diff --git a/src/resources/cache/hashes.json b/src/resources/cache/hashes.json
index bf2eca5789b8..16bf07892d15 100644
--- a/src/resources/cache/hashes.json
+++ b/src/resources/cache/hashes.json
@@ -2,11 +2,15 @@
   "webgpu/shader/execution/binary/af_addition.bin": "590ce5d0",
   "webgpu/shader/execution/binary/af_logical.bin": "4269127d",
   "webgpu/shader/execution/binary/af_division.bin": "d4ff5475",
-  "webgpu/shader/execution/binary/af_matrix_addition.bin": "9593eb85",
-  "webgpu/shader/execution/binary/af_matrix_subtraction.bin": "aa460371",
+  "webgpu/shader/execution/binary/af_matrix_addition.bin": "298ef48e",
+  "webgpu/shader/execution/binary/af_matrix_matrix_multiplication.bin": "7fed8020",
+  "webgpu/shader/execution/binary/af_matrix_scalar_multiplication.bin": "48e954b2",
+  "webgpu/shader/execution/binary/af_matrix_subtraction.bin": "6d4ead98",
+  "webgpu/shader/execution/binary/af_matrix_vector_multiplication.bin": "209e2c19",
   "webgpu/shader/execution/binary/af_multiplication.bin": "5eafc30c",
   "webgpu/shader/execution/binary/af_remainder.bin": "75cfdd3",
   "webgpu/shader/execution/binary/af_subtraction.bin": "5acd5252",
+  "webgpu/shader/execution/binary/ai_arithmetic.bin": "f89aeb4",
   "webgpu/shader/execution/binary/f16_addition.bin": "b3b843b9",
   "webgpu/shader/execution/binary/f16_logical.bin": "36a51091",
   "webgpu/shader/execution/binary/f16_division.bin": "67fc610",
@@ -93,6 +97,8 @@
   "webgpu/shader/execution/unpack4x8unorm.bin": "31999cab",
   "webgpu/shader/execution/unary/af_arithmetic.bin": "446e85d9",
   "webgpu/shader/execution/unary/af_assignment.bin": "9911dc5f",
+  "webgpu/shader/execution/unary/ai_arithmetic.bin": "497ec1e1",
+  "webgpu/shader/execution/unary/ai_assignment.bin": "fc978bdd",
   "webgpu/shader/execution/unary/bool_conversion.bin": "bcab7d9a",
   "webgpu/shader/execution/unary/f16_arithmetic.bin": "b0a84279",
   "webgpu/shader/execution/unary/f16_conversion.bin": "4bbd348e",
@@ -100,11 +106,5 @@
   "webgpu/shader/execution/unary/f32_conversion.bin": "9af02ab5",
   "webgpu/shader/execution/unary/i32_arithmetic.bin": "8f3c4616",
   "webgpu/shader/execution/unary/i32_conversion.bin": "972063c",
-  "webgpu/shader/execution/unary/u32_conversion.bin": "168fcf74",
-  "webgpu/shader/execution/unary/ai_assignment.bin": "fc978bdd",
-  "webgpu/shader/execution/binary/ai_arithmetic.bin": "f89aeb4",
-  "webgpu/shader/execution/unary/ai_arithmetic.bin": "497ec1e1",
-  "webgpu/shader/execution/binary/af_matrix_matrix_multiplication.bin": "7fed8020",
-  "webgpu/shader/execution/binary/af_matrix_scalar_multiplication.bin": "48e954b2",
-  "webgpu/shader/execution/binary/af_matrix_vector_multiplication.bin": "209e2c19"
+  "webgpu/shader/execution/unary/u32_conversion.bin": "168fcf74"
 }
\ No newline at end of file
diff --git a/src/resources/cache/webgpu/shader/execution/binary/af_matrix_addition.bin b/src/resources/cache/webgpu/shader/execution/binary/af_matrix_addition.bin
index d387abcd7f20..634f518e0d12 100644
Binary files a/src/resources/cache/webgpu/shader/execution/binary/af_matrix_addition.bin and b/src/resources/cache/webgpu/shader/execution/binary/af_matrix_addition.bin differ
diff --git a/src/resources/cache/webgpu/shader/execution/binary/af_matrix_subtraction.bin b/src/resources/cache/webgpu/shader/execution/binary/af_matrix_subtraction.bin
index 4a1449182109..1754d77f1aad 100644
Binary files a/src/resources/cache/webgpu/shader/execution/binary/af_matrix_subtraction.bin and b/src/resources/cache/webgpu/shader/execution/binary/af_matrix_subtraction.bin differ
diff --git a/src/webgpu/shader/execution/expression/binary/af_matrix_addition.cache.ts b/src/webgpu/shader/execution/expression/binary/af_matrix_addition.cache.ts
index 75c13d7702b6..e89250f57bd4 100644
--- a/src/webgpu/shader/execution/expression/binary/af_matrix_addition.cache.ts
+++ b/src/webgpu/shader/execution/expression/binary/af_matrix_addition.cache.ts
@@ -1,5 +1,6 @@
 import { FP } from '../../../../util/floating_point.js';
 import { sparseMatrixF64Range } from '../../../../util/math.js';
+import { selectNCases } from '../case.js';
 import { makeCaseCache } from '../case_cache.js';
 
 // Cases: matCxR
@@ -7,11 +8,15 @@ const mat_cases = ([2, 3, 4] as const)
   .flatMap(cols =>
     ([2, 3, 4] as const).map(rows => ({
       [`mat${cols}x${rows}`]: () => {
-        return FP.abstract.generateMatrixPairToMatrixCases(
-          sparseMatrixF64Range(cols, rows),
-          sparseMatrixF64Range(cols, rows),
-          'finite',
-          FP.abstract.additionMatrixMatrixInterval
+        return selectNCases(
+          'binary/af_matrix_addition',
+          50,
+          FP.abstract.generateMatrixPairToMatrixCases(
+            sparseMatrixF64Range(cols, rows),
+            sparseMatrixF64Range(cols, rows),
+            'finite',
+            FP.abstract.additionMatrixMatrixInterval
+          )
         );
       },
     }))
diff --git a/src/webgpu/shader/execution/expression/binary/af_matrix_subtraction.cache.ts b/src/webgpu/shader/execution/expression/binary/af_matrix_subtraction.cache.ts
index b030f369e3d3..c3e5e856dc26 100644
--- a/src/webgpu/shader/execution/expression/binary/af_matrix_subtraction.cache.ts
+++ b/src/webgpu/shader/execution/expression/binary/af_matrix_subtraction.cache.ts
@@ -1,5 +1,6 @@
 import { FP } from '../../../../util/floating_point.js';
 import { sparseMatrixF64Range } from '../../../../util/math.js';
+import { selectNCases } from '../case.js';
 import { makeCaseCache } from '../case_cache.js';
 
 // Cases: matCxR
@@ -7,11 +8,15 @@ const mat_cases = ([2, 3, 4] as const)
   .flatMap(cols =>
     ([2, 3, 4] as const).map(rows => ({
       [`mat${cols}x${rows}`]: () => {
-        return FP.abstract.generateMatrixPairToMatrixCases(
-          sparseMatrixF64Range(cols, rows),
-          sparseMatrixF64Range(cols, rows),
-          'finite',
-          FP.abstract.subtractionMatrixMatrixInterval
+        return selectNCases(
+          'binary/af_matrix_subtraction',
+          50,
+          FP.abstract.generateMatrixPairToMatrixCases(
+            sparseMatrixF64Range(cols, rows),
+            sparseMatrixF64Range(cols, rows),
+            'finite',
+            FP.abstract.subtractionMatrixMatrixInterval
+          )
         );
       },
     }))