Congratulations to the geniuses who responded!
The bot play of 13/8 11/10 is logical once you spot it, with the main challenge in practice being that it's easy to go on autopilot and play a pedestrian alternative.
What is perhaps more surprising is that XG favors 13/8 11/10 even when White has a substantially stronger board. See the variant below for example.

              
 
              
 | | White is Player 2
score: 0 pip: 100 | | Unlimited Game | pip: 134 score: 0
Blue is Player 1 | |
| XGID=----aBCBB--AbE---a-eaa-bb-:0:0:1:51:0:0:0:0:10 |
| Blue to play 51 |
| 1. | Rollout1 | 13/8 11/10 | eq: -0.132 |
| Player: Opponent: | 42.80% (G:5.23% B:0.20%) 57.20% (G:15.35% B:0.06%) | Conf.: ± 0.014 (-0.145...-0.118) - [100.0%] Duration: 3 minutes 08 seconds |
|
| 2. | Rollout1 | 13/8 6/5 | eq: -0.286 (-0.154) |
| Player: Opponent: | 37.52% (G:4.07% B:0.17%) 62.48% (G:9.60% B:0.06%) | Conf.: ± 0.014 (-0.300...-0.272) - [0.0%] Duration: 3 minutes 00 second |
|
| 3. | Rollout1 | 13/7 | eq: -0.289 (-0.158) |
| Player: Opponent: | 37.50% (G:3.76% B:0.10%) 62.50% (G:9.12% B:0.04%) | Conf.: ± 0.014 (-0.303...-0.275) - [0.0%] Duration: 2 minutes 47 seconds |
|
| |
1 1296 Games rolled with Variance Reduction. Dice Seed: 62908879 Moves: 3-ply, cube decisions: XG Roller
|
eXtreme Gammon Version: 2.19.211.pre-release
Variant:

              
 
              
 | | White is Player 2
score: 0 pip: 103 | | Unlimited Game | pip: 134 score: 0
Blue is Player 1 | |
| XGID=----aBCBB--AbE---a-e-bbb--:0:0:1:51:0:0:0:0:10 |
| Blue to play 51 |
| 1. | Rollout1 | 13/8 11/10 | eq: -0.406 |
| Player: Opponent: | 39.19% (G:3.79% B:0.13%) 60.81% (G:18.54% B:0.10%) | Conf.: ± 0.014 (-0.420...-0.392) - [88.5%] Duration: 2 minutes 38 seconds |
|
| 2. | Rollout1 | 13/7 | eq: -0.419 (-0.012) |
| Player: Opponent: | 35.54% (G:3.18% B:0.10%) 64.46% (G:10.35% B:0.08%) | Conf.: ± 0.013 (-0.432...-0.406) - [10.2%] Duration: 2 minutes 20 seconds |
|
| 3. | Rollout1 | 13/8 6/5 | eq: -0.428 (-0.021) |
| Player: Opponent: | 35.42% (G:3.23% B:0.11%) 64.58% (G:10.91% B:0.07%) | Conf.: ± 0.015 (-0.442...-0.413) - [1.3%] Duration: 2 minutes 23 seconds |
|
| |
1 1296 Games rolled with Variance Reduction. Dice Seed: 62908879 Moves: 3-ply, cube decisions: XG Roller
|
eXtreme Gammon Version: 2.19.211.pre-release