Show HN: Sameshi โ€“ a ~1200 Elo chess engine that fits within 2KB

171 points - today at 1:47 PM


I made a chess engine today, and made it fit within 2KB. I used a variant of MinMax called Negamax, with alpha beta pruning. For the board representation I have used a 120-cell "mailbox". I managed to squeeze in checkmate/stalemate in there, after trimming out some edge cases.

I am a great fan of demoscene (computer art subculture) since middle school, and hence it was a ritual i had to perform.

For estimating the Elo, I measured 240 automated games against Stockfish Elo levels (1320 to 1600) under fixed depth-5 and some constrained rules, using equal color distribution.

Then converted pooled win/draw/loss scores to Elo through some standard logistic formula with binomial 95% confidence interval.

Source

Comments

sireat today at 4:31 PM
This is very cool and having stalemate is nice, however how much space would it take to implement the full ruleset?

As you write: not implemented: castling, en passant, promotion, repetition, 50-move rule - those are all required to call the game being played modern chess.

I could see an argument for skipping repetition and 50-move rule for tiny engines, but you do need castling, en pessant and promotion for pretty much any serious play.

https://en.wikipedia.org/wiki/Video_Chess fit in 4k and supported fuller ruleset in 1980 did it not?

So I would ask what is the smallest fully UCI (https://www.chessprogramming.org/UCI) compliant engine available currently?

This would be a fun goal to beat - make something tiny that supports full ruleset.

PS my first chess computer in early 1980s was this: https://www.ismenio.com/chess_fidelity_cc3.html - it also supported castling, en pessant, not sure about 50 move rule.

deleted today at 10:13 PM
jll29 today at 4:14 PM
Cool project. You could also use the front-end of GNU chess to save some lines, and implement only a back-end.

Bug report:

    a b c d e f g h
  8 r n b q k b n r 8
  7 . . p p p p p p 7
  6 . p . . . . . . 6
  5 p . . . . . . . 5
  4 P . . P P . . . 4
  3 . . . . . . . . 3
  2 . P P . . P P P 2
  1 R N B Q K B N R 1
    a b c d e f g h
  move: b2b3
  ai: b6b4
The pawn is not permitted to move two fields after it has already beeen moved once before: b6b4 isn't a valid move after b7b6. (First moving two fields, and then one would have been okay, in contrast.)
thomasmg today at 8:47 PM
Cool! I just recently implemented a chess engine in ~400 (readable) lines, with all rules, first in Java and then ported to my own programming language "Bau" [1]. This is including a terminal UI. I'll measure the ELO, but I was never able to beat it :-) The castling moves are specially tricky to implement I think. I enjoyed the challenge as well.

[1] https://github.com/thomasmueller/bau-lang/blob/main/src/test...

l674 today at 4:36 PM
If anyone is curious, the most common tool I've seen for ELO estimation among engine developers is cutechess [1], which uses SPRT [2]. Or ordo [3], haven't used this myself though

[1] https://cutechess.com/

[2] https://www.chessprogramming.org/Sequential_Probability_Rati...

[3] https://github.com/michiguel/Ordo

lekevicius today at 2:39 PM
Do you think it would be possible to achieve 1:1 ELO:bytes? Even smaller, but can be less smart.
tromp today at 4:00 PM
https://www.chessprogramming.org/Toledo is a family a moderately strong tiny chess programs.
dfc today at 4:21 PM
How many games did you have to throw away because stockfish wanted to castle? Or did you force stockfish to not castle? Castling seems like such a frequent move it is hard to draw any conclusions about the strength of an engine that does not support it.
chvid today at 2:12 PM
Cool that you could keep it under 2k but it would nice to have a readable version of the source code.

Do you work with it like this or do you have some sort of script you apply to get it down to a single line, single letter variable names?

kachapopopow today at 9:14 PM
need to start measuring these things in the size of compiled functions so we can stop looking at oneliners (maybe wasm since it has an easy to read text representation)
dxxvi today at 9:09 PM
I wonder how big 1300, 1400, ..., 2200 Elo chess engines are.
GeertB today at 2:35 PM
How did you handle games where Stockfish would castle or promote?
oh_my_goodness today at 4:24 PM
If you ever spent much time at a chess club, you've seen why 2kB is a really disturbing number.
haute_cuisine today at 3:08 PM
This is amazing! Thanks for sharing. What would be the elo gain for 4KB engine?

P.S. I assume 1200 elo in chess com scale (not lichess / fide elo) and bullet chess variant?

falsaberN1 today at 3:24 PM
Oh my god the source is so tiny! It's really hard to parse because of it being minified but I love it to bits.
burstw0w today at 3:30 PM
Good job! I love how you obfuscated your code, really in a spirit of FOSS!
deleted today at 7:24 PM
newzino today at 3:48 PM
The mailbox board representation is a good call for size-constrained engines. Bitboards give faster move generation but the manipulation code (shifts, masks, magic numbers for sliding pieces) eats a lot of bytes. With mailbox you just need offset tables and a sentinel check for board edges. Curious what your evaluation function looks like though. At 2KB you can't fit piece-square tables (that's 384 values minimum for both colors), so are you doing material-only eval or did you squeeze in some positional heuristics?

The gap between your 1200 Elo in 2KB and the TCEC 4K engines at ~3000 Elo is interesting. That extra 2KB buys a lot when it goes to better evaluation and move ordering. Even a simple captures-first sort in alpha-beta pruning costs only a few bytes of code but can roughly double your effective search depth.

raphaelmolly8 today at 5:03 PM
[dead]
genie3io today at 3:00 PM
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TZubiri today at 2:53 PM
Codex or Claude Code?