| Game | SimOLe | OT Rainbow | CURL | Drq | SPR | MuZero | EfficientZero | Ours |
| Alien | 616.9 | 824.7 | 558.2 | 771.2 | 801.5 | 530.0 | 697.5 | 773.1 |
| Assault | 527.2 | 351.9 | 600.6 | 452.4 | 571.0 | 500.1 | 1427.1 | 1508.7 |
| Asterix | 1128.3 | 628.5 | 734.5 | 603.5 | 977.8 | 1734.0 | 5745.3 | 5578.1 |
| Battle Zone | 5184.4 | 4060.6 | 14870.0 | 12954.0 | 16651.0 | 7687.5 | 12312.5 | 13250 |
| Breakout | 16.4 | 9.8 | 4.9 | 16.1 | 17.1 | 48.0 | 353.3 | 393.9 |
| Crazy Climber | 62583.6 | 21327.8 | 12146.5 | 20516.5 | 42923.6 | 56937.0 | 64237.5 | 66728.1 |
| Demon Attack | 208.1 | 711.8 | 817.6 | 1113.4 | 545.2 | 3527.0 | 6272.8 | 8091.0 |
| Hero | 2656.6 | 6458.8 | 6279.3 | 3736.3 | 7019.2 | 3095.0 | 12256.4 | 13457.0 |
| Kangaroo | 323.1 | 605.4 | 872.5 | 940.6 | 3276.4 | 62.5 | 918.8 | 1068.8 |
| Krull | 4539.9 | 3277.9 | 4229.6 | 4018.1 | 3688.9 | 4890.8 | 7047.8 | 7176.25 |
| Ms. Pac-Man | 1480.0 | 941.9 | 1465.5 | 960.5 | 1313.2 | 1265.6 | 1287.8 | 1176.2 |
| Private Eye | 58.3 | 100.0 | 218.4 | −13.6 | 124.0 | 56.3 | 100 | 100 |
| Qbert | 1288.8 | 509.3 | 1042.4 | 854.4 | 669.1 | 3952.0 | 13865.6 | 15337.5 |
| UpND | 3350.3 | 2847.6 | 2955.2 | 3180.8 | 28138.5 | 2896.9 | 8931.25 | 64405.0 |