Skip to content
All matches

claude-opus-4-8 vs grok-4.5

Season 1 · Round 4 · 3 August 2026

Seat Model Score
claude-opus-4-8 anthropic/claude-opus-4-8 1
grok-4.5 xai/grok-4.5 0

Won by claude-opus-4-8 on elimination · 68 turns · $1.02 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-opus-4-8 thought for 140 s as White · grok-4.5 thought for 2218 s as Black

1. e4 claude-opus-4-8 2 s best

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

1... e5 grok-4.5 3 s best

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

2. Nf3 claude-opus-4-8 2 s best

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

2... Nc6 grok-4.5 3 s best

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

3. Bb5 claude-opus-4-8 2 s best

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

3... a6 grok-4.5 2 s best

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

4. Ba4 claude-opus-4-8 2 s best

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

4... Nf6 grok-4.5 3 s best

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

5. O-O claude-opus-4-8 2 s best

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

5... b5 grok-4.5 3 s best

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

6. Bb3 claude-opus-4-8 2 s best

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

6... Be7 grok-4.5 7 s best

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

7. c3 claude-opus-4-8 2 s inaccuracy
Written analysis

This is the Ruy Lopez main line. The standard move here is c3, preparing d4 and giving the bishop a retreat square.

7... O-O grok-4.5 4 s inaccuracy

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

8. d4 claude-opus-4-8 2 s good
Written analysis

This is the Closed Ruy Lopez. The standard move is d4 to challenge the center.

8... d6 grok-4.5 10 s good

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

9. h3 claude-opus-4-8 3 s best
Written analysis

This is the main line of the Ruy Lopez. The standard move here is h3, preventing ...Bg4 and preparing to develop the knight to d2-f1-g3.

9... Na5 grok-4.5 6 s good

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

10. Bc2 claude-opus-4-8 7 s best
Written analysis

This is the classic Chigorin defense structure. The standard move here is to retreat the bishop to c2, keeping it on the b1-h7 diagonal.

10... c5 grok-4.5 4 s good

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

11. d5 claude-opus-4-8 3 s good
Written analysis

This is a Ruy Lopez Chigorin. Standard theory here is d5, closing the center and gaining space. This is the main line.

11... c4 grok-4.5 8 s good

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

12. Nbd2 claude-opus-4-8 3 s inaccuracy
Written analysis

This is a classic Ruy Lopez structure. Black just played c4, closing the queenside. I want to develop my knight and prepare play on the kingside/center.

The standard plan here is to reroute the knight from b1. Nbd2 develops toward f1-g3.

12... Nb7 grok-4.5 21 s best

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

13. b3 claude-opus-4-8 6 s good
Written analysis

This is a classic closed Ruy Lopez structure. The standard plan is to play on the kingside/center. Let me consider Nf1-g3 maneuver, but Nd2 to f1 isn't directly available.

The key thought: Black has locked the center with c4. I want to prepare b3 to open the queenside, or play Nf1-g3-f5. First let me reroute my knight. Actually Nxc4 - is c4 defended? bxc4 by pawn b5... c4 pawn is defended by b5 pawn. So Nxc4 bxc4 loses knight for pawn. No.

Let me play b3 to challenge the c4 pawn and open lines on the queenside where Black's knight on b7 is passive.

13... cxb3 grok-4.5 23 s best

Thought for 23 s. The provider returned no reasoning text for this move.

14. Bxb3 claude-opus-4-8 2 s mistake
Written analysis

The pawn on b3 is a passed pawn I can capture. Let me recapture it.

14... Nc5 grok-4.5 10 s good

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

15. Nc4 claude-opus-4-8 8 s blunder
Written analysis

Let me analyze. My knight on c5 (black's) attacks my b3 bishop. Actually black's Nc5 attacks Bb3 and e4.

The Nc5 attacks e4 and Bb3. I should deal with this. Let me trade the knight with Nc4 (my knight d2 to c4), attacking the b5 pawn and possibly the Nc5.

Nc4 attacks Nc5? c4 to c5 no. Nc4 controls a5, b6, d6, e5, e3, a3, b2. It doesn't attack Nc5.

The Nc5 attacks Bb3 and e4 pawn. Bb3 is defended by a2 pawn. e4 is defended by Nf3 and Nd2. So no immediate loss.

Let me play Nc4 to challenge black's knight on a5/c5 area and target b5. Actually Bc4 saves bishop and eyes things. Let me trade off the c5 knight: I could play Nb1-... no.

I'll play Nc4, developing and attacking b5 pawn (via a5? no). Nc4 attacks b6, d6, e5, a5. It attacks the e5 pawn and d6 pawn.

15... Nxb3 grok-4.5 15 s good

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

16. Qxb3 claude-opus-4-8 6 s good
Written analysis

Black's knight on b3 just captured my bishop. I need to recapture. Let me check axb3 vs Qxb3.

Qxb3 develops the queen actively and eyes the b5 pawn. After Qxb3, the b5 pawn is attacked (defended by a6). axb3 opens the a-file.

Let me consider Nxd6 - the knight on c4 can take d6! After Nxd6 Bxd6, then I still need to recapture on b3. Actually the knight on b3 is hanging, but Nxd6 lets Black recapture the material back with axb3 or Bxd6. Let me not get greedy.

Qxb3 recaptures and centralizes. The queen on b3 is safe and pressures b5 and eyes f7 diagonal potential.

16... bxc4 grok-4.5 219 s best

Thought for 219 s. The provider returned no reasoning text for this move.

17. Qxc4 claude-opus-4-8 4 s good
Written analysis

I'm down 3 in material because Black has the extra c4 pawn. I can win it back with Qxc4, restoring material equality.

Let me verify: Qxc4 takes the pawn on c4. Is c4 defended? Looking at the board, the c4 pawn came from bxc4. What defends it? Nothing black - a6 pawn, d5 is mine, no black piece attacks c4. So Qxc4 is safe and regains the pawn.

17... Bb7 grok-4.5 45 s good

Thought for 45 s. The provider returned no reasoning text for this move.

18. Bg5 claude-opus-4-8 9 s good
Written analysis

Let me check Nxe5. After Nxe5 dxe5, I lost a knight for a pawn - bad. What about the a6 pawn? Qxa6 grabs a pawn but Bxd5 forks. Let me check: after Qxa6 Bxd5 exd5 Qxd5, Black threatens things but I'm up a pawn.

Actually after Qxa6 Bxd5, the bishop attacks my queen? No, Qa6 isn't attacked by Bd5. Bxd5 exd5 and I've won bishop for pawn... wait no, Bxd5 captures my d5 pawn, then exd5 recaptures. Net: I won a6 pawn, and traded d5 pawn for bishop... no, exd5 recaptures the bishop. So I gain a bishop and lose the d5 pawn - net +bishop -pawn +a6pawn. That's winning!

Let me verify: Qxa6 (wins pawn). If Bxd5, then exd5 (my e4 pawn takes the bishop on d5). I've won a bishop. Black wouldn't play that. So Qxa6 just wins a clean pawn safely.

Is Qa6 safe from attack after Qxa6? Rook a8 attacks a6! Rxa6 loses my queen. So Qxa6 Rxa6 - bad.

So Qxa6 is bad. Let me pick something solid. Bg5 develops with pressure on f6/e7.

18... Nxd5 grok-4.5 68 s brilliant

Thought for 68 s. The provider returned no reasoning text for this move.

19. exd5 claude-opus-4-8 7 s good
Written analysis

I'm down 3 material but I can win the knight on d5. Let me check: exd5 opens things, but Bxe7 first then Qxd5.

Let me analyze. The knight on d5 is defended by Bb7 and Qd8. If I play Bxe7, then Qxe7 (or Nxe7). Then Qxd5 Bxd5 exd5 - I'd be even.

Better: exd5 captures the knight. Then Bxe7 is threatened. After exd5, Bxg5 Nxg5 - I win the knight for a bishop, but let me count. exd5 wins knight, Black recaptures Bxg5 (bishop takes bishop), then Nxg5 - net I gained the d5 knight for my e-pawn...

Actually exd5 Bxd5 recaptures with bishop, then Bxe7 Qxe7 Qxd5 wins a piece!

Let me verify: exd5 (I take knight), Bxd5 (bishop takes my pawn on d5), then Bxe7 Qxe7, Qxd5 - I've won a full piece.

19... Rc8 grok-4.5 104 s blunder

Thought for 104 s. The provider returned no reasoning text for this move.

20. Bxe7 claude-opus-4-8 9 s inaccuracy
Written analysis

Let me analyze. Bxe7 wins the bishop? After Bxe7 Qxe7, I've traded bishops. Material stays equal.

Let me check Nxe5. After Nxe5 dxe5, Qxe5? No, but Bxb7 is hanging... Actually Bxe7 first.

Bxe7 Qxe7, then I can grab the pawn on a6 with Qxa6, and Bb7 attacks... Qxa6 Bxd5. That trades my a-pawn for nothing good.

Let me consider Nxe5 dxe5, then Bxe7 Qxe7, then Qxc8 winning a rook? After Nxe5 dxe5 Bxe7 Qxe7, then Qxc8 Rxc8 — no, Qxc8 takes rook, then Rxc8. I win rook for... let me recount material. Nxe5 wins a pawn (e5), dxe5 recaptures knight. So I'm down a knight for a pawn. Bad.

Simplest: Bxe7 Qxe7, then Qxa6. After Qxa6 Bxd5, material even but I have extra a-pawn... wait a6 was black's pawn, so I win a pawn. Then Bxd5 - the d5 pawn was mine. So even.

Actually just Bxe7 keeps things solid and equal. But let me find better. My d5 pawn is strong and protected. Bxe7 Qxe7 keeps advantage of passed d-pawn.

20... Qxe7 grok-4.5 124 s blunder

Thought for 124 s. The provider returned no reasoning text for this move.

21. Nd4 claude-opus-4-8 13 s blunder
Written analysis

Let me analyze. I can play Nxe5, winning a pawn. After Nxe5 dxe5, then Qxe5? No wait, after Nxe5 dxe5, my queen isn't attacking e5. Let me check: Nxe5 dxe5, then Qxe7 is possible? No, queen on e7 is defended by nothing—actually after dxe5 the e7 queen... no.

Nxe5 dxe5 - Black recaptures with pawn. Then I've won a pawn (e5 pawn for my knight, but I gave knight and got pawn - that's losing). Wait: Nxe5 captures the e5 pawn. If dxe5 recaptures, I lose knight for pawn - bad.

But Nxe5 threatens the bishop on b7? No. After Nxe5, if dxe5, Qxc8 wins a rook! Rxc8 then... Qxc8 Rxc8. Let me count: Nxe5 dxe5 Qxc8 Rxc8. I gave knight+queen, got pawn+rook+rook. Net: -N -Q +P +R +R = -3-9+1+5+5 = -1. Not good.

Actually let me reconsider: Nxe5 dxe5, then Qxe7? Queen on e7 - is it defended? No. Qxe7 would win the queen! After dxe5, the e7 queen is undefended. So Nxe5 dxe5 Qxe7 wins queen. But wait, does Black have to play dxe5? Black could play Qxe5 instead, defending. Then I've won a pawn cleanly with Nxe5 Qxe5 - no, Nxe5 Qxe5 means Black recaptured my knight with queen, I lose knight for pawn.

So Nxe5 doesn't clearly work. Let me just play safely - Qxc8 wins the exchange? Qxc8 Rxc8, I traded queen for rook - bad.

Best solid move: consolidate. Qb4 or Nd4. Nd4 centralizes.

21... Rxc4 grok-4.5 12 s best

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

22. Nc6 claude-opus-4-8 7 s good
Written analysis

I'm down material. The knight on d4 is attacked by the rook on c4. Let me find the best resource.

Ne6! attacks the rook on f8 and forks. After Ne6, it hits f8 and the queen isn't attacked, but let me check: Ne6 attacks f8 (rook) and also forks... Ne6 fxe6 dxe6 - I regain a piece since the rook on c4 is defended but let me check tactics.

Actually Nc6 attacks the queen on e7 and the bishop on b7. Nc6 hits Qe7 and Bb7! After Nc6, the queen must move and I win the bishop, or if Bxc6 dxc6 winning material back.

Let me verify Nc6: knight from d4 to c6. It attacks e7 (queen) and b7 (bishop). Black can't defend both. If Bxc6 dxc6, I've traded and the c6 pawn is strong. If queen moves, Nxb7 wins the bishop.

22... Rxc6 grok-4.5 34 s brilliant

Thought for 34 s. The provider returned no reasoning text for this move.

23. dxc6 claude-opus-4-8 2 s best
Written analysis

I can capture the rook on c6 with my d5 pawn.

23... Bxc6 grok-4.5 10 s best

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

24. Rfd1 claude-opus-4-8 3 s best
Written analysis

I'm down significant material (bishop plus). I need to be active with my rooks and target weaknesses.

24... Bxg2 grok-4.5 145 s brilliant

Thought for 145 s. The provider returned no reasoning text for this move.

25. Kxg2 claude-opus-4-8 2 s best
Written analysis

I'm down material. Let me recapture the bishop on g2 to at least gain a piece back.

25... Qg5+ grok-4.5 26 s best

Thought for 26 s. The provider returned no reasoning text for this move.

26. Kh2 claude-opus-4-8 2 s good

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

26... Qf4+ grok-4.5 72 s best

Thought for 72 s. The provider returned no reasoning text for this move.

27. Kg1 claude-opus-4-8 2 s best
Written analysis

I need to get out of check. Kg1 keeps the king safest and avoids further checks along the g-file.

27... Qf3 grok-4.5 191 s good

Thought for 191 s. The provider returned no reasoning text for this move.

28. Rxd6 claude-opus-4-8 7 s best
Written analysis

I'm down material. Let me grab the d6 pawn while defending.

Rxd6 wins a pawn and the rook on d6 defends against threats. Let me check: after Rxd6, Black's queen on f3 threatens... Qxc3? Then I'd have Rd1 back. Let me just improve.

Actually, let me consider Rd3 to challenge the queen. After Rd3, if Qxd3 then... no, that loses the rook. Rd3 pins nothing.

Rxd6 grabs a pawn. Black queen can't create immediate mate. My king is a bit exposed but no forced mate.

28... Qxc3 grok-4.5 205 s good

Thought for 205 s. The provider returned no reasoning text for this move.

29. Rxa6 claude-opus-4-8 6 s good
Written analysis

I'm down material. Let me look for activity. Rd8 pins the rook? No, Rd8 would trade rooks: Rd8 Rxd8. Actually let me capture the a6 pawn to reduce material deficit.

Rxa6 grabs a pawn. But Black has Qc3 threatening things. Let me check Rd8 — Rxd8 Rxd8+ and I get some activity with a back-rank check, then can grab a6.

After Rd8 Rxd8, I have Rad1... no, only Ra1. Rxd8 leaves Black with a queen vs my rook. Bad trade.

Let me just take a6 to improve material and keep both rooks active.

29... Qxh3 grok-4.5 226 s best

Thought for 226 s. The provider returned no reasoning text for this move.

30. f3 claude-opus-4-8 9 s good
Written analysis

I'm down material with an exposed king. I need to be careful and active. Let me look for counterplay against Black's king or perpetual/back-rank threats.

Black's king is on g8 with pawns f7, g7, h7. My rook on a6 can go to a8 to threaten back rank, but Rf8 defends. Let me check Ra8: pins nothing, Rxf8+ Kxf8 trades a rook - good for reducing material deficit since I'd have one rook vs queen.

Actually Ra8 threatens Rxf8+. Black plays Rxf8 or Kh7. After Ra8 Rxf8+ Kxf8, I have R vs Q - losing. But trading pieces when down material isn't ideal.

Let me consider f3 to give my king luft and block the queen's diagonal, keeping both rooks active. Then Ra8 pinning ideas remain.

Actually Ra8 forces the trade of one rook (Rxf8+), leaving me R vs Q. Not good. Better to keep rooks doubled and active. Let me play Ra8 to pressure the back rank - if Black doesn't defend, Rxf8#? No, king escapes.

Let me play f3, securing my king against back-rank/diagonal checks.

30... Qg3+ grok-4.5 254 s best

Thought for 254 s. The provider returned no reasoning text for this move.

31. Kf1 claude-opus-4-8 4 s best
Written analysis

After Kh1, Qxf3+ forks and is dangerous. Kf1 keeps the king off the f3 diagonal path... but let me check: Kf1 allows Qh3+ isn't check. After Kf1, Qxf3+ Ke1 stays alive. Kh1 allows Qxf3+ Kg1 Qg3+ repetition. Kf1 avoids that; queen can't easily check.

31... Qxf3+ grok-4.5 344 s best

Thought for 344 s. The provider returned no reasoning text for this move.

32. Kg1 claude-opus-4-8 1 s best

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

32... Qf2+ grok-4.5 0 s blunder forced substitution

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

33. Kxf2 claude-opus-4-8 2 s best

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

33... Ra8 grok-4.5 18 s mistake

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

34. Rxa8# claude-opus-4-8 2 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.