Track record.
We call emerging picks early. Here's how often the pros actually drafted them.
Live model · held-out validation
81% precision leave-one-patch-out
72% cross-region held-out Western leagues
3.6d lead
Measured on patches the live model (lr_20260627_150534) never trained on — leave-one-patch-out across 6 patches, with the cross-region figure graded on disjoint-player Western leagues (Korean soloq forecasting the LCS/LEC meta). The per-patch table below is the as-of replay history.

GetPrio watches high-elo solo queue and flags champions that are climbing, ideally before they show up in a pro draft. Once a patch is done, we take the shortlist we put out early that patch and check it against every champion picked or banned across the four major regions (LCK, LPL, LCS, LEC) plus the international events. Every patch we've graded is here, the misses included.

Hit rate
56%
Of the 20 picks we flag, about 11 end up picked or banned on the pro stage.
Catch rate
38%
When a champ does break out into pro play, we'd already flagged it about 2 times in 5.
Head start
3days
How far ahead of a champ's first pro game we typically call it. We see it coming.
Pooled over 6 finished patches, new picks only, measured on our top 20 each patch.
Accuracy, patch by patch
Hit rateCatch rate0%43%86% 16.616.916.11
Hit rate is how many of our calls panned out. Catch rate is how many of the actual breakouts we'd flagged. Higher is better. Each dot is one finished patch.
Every graded patch · top 20 new picks
Patch Hit rate Catch rate Days early Flags that landed Breakouts caught Scored by
16.6 50% 48% 9 10 / 20 10 / 21 heuristic
16.7 45% 29% 1 9 / 20 9 / 31 heuristic
16.8 65% 39% 1 13 / 20 13 / 33 heuristic
16.9 55% 42% 2 11 / 20 11 / 26 heuristic
16.10 75% 37% 6 15 / 20 15 / 41 heuristic
16.11 45% 39% 1 9 / 20 9 / 23 heuristic
Called shots · what we flagged early, and what landed

The hit rate above, made concrete: the actual champions we put on our early new-pick shortlist each patch, and which the pros went on to pick or ban. 66 of our last 120 early calls reached pro play (55%). Hits are sage with how many days early we were; the rest we flagged but the pros didn't take that patch.

16.11 8/20
Yuumi +7d Akshan Xayah +1d Bel'Veth Karthus Olaf +1d Dr. Mundo Riven Hwei Evelynn Ekko Lux Miss Fortune Jinx Tryndamere LeBlanc +8d Yorick +1d Gnar +7d Urgot Nunu & Willump
16.10 15/20
Singed Wukong +1d Lissandra +15d Kled +10d Olaf +1d Kha'Zix Tryndamere +16d Kindred Syndra +8d Lux +2d Teemo Nami +2d Milio +1d Mel +6d Corki +2d Fiora +14d Janna Skarner +2d Swain +8d Poppy +8d
16.9 11/20
Ziggs +1d Urgot Kalista +3d Kindred Nocturne +1d Cassiopeia +1d Miss Fortune +2d Vex Zed Annie +1d Shen +2d Darius Dr. Mundo +2d Fizz Lillia Gwen +1d Evelynn Camille +7d Vladimir Olaf +3d
16.8 13/20
Zyra Hecarim Samira Annie +1d Azir +1d Syndra +1d Aatrox +1d Tryndamere +7d Hwei +1d Dr. Mundo +1d Skarner +1d Nocturne +1d Sona Ornn +1d Gwen +1d Zeri +13d Lillia Riven Xayah +2d Volibear
16.7 9/20
Senna +7d Urgot Katarina Nami +1d Kled Xayah +1d Tristana +3d Singed Fiddlesticks Nocturne +1d Mordekaiser Diana Vex Karthus LeBlanc +1d Aatrox +1d Kindred Azir +1d Teemo Kennen +1d
16.6 10/20
Azir +8d Hwei +10d Fiddlesticks Nami +8d Vex Mordekaiser Urgot Yorick +10d Kindred Vayne +12d Sona Ziggs +12d Naafiri +8d Udyr Katarina Janna +10d Twitch Shyvana Annie +8d Seraphine +8d
What counts as pro play: any champion picked or banned in the four majors (LCK, LPL, LCS, LEC) or an international event in 2026. “New picks” drops anything that was already a standard pick the patch before, so we're only grading genuinely fresh calls, not meta staples everyone runs anyway. The samples are still small, so read these as a direction. They get sturdier every patch the pipeline runs.