| listed card | number of times Defragment offered in card rewards while listed card in deck | mean model score change when listed card is removed | # times removing listed card causes model to skip Defragment | # times removing listed card causes model to take Defragment | |
|---|---|---|---|---|---|
| Zap+1 | 3069 | 4.4 ± 0.1 | 49 | 0 | |
| Glacier | 1310 | 3.5 ± 0.3 | 15 | 0 | |
| Zap | 6648 | 3.4 ± 0.1 | 61 | 0 | |
| Dualcast | 8387 | 3.0 ± 0.1 | 59 | 4 | |
| Glacier+1 | 181 | 2.8 ± 0.5 | 1 | 0 | |
| Bullseye+1 | 122 | 2.7 ± 0.5 | 1 | 0 | |
| Coolheaded | 1692 | 2.7 ± 0.1 | 13 | 2 | |
| Coolheaded+1 | 467 | 2.6 ± 0.3 | 5 | 0 | |
| Doom and Gloom | 625 | 2.5 ± 0.3 | 9 | 0 | |
| Defend+1 | 904 | 2.5 ± 0.2 | 7 | 0 | |
| Genetic Algorithm+1 | 154 | 2.5 ± 0.4 | 1 | 0 | |
| Leap+1 | 91 | 2.5 ± 0.6 | 0 | 0 | |
| Reinforced Body | 434 | 2.4 ± 0.3 | 3 | 0 | |
| Dualcast+1 | 1301 | 2.4 ± 0.2 | 13 | 6 | |
| Defend | 9594 | 2.4 ± 0.0 | 62 | 1 | |
| Reinforced Body+1 | 131 | 2.3 ± 0.5 | 0 | 0 | |
| Ball Lightning+1 | 456 | 2.3 ± 0.3 | 1 | 0 | |
| Compile Driver+1 | 133 | 2.3 ± 0.6 | 0 | 0 | |
| Cold Snap | 2355 | 2.2 ± 0.1 | 12 | 0 | |
| White Noise | 567 | 2.2 ± 0.2 | 3 | 1 | |
| Compile Driver | 835 | 2.1 ± 0.2 | 3 | 1 | |
| Tempest+1 | 119 | 2.1 ± 0.6 | 0 | 0 | |
| Ball Lightning | 2755 | 2.1 ± 0.1 | 14 | 2 | |
| Static Discharge | 470 | 2.1 ± 0.3 | 5 | 0 | |
| Loop | 627 | 2.0 ± 0.2 | 3 | 0 | |
| Barrage+1 | 269 | 2.0 ± 0.3 | 2 | 0 | |
| Static Discharge+1 | 331 | 2.0 ± 0.3 | 4 | 1 | |
| Apotheosis | 67 | 1.9 ± 0.6 | 0 | 0 | |
| Capacitor | 897 | 1.9 ± 0.2 | 9 | 0 | |
| White Noise+1 | 215 | 1.9 ± 0.4 | 2 | 0 | |
| Capacitor+1 | 221 | 1.9 ± 0.4 | 2 | 1 | |
| Sweeping Beam+1 | 307 | 1.8 ± 0.3 | 1 | 1 | |
| Storm | 287 | 1.8 ± 0.4 | 0 | 1 | |
| Recursion | 301 | 1.8 ± 0.3 | 2 | 0 | |
| Electrodynamics+1 | 135 | 1.8 ± 0.5 | 2 | 0 | |
| Cold Snap+1 | 191 | 1.8 ± 0.4 | 1 | 0 | |
| Self Repair+1 | 203 | 1.7 ± 0.4 | 1 | 0 | |
| Loop+1 | 377 | 1.6 ± 0.2 | 0 | 1 | |
| Doom and Gloom+1 | 277 | 1.5 ± 0.3 | 0 | 0 | |
| Echo Form | 629 | 1.5 ± 0.2 | 6 | 1 | |
| Electrodynamics | 690 | 1.5 ± 0.3 | 6 | 1 | |
| Genetic Algorithm | 527 | 1.5 ± 0.2 | 4 | 0 | |
| Chaos+1 | 188 | 1.4 ± 0.3 | 0 | 0 | |
| Darkness+1 | 166 | 1.4 ± 0.5 | 1 | 0 | |
| Leap | 837 | 1.3 ± 0.1 | 4 | 0 | |
| Recursion+1 | 175 | 1.3 ± 0.3 | 1 | 0 | |
| Hello World | 146 | 1.3 ± 0.4 | 1 | 0 | |
| Equilibrium+1 | 74 | 1.2 ± 0.5 | 0 | 0 | |
| Multi-Cast | 89 | 1.1 ± 0.3 | 0 | 0 | |
| Self Repair | 1035 | 1.1 ± 0.1 | 4 | 2 | |
| Double Energy | 114 | 1.1 ± 0.5 | 0 | 0 | |
| Sunder+1 | 480 | 1.1 ± 0.2 | 2 | 2 | |
| Heatsinks | 181 | 1.1 ± 0.4 | 1 | 1 | |
| Sweeping Beam | 1097 | 1.0 ± 0.1 | 5 | 1 | |
| Bullseye | 329 | 1.0 ± 0.2 | 1 | 0 | |
| Barrage | 489 | 1.0 ± 0.2 | 0 | 0 | |
| Amplify | 133 | 1.0 ± 0.4 | 0 | 0 | |
| Buffer | 272 | 0.8 ± 0.3 | 1 | 0 | |
| Rainbow | 238 | 0.8 ± 0.3 | 1 | 1 | |
| Pain | 114 | 0.8 ± 0.3 | 0 | 0 | |
| Fission+1 | 147 | 0.8 ± 0.3 | 2 | 0 | |
| Stack | 156 | 0.8 ± 0.4 | 1 | 0 | |
| Tempest | 274 | 0.6 ± 0.3 | 0 | 0 | |
| Biased Cognition+1 | 182 | 0.6 ± 0.3 | 0 | 0 | |
| Creative AI | 263 | 0.6 ± 0.3 | 0 | 1 | |
| Charge Battery+1 | 185 | 0.6 ± 0.3 | 0 | 0 | |
| Chill | 685 | 0.6 ± 0.1 | 3 | 2 | |
| Equilibrium | 496 | 0.5 ± 0.2 | 1 | 0 | |
| Consume | 278 | 0.5 ± 0.4 | 0 | 2 | |
| Hologram | 663 | 0.5 ± 0.1 | 1 | 1 | |
| Strike+1 | 863 | 0.5 ± 0.1 | 2 | 2 | |
| Core Surge | 578 | 0.4 ± 0.2 | 3 | 2 | |
| Apotheosis+1 | 147 | 0.4 ± 0.4 | 1 | 0 | |
| Charge Battery | 1517 | 0.3 ± 0.1 | 3 | 1 | |
| Parasite | 55 | 0.3 ± 0.5 | 0 | 0 | |
| Thunder Strike | 162 | 0.3 ± 0.4 | 0 | 1 | |
| Echo Form+1 | 90 | 0.3 ± 0.4 | 0 | 0 | |
| Recycle | 155 | 0.1 ± 0.4 | 0 | 1 | |
| Curse of the Bell | 138 | 0.1 ± 0.2 | 0 | 0 | |
| Buffer+1 | 160 | 0.1 ± 0.4 | 0 | 0 | |
| TURBO | 412 | 0.1 ± 0.2 | 0 | 2 | |
| Blizzard | 177 | 0.0 ± 0.7 | 1 | 2 | |
| Fission | 157 | -0.0 ± 0.2 | 0 | 1 | |
| Creative AI+1 | 118 | -0.0 ± 0.5 | 0 | 0 | |
| Skim | 215 | -0.0 ± 0.3 | 0 | 0 | |
| Skim+1 | 50 | -0.0 ± 0.8 | 0 | 1 | |
| Force Field | 106 | -0.1 ± 0.7 | 0 | 2 | |
| Melter | 577 | -0.2 ± 0.1 | 0 | 0 | |
| Rainbow+1 | 82 | -0.2 ± 0.6 | 0 | 0 | |
| Writhe | 52 | -0.3 ± 0.8 | 0 | 2 | |
| Chaos | 190 | -0.3 ± 0.4 | 1 | 0 | |
| Fusion | 89 | -0.3 ± 0.6 | 0 | 0 | |
| Storm+1 | 99 | -0.4 ± 0.8 | 0 | 2 | |
| Strike | 9457 | -0.5 ± 0.0 | 6 | 18 | |
| Consume+1 | 210 | -0.5 ± 0.3 | 0 | 1 | |
| Decay | 62 | -0.5 ± 0.6 | 0 | 0 | |
| Seek | 409 | -0.5 ± 0.2 | 0 | 1 | |
| Blizzard+1 | 86 | -0.7 ± 0.9 | 1 | 0 | |
| Machine Learning | 174 | -0.7 ± 0.3 | 0 | 1 | |
| Double Energy+1 | 73 | -0.7 ± 0.6 | 1 | 1 | |
| Darkness | 266 | -0.8 ± 0.3 | 0 | 5 | |
| Hologram+1 | 295 | -0.8 ± 0.3 | 0 | 2 | |
| Rip and Tear+1 | 98 | -0.8 ± 0.5 | 0 | 1 | |
| TURBO+1 | 99 | -0.9 ± 0.8 | 0 | 2 | |
| Boot Sequence | 568 | -1.0 ± 0.2 | 1 | 4 | |
| Melter+1 | 82 | -1.0 ± 0.5 | 0 | 0 | |
| Overclock | 67 | -1.1 ± 0.6 | 0 | 0 | |
| Biased Cognition | 414 | -1.1 ± 0.2 | 0 | 2 | |
| Auto-Shields | 347 | -1.1 ± 0.3 | 0 | 5 | |
| Regret | 214 | -1.2 ± 0.3 | 0 | 1 | |
| Steam Barrier+1 | 59 | -1.2 ± 0.8 | 1 | 0 | |
| Steam Barrier | 498 | -1.2 ± 0.2 | 0 | 5 | |
| Defragment+1 | 1154 | -1.2 ± 0.2 | 2 | 11 | |
| Rebound | 491 | -1.2 ± 0.2 | 0 | 9 | |
| Chill+1 | 116 | -1.3 ± 0.4 | 0 | 0 | |
| Recycle+1 | 122 | -1.5 ± 0.8 | 1 | 2 | |
| Sunder | 413 | -1.5 ± 0.3 | 1 | 4 | |
| Rip and Tear | 336 | -1.5 ± 0.3 | 0 | 5 | |
| Fusion+1 | 83 | -1.6 ± 0.6 | 0 | 0 | |
| Apparition | 72 | -1.7 ± 0.4 | 0 | 0 | |
| Injury | 214 | -1.9 ± 0.4 | 0 | 3 | |
| Go for the Eyes | 923 | -1.9 ± 0.2 | 2 | 8 | |
| Reboot | 203 | -1.9 ± 0.3 | 0 | 2 | |
| Streamline+1 | 510 | -2.0 ± 0.3 | 1 | 9 | |
| Rebound+1 | 64 | -2.1 ± 0.9 | 0 | 1 | |
| Seek+1 | 96 | -2.1 ± 0.7 | 0 | 1 | |
| FTL | 676 | -2.3 ± 0.2 | 0 | 10 | |
| Doubt | 325 | -2.3 ± 0.3 | 0 | 3 | |
| Claw+1 | 156 | -2.4 ± 0.9 | 1 | 5 | |
| Beam Cell+1 | 241 | -3.2 ± 0.5 | 0 | 3 | |
| Go for the Eyes+1 | 298 | -3.2 ± 0.5 | 0 | 2 | |
| Streamline | 785 | -3.3 ± 0.2 | 0 | 11 | |
| Defragment | 859 | -3.3 ± 0.3 | 1 | 13 | |
| Meteor Strike | 112 | -3.8 ± 0.7 | 0 | 1 | |
| FTL+1 | 87 | -3.8 ± 0.8 | 0 | 0 | |
| Beam Cell | 654 | -4.3 ± 0.4 | 0 | 18 | |
| All for One | 269 | -5.8 ± 0.8 | 0 | 19 | |
| Claw | 1071 | -5.8 ± 0.4 | 0 | 45 | |
| Hyperbeam | 97 | -7.1 ± 1.2 | 0 | 4 | |
| Hyperbeam+1 | 90 | -10.7 ± 1.9 | 0 | 2 | |
| Scrape | 138 | -14.6 ± 1.6 | 0 | 17 |