ARC-AGI-3: how the games were actually played
Official scores on ARC-AGI-3’s public set top out at 100%, and just two harnesses reach it: corteza and ARC’s own provider adapter. That number hides most of what happened. ARC’s RHAE metric caps each level at 115% and each game at 100%, so past a point, saving more actions stops changing the score.
This table keeps the official score next to what it hides: the per-level efficiency scores, those scores without the game cap, and the raw action counts. Every value is reconstructed from the recorded games and checked against the published scorecards. corteza is our R-native agent harness; the rows put it beside ARC’s own provider adapter, Prime Agent, and ARC’s reference harness across the same 25 public games and 183 levels.
Use the buttons to switch views: Official is ARC’s score, Mean levels drops the game cap, Mean uncapped removes the 115 level cap too, and Actions counts interactions where fewer wins. Expand any game to see its levels.
Select a column above to compare scores.
All rows are uniform across the selected columns. Turn off “Hide uniform rows” to show them.
| Game | Lv | Base | Primeopus-5-xhigh | cortezaopus-5-xhigh | cortezaopus-5-max | cortezaastra-max | ARC adapterastra-max | ARC adapterastra-xhigh | ARC adapterastra-high | ARC adapterastra-medium | ARC adapterastra-low | ARC adapterastra-none | HumanARC baseline |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Total | 183 | ||||||||||||
| 8 | |||||||||||||
| 1 | 32 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 2 | 50 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 75 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 37 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 89 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 159 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 7 | 233 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 8 | 73 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 9 | |||||||||||||
| 1 | 21 | 115 | 115 | 110 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 2 | 48 | 104 | 96 | 100 | 115 | 115 | 115 | 115 | 115 | 51 | 104 | 100 | |
| 3 | 44 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 38 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 111 | 100 | |
| 5 | 33 | 106 | 45 | 113 | 113 | 113 | 113 | 113 | 113 | 113 | 106 | 100 | |
| 6 | 87 | 115 | 73 | 39 | 115 | 77 | 74 | 71 | 65 | 115 | 115 | 100 | |
| 7 | 86 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 8 | 131 | 45 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 9 | 163 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | |||||||||||||
| 1 | 55 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 2 | 8 | 115 | 115 | 64 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 41 | 2 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 21 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 23 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 23 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | |||||||||||||
| 1 | 29 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 2 | 54 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 85 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 300 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 208 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 113 | 115 | 115 | — | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | |||||||||||||
| 1 | 59 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 2 | 102 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 67 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 98 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 324 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 578 | 75 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | |||||||||||||
| 1 | 43 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 2 | 12 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 33 | 100 | |
| 3 | 23 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 28 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 65 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 37 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 7 | |||||||||||||
| 1 | 78 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 2 | 175 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 179 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 230 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 96 | 115 | 96 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 54 | 37 | 90 | 76 | 96 | 115 | 115 | 115 | 115 | 69 | 115 | 100 | |
| 7 | 67 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 7 | |||||||||||||
| 1 | 28 | 115 | 9 | 115 | 115 | 115 | 115 | 115 | 68 | 115 | 87 | 100 | |
| 2 | 109 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 51 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 51 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 33 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 132 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 7 | 326 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 10 | |||||||||||||
| 1 | 32 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 2 | 81 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 60 | 115 | 115 | 88 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 71 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 205 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 148 | 0 | 109 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 7 | 244 | 0 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 8 | 109 | 0 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 9 | 164 | 0 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 10 | 225 | 0 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 8 | |||||||||||||
| 1 | 17 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 2 | 38 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 31 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 16 | 115 | 115 | 115 | 115 | 115 | 115 | 89 | 100 | 115 | 114 | 100 | |
| 5 | 41 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 60 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 7 | 26 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 8 | 159 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 7 | |||||||||||||
| 1 | 22 | 110 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 110 | 100 | |
| 2 | 123 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 73 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 84 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 96 | 115 | 36 | 115 | 115 | 115 | 115 | 96 | 115 | 115 | 92 | 100 | |
| 6 | 192 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 7 | 186 | 107 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | |||||||||||||
| 1 | 30 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 2 | 111 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 203 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 26 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 500 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 237 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | |||||||||||||
| 1 | 22 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 2 | 33 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 51 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 26 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 52 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 49 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 8 | |||||||||||||
| 1 | 26 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 2 | 42 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 86 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 108 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 189 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 139 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 7 | 424 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 8 | 241 | 85 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 102 | 100 | |
| 8 | |||||||||||||
| 1 | 20 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 2 | 89 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 106 | 115 | 100 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 54 | 115 | 29 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 162 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 38 | 75 | 100 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 7 | 86 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 8 | 83 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 8 | |||||||||||||
| 1 | 18 | 112 | 115 | 81 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 2 | 28 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 18 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 19 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 31 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 23 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 7 | 58 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 8 | 18 | 112 | 112 | 112 | 112 | 112 | 112 | 112 | 112 | 112 | 112 | 100 | |
| 6 | |||||||||||||
| 1 | 36 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 67 | 115 | 115 | 100 | |
| 2 | 6 | 115 | 73 | 100 | 115 | 73 | 115 | 73 | 115 | 115 | 100 | 100 | |
| 3 | 32 | 115 | 25 | 94 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 83 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 143 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 50 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 8 | |||||||||||||
| 1 | 61 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 2 | 177 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 101 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 103 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 47 | 115 | 100 | |
| 5 | 230 | 38 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | — | 100 | |
| 6 | 181 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | — | 100 | |
| 7 | 125 | 59 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | — | 100 | |
| 8 | 92 | 44 | 100 | 66 | 115 | 115 | 115 | 115 | 115 | 115 | — | 100 | |
| 6 | |||||||||||||
| 1 | 39 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 2 | 58 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 25 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 148 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 96 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 152 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 9 | |||||||||||||
| 1 | 22 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 2 | 42 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 26 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 36 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 70 | 115 | 100 | |
| 6 | 31 | 115 | 107 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 7 | 8 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 8 | 40 | 115 | 115 | 42 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 9 | 41 | 115 | 5 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 7 | |||||||||||||
| 1 | 32 | 115 | 48 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 2 | 72 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 26 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 40 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 30 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 55 | 62 | 2 | 12 | 115 | 115 | 115 | 7 | 115 | 47 | 74 | 100 | |
| 7 | 62 | 17 | 67 | 115 | 115 | 115 | 115 | 115 | 115 | 68 | 115 | 100 | |
| 6 | |||||||||||||
| 1 | 54 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 2 | 58 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 40 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 45 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 71 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 146 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 9 | |||||||||||||
| 1 | 19 | 111 | 111 | 111 | 111 | 111 | 111 | 111 | 111 | 111 | 111 | 100 | |
| 2 | 16 | 114 | 114 | 114 | 115 | 115 | 115 | 115 | 115 | 114 | 115 | 100 | |
| 3 | 34 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 42 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 123 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 80 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 7 | 14 | 100 | 77 | 77 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | 100 | |
| 8 | 23 | 100 | 100 | 100 | 115 | 100 | 115 | 100 | 100 | 100 | 100 | 100 | |
| 9 | 111 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 7 | |||||||||||||
| 1 | 7 | 77 | 77 | 115 | 49 | 17 | 60 | 100 | 77 | 60 | 40 | 100 | |
| 2 | 18 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 44 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 61 | 115 | 1 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 131 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 34 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 7 | 152 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 9 | |||||||||||||
| 1 | 71 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 2 | 119 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 3 | 183 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 4 | 98 | 35 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 5 | 368 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 6 | 68 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 7 | 79 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 8 | 442 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 | |
| 9 | 415 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 115 | 100 |
Each level scores min(115, 100 × (baseline / actions)²). The 115 cap is reached at about 6.75% fewer actions than the baseline.
RESETs after the initial observation count as actions. The Actions view shows counts for levels and sums for completed games; unfinished levels and games show —.
Green backgrounds mark the best displayed value across visible columns, including ties; fewer actions wins in the actions view. Uniform rows have no winner background.
“Hide uniform rows” removes rows whose displayed values are identical across the visible columns and shows all remaining levels with their game labels.
Official: min(100 × Σ(1..k) / Σ(1..N), Σ(i × sᵢ) / Σ(1..N)), where k levels are complete out of N.
Keep level scores up to 115 before applying the completion cap. Mean levels: those capped level scores weighted by level number, Σ(i × sᵢ) / Σ(1..N) — the Official score without the completion cap.
Mean uncapped: each level shows 100 × (baseline / actions)², without a cap; game rows weight their levels by level number the same way, and the Total averages the games. Higher wins.
The ratio already normalizes levels to the human baseline: equal actions score 100; half as many actions score 400. Dividing scores by 100 would only change the scale. Totals weight games equally, not individual levels across games.
Actions: counts at every level, summed for each game and for the top Total. Fewer actions wins throughout. Incomplete games and runs show — rather than a partial sum.
Uncompleted levels contribute 0 to scores. Score totals average all 25 games; action totals sum them. Totals do not change when rows are filtered. Column ordering follows the Total row, with fewest actions first in Actions.
Sources, validation, and replay provenance
Published scorecards: Prime · Opus max · Opus xhigh · Astra replay. The Astra card is a replay of recorded actions selected from astra-arc-04 (21 games) and astra-arc-05 (4 games); it is a combined-campaign result. Selection takes the most completed levels per game and keeps the earlier campaign on ties. It does not select individual levels or choose by score.
Opus and Astra are independently reconstructed from local traces and checked against their published cards, including completed-level action counts, level scores, game scores, and totals. Prime is reconstructed from published per-level action counts. ARC adapter columns are reconstructed from published recordings; their exact official scorecards have not been independently matched.
Human / ARC baseline uses the published per-level human action counts from ARC’s game catalog, checked against the source scorecards. Its scores are 100 by definition. It is a reference column, not a separately measured human run.
Download score validation · Download per-game trace provenance · Download source scorecards. Static snapshot generated 2026-09-22 10:03 CDT.
| Game | Source campaign | Levels | Actions | Trace SHA-256 prefix |
|---|---|---|---|---|
| AR25 | astra-arc-04 | 8 | 255 | 134ed3bbf429d847 |
| BP35 | astra-arc-04 | 9 | 368 | 4d72b20eb6b111b8 |
| CD82 | astra-arc-05 | 6 | 104 | 2c3160af95fa96ac |
| CN04 | astra-arc-04 | 6 | 189 | 8a30914bd3e311b5 |
| DC22 | astra-arc-04 | 6 | 444 | ef7fddfcb7be30ec |
| FT09 | astra-arc-05 | 6 | 76 | 8e8768e3244485c0 |
| G50T | astra-arc-04 | 7 | 298 | 16754e8672317550 |
| KA59 | astra-arc-04 | 7 | 295 | e972c605f60ed196 |
| LF52 | astra-arc-04 | 10 | 702 | efe0a7c7fbb47572 |
| LP85 | astra-arc-04 | 8 | 88 | 14019de046783202 |
| LS20 | astra-arc-04 | 7 | 403 | ca462434a1dc671a |
| M0R0 | astra-arc-04 | 6 | 199 | 248c3e41b981e89a |
| R11L | astra-arc-04 | 6 | 70 | 9bc8ccaa8ca05efe |
| RE86 | astra-arc-04 | 8 | 535 | 496c251cee418f9d |
| S5I5 | astra-arc-04 | 8 | 274 | 063e1437d2802d6a |
| SB26 | astra-arc-04 | 8 | 124 | 56d09841bcfec3a4 |
| SC25 | astra-arc-04 | 6 | 138 | e6b9d8433d22ba10 |
| SK48 | astra-arc-04 | 8 | 350 | 66da9155e80dbcaa |
| SP80 | astra-arc-04 | 6 | 111 | 075877758f77ec28 |
| SU15 | astra-arc-05 | 9 | 89 | 80d8e1f8ad46f161 |
| TN36 | astra-arc-05 | 7 | 136 | 29dc421cd89a161a |
| TR87 | astra-arc-04 | 6 | 132 | 5ef51514eb562318 |
| TU93 | astra-arc-04 | 9 | 213 | 3438dcaed5e6bb48 |
| VC33 | astra-arc-04 | 7 | 201 | 46fd09b254b2d3a0 |
| WA30 | astra-arc-04 | 9 | 578 | e5f7a8ea65ee6009 |