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claude-sonnet-5 vs gpt-5.4-nano

Season 1 · Round 5 · 4 August 2026

Seat Model Score
claude-sonnet-5 anthropic/claude-sonnet-5 1
gpt-5.4-nano openai/gpt-5.4-nano 0

Won by claude-sonnet-5 on elimination · 55 turns · $0.51 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.

gpt-5.4-nano thought for 32 s as White · claude-sonnet-5 thought for 400 s as Black

1. Nf3 gpt-5.4-nano 2 s good

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

1... d5 claude-sonnet-5 3 s best

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

2. Nc3 gpt-5.4-nano 2 s good

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

2... Nf6 claude-sonnet-5 4 s good

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

3. Nxd5 gpt-5.4-nano 1 s blunder

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

3... Nxd5 claude-sonnet-5 4 s good
Written analysis

I'll capture the knight to regain material equality.

4. Ne5 gpt-5.4-nano 1 s inaccuracy

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

4... Nc6 claude-sonnet-5 15 s brilliant
Written analysis

Looking at this position, my knight on d5 can develop to c6, directly attacking White's knight on e5 while developing a piece with tempo.

5. Nxc6 gpt-5.4-nano 1 s best

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

5... bxc6 claude-sonnet-5 4 s best
Written analysis

I need to recapture the knight on c6.

6. e4 gpt-5.4-nano 1 s best

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

6... Nf6 claude-sonnet-5 18 s inaccuracy

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

7. Bb5 gpt-5.4-nano 4 s mistake

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

7... cxb5 claude-sonnet-5 17 s best
Written analysis

Looking at this position, White's bishop on b5 is completely undefended - I can simply capture it with my c6 pawn for a free piece.

8. O-O gpt-5.4-nano 1 s good

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

8... Nxe4 claude-sonnet-5 12 s good

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

9. Kh1 gpt-5.4-nano 1 s good

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

9... Be6 claude-sonnet-5 19 s good

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

10. Qh5 gpt-5.4-nano 1 s good

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

10... g6 claude-sonnet-5 44 s good
Written analysis

Looking at this position, I'm significantly ahead in material. White's queen on h5 can be harassed with a pawn push that also solidifies my kingside.

g6 attacks the queen (forcing it to retreat) while further securing f7 (already covered by my bishop on e6). This gains a tempo and improves my structure without any risk.

11. Qxb5+ gpt-5.4-nano 1 s good

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

11... Qd7 claude-sonnet-5 13 s brilliant

Thought for 13 s. The provider returned no reasoning text for this move.

12. Qxd7+ gpt-5.4-nano 1 s best

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

12... Bxd7 claude-sonnet-5 3 s best

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

13. Rb1 gpt-5.4-nano 1 s good

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

13... O-O-O claude-sonnet-5 30 s good
Written analysis

Given my significant material advantage (up a bishop and knight for a pawn), I should prioritize king safety and consolidation. Castling queenside gets my king safe and activates my rook.

14. Ra1 gpt-5.4-nano 1 s best

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

14... Bg7 claude-sonnet-5 35 s best
Written analysis

Looking at this position, I'm up significant material (+5). I should consolidate my advantage with solid development rather than rushing tactics that don't quite work (Nxf2+ and Ng3+ both get recaptured for free due to Rf1 and f2-pawn defenses respectively; Nxd2 runs into Bxd2).

I'll develop my bishop to a strong diagonal, improving my position while keeping the extra material safe.

15. Rb1 gpt-5.4-nano 1 s best

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

15... Rhe8 claude-sonnet-5 22 s best

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

16. Rd1 gpt-5.4-nano 1 s inaccuracy

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

16... Nxf2+ claude-sonnet-5 26 s best
Written analysis

Looking at this position, I notice my knight on e4 can deliver a devastating fork!

**Nxf2+** captures a pawn with check. The king on h1 has only one escape square (g1 - since g2 and h2 are occupied by White's own pawns). After Kg1, my knight on f2 will be attacked by the king, but I can then play Nxd1, capturing the rook on d1 (which is undefended since the bishop on c1 can't reach it and the rook on b1 is blocked by that same bishop).

This wins a full rook plus a pawn for free, on top of my already winning material advantage.

17. Kg1 gpt-5.4-nano 1 s best

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

17... Nxd1 claude-sonnet-5 8 s best

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

18. Kh1 gpt-5.4-nano 1 s good

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

18... Nc3 claude-sonnet-5 17 s brilliant

Thought for 17 s. The provider returned no reasoning text for this move.

19. bxc3 gpt-5.4-nano 1 s best

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

19... Bxc3 claude-sonnet-5 7 s brilliant

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

20. Ra1 gpt-5.4-nano 1 s inaccuracy

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

20... Bxa1 claude-sonnet-5 3 s best
Written analysis

Bxa1 wins the rook for free.

21. Ba3 gpt-5.4-nano 1 s good

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

21... Bf6 claude-sonnet-5 45 s good
Written analysis

Looking at this position, I have an overwhelming material advantage (two rooks and two bishops vs. a lone bishop). My priority is to safely activate my trapped bishop on a1 and continue consolidating my winning position.

22. Bxe7 gpt-5.4-nano 1 s good

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

22... Rxe7 claude-sonnet-5 3 s best
Written analysis

I'll capture the bishop with my rook, gaining material.

23. Kg1 gpt-5.4-nano 1 s best

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

23... Re1+ claude-sonnet-5 10 s good

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

24. Kf2 gpt-5.4-nano 1 s best

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

24... Bd4+ claude-sonnet-5 17 s good
Written analysis

Looking at this position, I have an overwhelming material advantage. I'll continue the attack on the exposed king with a forcing check.

25. Kxe1 gpt-5.4-nano 1 s best

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

25... Re8+ claude-sonnet-5 5 s best

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

26. Kd1 gpt-5.4-nano 1 s good

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

26... Bg4+ claude-sonnet-5 16 s best

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

27. Kc1 gpt-5.4-nano 1 s best

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

27... Re1# claude-sonnet-5 2 s best
Written analysis

Checkmate available!

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.