AVNT · XPL | CONVERGING | 0.368 | 19.9d | ±2.20σ |
| 0G · MOVE | CONVERGING | 0.366 | 19.6d | ±2.29σ |
| IOTA · YGG | CONVERGING | 0.361 | 15.0d | ±2.60σ |
| MORPHO · PENDLE | CONVERGING | 0.359 | 17.6d | ±2.20σ |
| INIT · WIF | CONVERGING | 0.356 | 13.7d | ±2.55σ |
| ASTER · BANANA | FORMING | 0.351 | 13.8d | ±1.67σ |
| FARTCOIN · GOAT | FORMING | 0.350 | 13.3d | ±2.45σ |
| STBL · UMA | FORMING | 0.348 | 14.4d | ±2.66σ |
| ASTER · UMA | CONVERGING | 0.346 | 13.7d | ±1.60σ |
| OP · XLM | ACTIVE | 0.342 | 21.3d | ±1.96σ |
| MERL · TNSR | EXITED | 0.321 | 18.8d | ±2.47σ |
| STBL · W | CONVERGING | 0.318 | 16.2d | ±2.32σ |
| ETC · ZEN | FORMING | 0.309 | 17.3d | ±2.65σ |
| BIO · POPCAT | FORMING | 0.304 | 13.6d | ±2.65σ |
| MON · WIF | FORMING | 0.302 | 15.8d | ±1.97σ |
| MERL · SNX | CONVERGING | 0.301 | 28.9d | ±2.35σ |
| MERL · STBL | CONVERGING | 0.291 | 20.2d | ±2.36σ |
| MERL · RESOLV | CONVERGING | 0.286 | 23.0d | ±2.22σ |
| APEX · ME | FORMING | 0.282 | 20.6d | ±1.76σ |
| ASTER · CELO | CONVERGING | 0.279 | 16.6d | ±2.06σ |
| BSV · RUNE | CONVERGING | 0.277 | 15.9d | ±2.79σ |
| ASTER · KAS | CONVERGING | 0.276 | 16.3d | ±2.00σ |
| ASTER · LDO | CONVERGING | 0.263 | 15.6d | ±2.24σ |
| SNX · ZK | ACTIVE | 0.262 | 20.9d | ±2.02σ |
| POPCAT · REZ | FORMING | 0.260 | 16.5d | ±2.73σ |
| APEX · HEMI | FORMING | 0.259 | 16.9d | ±2.28σ |
| APEX · BANANA | FORMING | 0.256 | 19.0d | ±2.38σ |
| ATOM · WIF | FORMING | 0.255 | 17.4d | ±2.33σ |
| APEX · TRUMP | FORMING | 0.251 | 22.4d | ±1.76σ |
| SYRUP · VIRTUAL | FORMING | 0.251 | 21.8d | ±2.21σ |
| STBL · kBONK | FORMING | 0.234 | 16.0d | ±2.28σ |
| HEMI · XLM | FORMING | 0.233 | 26.1d | ±2.61σ |
| ASTER · HEMI | FORMING | 0.223 | 14.9d | ±2.08σ |
| ASTER · ENS | CONVERGING | 0.223 | 16.6d | ±1.91σ |
| ASTER · DOT | CONVERGING | 0.213 | 25.1d | ±1.66σ |
| AVNT · XLM | ACTIVE | 0.198 | 34.1d | ±2.05σ |
| MOODENG · ZK | EXITED | 0.184 | 25.7d | ±1.66σ |
| MOODENG · SAND | CONVERGING | 0.156 | 23.2d | ±2.01σ |