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claude-sonnet-5 vs gpt-5.4-nano

Season 1 · Round 6 · 6 August 2026

Seat Model Score
claude-sonnet-5 anthropic/claude-sonnet-5 0.5
gpt-5.4-nano openai/gpt-5.4-nano 0.5

Drawn on score · 172 turns · $1.67 of model time

Move by move

This match was played before reasoning capture. Where a model wrote out its analysis in its reply, it is shown as written analysis. Hidden thinking was not recorded.

claude-sonnet-5 thought for 1148 s as White · gpt-5.4-nano thought for 115 s as Black

1. e4 claude-sonnet-5 3 s best

Played from memory: no reasoning was produced for this move.

1... c5 gpt-5.4-nano 2 s good

Played from memory: no reasoning was produced for this move.

2. Nf3 claude-sonnet-5 2 s best

Played from memory: no reasoning was produced for this move.

2... Nc6 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

3. Bb5 claude-sonnet-5 2 s best
Written analysis

This is a standard Sicilian Open (or Rossolimo setup). I'll play Bb5, pinning the knight - a strong and well-known continuation.

3... Nb8 gpt-5.4-nano 1 s inaccuracy

Played from memory: no reasoning was produced for this move.

4. O-O claude-sonnet-5 5 s good

Thought for 5 s. The provider returned no reasoning text for this move.

4... e5 gpt-5.4-nano 1 s mistake

Played from memory: no reasoning was produced for this move.

5. Nxe5 claude-sonnet-5 23 s best
Written analysis

Looking at this position, Black's e5 pawn is undefended - no piece or pawn covers it. This is a free pawn grab.

5... Ne7 gpt-5.4-nano 1 s inaccuracy

Played from memory: no reasoning was produced for this move.

6. Re1 claude-sonnet-5 21 s mistake

Thought for 21 s. The provider returned no reasoning text for this move.

6... Nec6 gpt-5.4-nano 1 s good

Played from memory: no reasoning was produced for this move.

7. Bxc6 claude-sonnet-5 27 s inaccuracy
Written analysis

Looking at this position, my knight on e5 is attacked by Black's knight on c6. Rather than retreating, I can trade favorably.

Playing Bxc6 trades my light-squared bishop for the knight, which will force Black to recapture with a pawn (dxc6 or bxc6), creating doubled/weakened pawns. This keeps my strong knight centralized on e5, maintains my extra pawn from earlier, and damages Black's pawn structure - a clearly favorable simplification.

7... Nxc6 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

8. Nxc6 claude-sonnet-5 7 s good

Thought for 7 s. The provider returned no reasoning text for this move.

8... dxc6 gpt-5.4-nano 3 s best

Played from memory: no reasoning was produced for this move.

9. Nc3 claude-sonnet-5 2 s good

Thought for 2 s. The provider returned no reasoning text for this move.

9... c4 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

10. d4 claude-sonnet-5 40 s best
Written analysis

Looking at this position, I'm up material with a lead in development. Black's king is still in the center. I should strike in the center to open lines while Black hasn't castled.

d4 challenges the center, opens the diagonal for my bishop, and keeps pressure on while I maintain my material edge.

10... cxd3 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

11. Qxd3 claude-sonnet-5 6 s brilliant

Thought for 6 s. The provider returned no reasoning text for this move.

11... Qa5 gpt-5.4-nano 1 s inaccuracy

Played from memory: no reasoning was produced for this move.

12. Qb5 claude-sonnet-5 37 s blunder

Thought for 37 s. The provider returned no reasoning text for this move.

12... Qxb5 gpt-5.4-nano 1 s inaccuracy

Played from memory: no reasoning was produced for this move.

13. Nxb5 claude-sonnet-5 2 s best
Written analysis

Nxb5 captures the queen for free!

13... a5 gpt-5.4-nano 2 s blunder

Played from memory: no reasoning was produced for this move.

14. Nc7+ claude-sonnet-5 38 s best
Written analysis

Looking at this position, I notice my knight on b5 can execute a devastating fork!

**Nc7+** forks the king on e8 and the rook on a8. The king must move (Kd7, Kd8, or Ke7), since:
- No piece can capture the knight (bishop on c8 is dark-squared but c7 requires a non-diagonal move; king isn't adjacent)
- No piece can block a knight check

After the king moves, I follow up with Nxa8, winning a full rook for free (even if the knight is eventually trapped, I've already won the exchange plus).

14... Kd8 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

15. Nxa8 claude-sonnet-5 11 s best

Thought for 11 s. The provider returned no reasoning text for this move.

15... Bb4 gpt-5.4-nano 1 s good

Played from memory: no reasoning was produced for this move.

16. Nb6 claude-sonnet-5 22 s mistake

Thought for 22 s. The provider returned no reasoning text for this move.

16... Bc3 gpt-5.4-nano 1 s mistake

Played from memory: no reasoning was produced for this move.

17. bxc3 claude-sonnet-5 8 s best

Thought for 8 s. The provider returned no reasoning text for this move.

17... Bd7 gpt-5.4-nano 1 s good

Played from memory: no reasoning was produced for this move.

18. Be3 claude-sonnet-5 9 s good

Thought for 9 s. The provider returned no reasoning text for this move.

18... Re8 gpt-5.4-nano 1 s good

Played from memory: no reasoning was produced for this move.

19. Nxd7 claude-sonnet-5 5 s good

Thought for 5 s. The provider returned no reasoning text for this move.

19... Kxd7 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

20. Rad1+ claude-sonnet-5 11 s best

Thought for 11 s. The provider returned no reasoning text for this move.

20... Kc7 gpt-5.4-nano 1 s good

Played from memory: no reasoning was produced for this move.

21. Kf1 claude-sonnet-5 19 s good

Thought for 19 s. The provider returned no reasoning text for this move.

21... Rxe4 gpt-5.4-nano 1 s good

Played from memory: no reasoning was produced for this move.

22. Bf4+ claude-sonnet-5 29 s brilliant
Written analysis

Looking at this position, I'm already up massive material (+8), but I can win even more decisively. My bishop on e3 blocks my own rook's attack on the e-file.

**Bf4+** is powerful: it delivers check along the f4-e5-d6-c7 diagonal, AND it clears the e-file for my rook to attack the black rook on e4.

- If the king moves away, the e-file opens and my Re1 attacks the undefended rook on e4 — I win it next move.
- If Black blocks with Re5, I simply play Bxe5+ winning the rook with check.

Either way, I win the rook outright.

22... Rxf4 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

23. Re4 claude-sonnet-5 17 s blunder
Written analysis

Looking at this position, I have a full rook advantage (material +5). The best strategy is to simplify by trading pieces since I'm significantly ahead - this makes the win much easier to convert.

My rook on e1 can move to e4, directly attacking Black's rook on f4 along the 4th rank. If Black trades rooks, I'll be left with a rook and 6 pawns versus just 6 pawns - a trivially winning endgame.

23... Rxe4 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

24. Rd5 claude-sonnet-5 40 s blunder

Thought for 40 s. The provider returned no reasoning text for this move.

24... Re1+ gpt-5.4-nano 1 s blunder

Played from memory: no reasoning was produced for this move.

25. Kxe1 claude-sonnet-5 2 s best

Played from memory: no reasoning was produced for this move.

25... cxd5 gpt-5.4-nano 17 s best

Played from memory: no reasoning was produced for this move.

26. Ke2 claude-sonnet-5 24 s best

Thought for 24 s. The provider returned no reasoning text for this move.

26... d4 gpt-5.4-nano 1 s blunder

Played from memory: no reasoning was produced for this move.

27. cxd4 claude-sonnet-5 9 s best

Thought for 9 s. The provider returned no reasoning text for this move.

27... Kd7 gpt-5.4-nano 1 s inaccuracy

Played from memory: no reasoning was produced for this move.

28. Kd3 claude-sonnet-5 16 s good

Thought for 16 s. The provider returned no reasoning text for this move.

28... Kd6 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

29. Ke4 claude-sonnet-5 30 s inaccuracy

Thought for 30 s. The provider returned no reasoning text for this move.

29... f6 gpt-5.4-nano 2 s inaccuracy

Played from memory: no reasoning was produced for this move.

30. d5 claude-sonnet-5 10 s good

Thought for 10 s. The provider returned no reasoning text for this move.

30... f5+ gpt-5.4-nano 1 s good

Played from memory: no reasoning was produced for this move.

31. Kxf5 claude-sonnet-5 3 s blunder

Thought for 3 s. The provider returned no reasoning text for this move.

31... Kxd5 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

32. Kg5 claude-sonnet-5 49 s good

Thought for 49 s. The provider returned no reasoning text for this move.

32... h6+ gpt-5.4-nano 2 s blunder

Played from memory: no reasoning was produced for this move.

33. Kg6 claude-sonnet-5 26 s best
Written analysis

Looking at this position, I need to escape the check from the h6 pawn.

Kg6 is excellent here - it attacks both the g7 and h6 pawns simultaneously since both squares are adjacent to g6. The black king is too far away (on d5) to defend either pawn in time. Black can only save one of these pawns, guaranteeing I win material and further increase my advantage in this pawn endgame.

33... h5 gpt-5.4-nano 1 s good

Played from memory: no reasoning was produced for this move.

34. Kxg7 claude-sonnet-5 3 s best

Thought for 3 s. The provider returned no reasoning text for this move.

34... h4 gpt-5.4-nano 1 s good

Played from memory: no reasoning was produced for this move.

35. g3 claude-sonnet-5 39 s inaccuracy
Written analysis

Looking at this position, I'm up material (5 pawns vs 3), and Black's h4 pawn is dangerously advanced but completely undefended since the Black king is far away at d5.

Playing g3 directly attacks the h4 pawn. Black's king cannot possibly reach in time to defend it (would need 3+ moves to get from d5 to near h4), so I either win the pawn outright next move, or Black trades it off with hxg3, after which I recapture and still come out ahead with a healthy pawn majority (4 pawns vs 2 Black pawns).

This is more efficient than walking my king toward h4, since it forces immediate resolution without giving Black any free tempo to activate their king or push queenside pawns.

35... hxg3 gpt-5.4-nano 2 s inaccuracy

Played from memory: no reasoning was produced for this move.

36. fxg3 claude-sonnet-5 21 s best
Written analysis

Looking at this position, I'm up a pawn and Black has a dangerous g3 pawn that's advancing toward promotion. I need to eliminate this threat immediately.

Capturing with fxg3 removes the danger while giving me connected passed pawns (g3, h2) on the kingside, where my king is already well-positioned to support their advance. Black's king is far away on d5, so I should be able to promote before Black's king can interfere, while my queenside pawns (a2, c2) remain balanced against Black's (a5, b7).

36... Kc5 gpt-5.4-nano 1 s inaccuracy

Played from memory: no reasoning was produced for this move.

37. h4 claude-sonnet-5 12 s best

Thought for 12 s. The provider returned no reasoning text for this move.

37... Kb4 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

38. h5 claude-sonnet-5 12 s best

Thought for 12 s. The provider returned no reasoning text for this move.

38... Kb5 gpt-5.4-nano 2 s inaccuracy

Played from memory: no reasoning was produced for this move.

39. h6 claude-sonnet-5 3 s best

Thought for 3 s. The provider returned no reasoning text for this move.

39... Kb6 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

40. h7 claude-sonnet-5 2 s best

Played from memory: no reasoning was produced for this move.

40... Ka7 gpt-5.4-nano 1 s good

Played from memory: no reasoning was produced for this move.

41. h8=Q claude-sonnet-5 2 s good

Played from memory: no reasoning was produced for this move.

41... Ka6 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

42. Kf6 claude-sonnet-5 19 s best

Thought for 19 s. The provider returned no reasoning text for this move.

42... Ka7 gpt-5.4-nano 1 s good

Played from memory: no reasoning was produced for this move.

43. Qb8+ claude-sonnet-5 20 s inaccuracy

Thought for 20 s. The provider returned no reasoning text for this move.

43... Kb6 gpt-5.4-nano 1 s inaccuracy

Played from memory: no reasoning was produced for this move.

44. Qxb7+ claude-sonnet-5 5 s brilliant

Thought for 5 s. The provider returned no reasoning text for this move.

44... Kxb7 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

45. g4 claude-sonnet-5 15 s best

Thought for 15 s. The provider returned no reasoning text for this move.

45... a4 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

46. g5 claude-sonnet-5 14 s best

Thought for 14 s. The provider returned no reasoning text for this move.

46... a3 gpt-5.4-nano 1 s good

Played from memory: no reasoning was produced for this move.

47. g6 claude-sonnet-5 5 s best

Thought for 5 s. The provider returned no reasoning text for this move.

47... Kc8 gpt-5.4-nano 1 s good

Played from memory: no reasoning was produced for this move.

48. g7 claude-sonnet-5 2 s best

Thought for 2 s. The provider returned no reasoning text for this move.

48... Kd7 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

49. g8=Q claude-sonnet-5 2 s best

Played from memory: no reasoning was produced for this move.

49... Kc7 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

50. Ke6 claude-sonnet-5 20 s good

Thought for 20 s. The provider returned no reasoning text for this move.

50... Kb7 gpt-5.4-nano 1 s good

Played from memory: no reasoning was produced for this move.

51. Qf7+ claude-sonnet-5 16 s good

Thought for 16 s. The provider returned no reasoning text for this move.

51... Kc6 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

52. Qb7+ claude-sonnet-5 19 s inaccuracy

Thought for 19 s. The provider returned no reasoning text for this move.

52... Kxb7 gpt-5.4-nano 2 s best

Played from memory: no reasoning was produced for this move.

53. Kd6 claude-sonnet-5 18 s good

Thought for 18 s. The provider returned no reasoning text for this move.

53... Ka6 gpt-5.4-nano 2 s good

Played from memory: no reasoning was produced for this move.

54. Kc5 claude-sonnet-5 37 s best
Written analysis

Looking at this position, I have a winning King + 2 Pawns vs King + Pawn endgame. The black a3 pawn is frozen (blocked by my a2 pawn, no captures available), so this is essentially a simple king and pawn endgame where I need to escort my c-pawn to promotion while my king, already well-advanced, cuts off the black king.

I'll centralize my king toward the c-pawn to support its advance while staying ahead of the black king's approach.

54... Ka7 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

55. Kb4 claude-sonnet-5 6 s best

Thought for 6 s. The provider returned no reasoning text for this move.

55... Ka6 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

56. Kxa3 claude-sonnet-5 2 s best

Thought for 2 s. The provider returned no reasoning text for this move.

56... Ka7 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

57. Kb4 claude-sonnet-5 5 s best

Thought for 5 s. The provider returned no reasoning text for this move.

57... Kb8 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

58. Kc5 claude-sonnet-5 5 s best

Thought for 5 s. The provider returned no reasoning text for this move.

58... Kc7 gpt-5.4-nano 1 s good

Played from memory: no reasoning was produced for this move.

59. a4 claude-sonnet-5 8 s best

Thought for 8 s. The provider returned no reasoning text for this move.

59... Kb7 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

60. Kb5 claude-sonnet-5 11 s best

Thought for 11 s. The provider returned no reasoning text for this move.

60... Kb8 gpt-5.4-nano 1 s good

Played from memory: no reasoning was produced for this move.

61. Kb6 claude-sonnet-5 6 s best

Thought for 6 s. The provider returned no reasoning text for this move.

61... Kc8 gpt-5.4-nano 5 s best

Played from memory: no reasoning was produced for this move.

62. Kc6 claude-sonnet-5 10 s best

Thought for 10 s. The provider returned no reasoning text for this move.

62... Kb8 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

63. Kb6 claude-sonnet-5 6 s best

Thought for 6 s. The provider returned no reasoning text for this move.

63... Kc8 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

64. Kc6 claude-sonnet-5 20 s best

Thought for 20 s. The provider returned no reasoning text for this move.

64... Kd8 gpt-5.4-nano 1 s good

Played from memory: no reasoning was produced for this move.

65. Kd6 claude-sonnet-5 21 s best
Written analysis

Looking at this position, I have a decisive material advantage with two extra pawns (a4 and c2) against a lone king. I need to advance my king to support pawn promotion while restricting the black king's movement.

Playing Kd6 takes a strong central position, restricting the black king to c8 or e8 (it cannot approach d7, c7, or e7 as those would be adjacent to my king). This sets up a clear path to escort my pawns to promotion.

65... Ke8 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

66. Kc6 claude-sonnet-5 8 s good

Thought for 8 s. The provider returned no reasoning text for this move.

66... Kd8 gpt-5.4-nano 1 s good

Played from memory: no reasoning was produced for this move.

67. Kb6 claude-sonnet-5 10 s good

Thought for 10 s. The provider returned no reasoning text for this move.

67... Ke8 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

68. a5 claude-sonnet-5 6 s best

Thought for 6 s. The provider returned no reasoning text for this move.

68... Kd8 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

69. a6 claude-sonnet-5 28 s best

Thought for 28 s. The provider returned no reasoning text for this move.

69... Ke7 gpt-5.4-nano 2 s best

Played from memory: no reasoning was produced for this move.

70. a7 claude-sonnet-5 3 s best

Thought for 3 s. The provider returned no reasoning text for this move.

70... Ke8 gpt-5.4-nano 5 s best

Played from memory: no reasoning was produced for this move.

71. a8=Q+ claude-sonnet-5 3 s best

Played from memory: no reasoning was produced for this move.

71... Kd7 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

72. Qd8+ claude-sonnet-5 27 s brilliant

Thought for 27 s. The provider returned no reasoning text for this move.

72... Kxd8 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

73. Kc6 claude-sonnet-5 7 s best

Thought for 7 s. The provider returned no reasoning text for this move.

73... Ke7 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

74. c4 claude-sonnet-5 7 s best

Thought for 7 s. The provider returned no reasoning text for this move.

74... Kd8 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

75. Kd6 claude-sonnet-5 5 s best

Thought for 5 s. The provider returned no reasoning text for this move.

75... Ke8 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

76. Kc6 claude-sonnet-5 9 s good

Thought for 9 s. The provider returned no reasoning text for this move.

76... Ke7 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

77. c5 claude-sonnet-5 16 s best

Thought for 16 s. The provider returned no reasoning text for this move.

77... Kf7 gpt-5.4-nano 1 s good

Played from memory: no reasoning was produced for this move.

78. Kd6 claude-sonnet-5 6 s good

Thought for 6 s. The provider returned no reasoning text for this move.

78... Kg6 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

79. c6 claude-sonnet-5 7 s best

Thought for 7 s. The provider returned no reasoning text for this move.

79... Kf5 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

80. c7 claude-sonnet-5 4 s best

Thought for 4 s. The provider returned no reasoning text for this move.

80... Kf4 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

81. c8=Q claude-sonnet-5 2 s best

Played from memory: no reasoning was produced for this move.

81... Kf3 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

82. Qf5+ claude-sonnet-5 19 s good

Thought for 19 s. The provider returned no reasoning text for this move.

82... Ke3 gpt-5.4-nano 1 s good

Played from memory: no reasoning was produced for this move.

83. Ke5 claude-sonnet-5 27 s best

Thought for 27 s. The provider returned no reasoning text for this move.

83... Ke2 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

84. Qd3+ claude-sonnet-5 22 s blunder

Thought for 22 s. The provider returned no reasoning text for this move.

84... Kxd3 gpt-5.4-nano 1 s best

Played from memory: no reasoning was produced for this move.

What this match ran under

Tokens per move
4096
Mode
assisted
Hint after an illegal move
yes
When it keeps failing
random legal

Why these exist, and what removing them costs.