Classic games library

The Silicon Immortal

AlphaZerovsStockfish

AlphaZero vs StockfishLondon ENG20171-0E15

In December 2017 Google DeepMind let its chess program AlphaZero loose on Stockfish, the strongest conventional engine of the day, in a hundred-game match played at one minute per move. AlphaZero had been given nothing but the rules of chess and several hours of self-play against itself; it emerged assessing positions the way strong humans do, favouring long-term binds and piece activity over raw material count, rather than searching brute-force the way Stockfish did.

This game, one of ten released alongside DeepMind's original paper and nicknamed the Silicon Immortal by chessgames.com, shows that style at its purest. AlphaZero, with White, built a small space advantage out of a Queen's Indian fianchetto, then spent the middlegame manoeuvring its rook and bishop around Black's king (21.Rd6, 23.Bh6) until Stockfish's pieces had no coordinated targets left. Material only started to fall on move 57, well after the position had already been squeezed past the point of defence.

The wider match finished 28 wins to Stockfish's zero, with 72 draws, and reshaped how top engines are built; both Stockfish and the open source Leela Chess Zero absorbed lessons from AlphaZero's neural network approach within a few years. The exact calendar day this particular game was played has not been confirmed in any public source; DeepMind's paper appeared on 5 December 2017 with the ten sample games attached.

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Stockfish95.8%0
AlphaZero98.2%1
0/119
1.Nf3📖Nf6📖
2.c4b6
3.d4e6
4.g3Ba6
5.Qc2c5
6.d5exd5
7.cxd5!Bb7
8.Bg2Nxd5
9.O-ONc6
10.Rd1Be7
11.Qf5Nf6
12.e4g6
13.Qf4O-O
14.e5Nh5
15.Qg4Re8
16.Nc3Qb8
17.Nd5Bf8
18.Bf4Qc8
19.h3Ne7
20.Ne3Bc6
21.Rd6Ng7
22.Rf6Qb7?!
23.Bh6Nd5
24.Nxd5!Bxd5
25.Rd1Ne6
26.Bxf8Rxf8
27.Qh4Bc6
28.Qh6Rae8
29.Rd6Bxf3!
30.Bxf3Qa6
31.h4Qa5
32.Rd1c4
33.Rd5Qe1+
34.Kg2!c3
35.bxc3Qxc3
36.h5Re7
37.Bd1Qe1
38.Bb3Rd8
39.Rf3Qe4
40.Qd2Qg4
41.Bd1Qe4
42.h6Nc7
43.Rd6Ne6
44.Bb3Qxe5
45.Rd5Qh8
46.Qb4Nc5
47.Rxc5bxc5
48.Qh4!Rde8
49.Rf6!Rf8?
50.Qf4a5
51.g4d5
52.Bxd5Rd7
53.Bc4a4
54.g5a3
55.Qf3Rc7
56.Qxa3Qxf6
57.gxf6!Rfc8
58.Qd3Rf8
59.Qd6Rfc8
60.a4

Critical moments

  1. 49... Rf8Missed win

    Black played Rf8, a 16% win probability loss

The moves

1. Nf3 Nf6 2. c4 b6 3. d4 e6 4. g3 Ba6 5. Qc2 c5 6. d5 exd5 7. cxd5 Bb7 8. Bg2 Nxd5 9. O-O Nc6 10. Rd1 Be7 11. Qf5 Nf6 12. e4 g6 13. Qf4 O-O 14. e5 Nh5 15. Qg4 Re8 16. Nc3 Qb8 17. Nd5 Bf8 18. Bf4 Qc8 19. h3 Ne7 20. Ne3 Bc6 21. Rd6 Ng7 22. Rf6 Qb7 23. Bh6 Nd5 24. Nxd5 Bxd5 25. Rd1 Ne6 26. Bxf8 Rxf8 27. Qh4 Bc6 28. Qh6 Rae8 29. Rd6 Bxf3 30. Bxf3 Qa6 31. h4 Qa5 32. Rd1 c4 33. Rd5 Qe1+ 34. Kg2 c3 35. bxc3 Qxc3 36. h5 Re7 37. Bd1 Qe1 38. Bb3 Rd8 39. Rf3 Qe4 40. Qd2 Qg4 41. Bd1 Qe4 42. h6 Nc7 43. Rd6 Ne6 44. Bb3 Qxe5 45. Rd5 Qh8 46. Qb4 Nc5 47. Rxc5 bxc5 48. Qh4 Rde8 49. Rf6 Rf8 50. Qf4 a5 51. g4 d5 52. Bxd5 Rd7 53. Bc4 a4 54. g5 a3 55. Qf3 Rc7 56. Qxa3 Qxf6 57. gxf6 Rfc8 58. Qd3 Rf8 59. Qd6 Rfc8 60. a4 1-0