diff --git a/pkgs/games/stockfish/default.nix b/pkgs/games/stockfish/default.nix
index 2e6d142b7148..ac8c765ac94c 100644
--- a/pkgs/games/stockfish/default.nix
+++ b/pkgs/games/stockfish/default.nix
@@ -11,29 +11,36 @@ let
            if stdenv.isAarch64 then "armv8" else
            "unknown";
 
-    nnueFile = "nn-5af11540bbfe.nnue";
-    nnue = fetchurl {
-      name = nnueFile;
-      url = "https://tests.stockfishchess.org/api/nn/${nnueFile}";
-      sha256 = "sha256-WvEVQLv+/LVOOMXdAAyrS0ad+nWZodVb5dJyLCCokps=";
+    # These files can be found in src/evaluate.h
+    nnueBigFile = "nn-b1a57edbea57.nnue";
+    nnueBig = fetchurl {
+      name = nnueBigFile;
+      url = "https://tests.stockfishchess.org/api/nn/${nnueBigFile}";
+      sha256 = "sha256-saV+2+pXTKi4jWg3RzhFeRvrU9iF+H+G1czdVln787I=";
+    };
+    nnueSmallFile = "nn-baff1ede1f90.nnue";
+    nnueSmall = fetchurl {
+      name = nnueSmallFile;
+      url = "https://tests.stockfishchess.org/api/nn/${nnueSmallFile}";
+      sha256 = "sha256-uv8e3h+Qwd0bT3cvHv8phIghgB6BhjRdp/DrQSG9b2M=";
     };
 in
 
 stdenv.mkDerivation rec {
   pname = "stockfish";
-  version = "16";
+  version = "16.1";
 
   src = fetchFromGitHub {
     owner = "official-stockfish";
     repo = "Stockfish";
     rev = "sf_${version}";
-    sha256 = "sha256-ASy2vIP94lnSKgxixK1GoC84yAysaJpxeyuggV4MrP4=";
+    sha256 = "sha256-xTtjfJgEHF0SQT9Fw/9RLZA0Quh00jrIbihr7IYCm2U=";
   };
 
   postUnpack = ''
     sourceRoot+=/src
-    echo ${nnue}
-    cp "${nnue}" "$sourceRoot/${nnueFile}"
+    cp "${nnueBig}" "$sourceRoot/${nnueBigFile}"
+    cp "${nnueSmall}" "$sourceRoot/${nnueSmallFile}"
   '';
 
   makeFlags = [ "PREFIX=$(out)" "ARCH=${arch}" "CXX=${stdenv.cc.targetPrefix}c++" ];