diff --git a/ds4.c b/ds4.c
index 49be4d39..8eb2d6cb 100644
--- a/ds4.c
+++ b/ds4.c
@@ -40927,7 +40927,7 @@ static bool ds41_attention_select_published(ds41_gpu_graph *g, const ds4_model *
             !ds4_gpu_dsv41_quantize(g->index_q, 128, DS4_N_INDEXER_HEAD, DS4_V41_FP4_E8M0) ||
             !ds41_matmul(g->index_weights, m, l->indexer_proj, g->norm, true) ||
 #ifdef __APPLE__
-            !ds4_gpu_glm_indexer_score_one_tensor(g->index_scores, g->index_q, g->index_weights,
+            !ds4_gpu_dsv41_indexer_score_one_tensor(g->index_scores, g->index_q, g->index_weights,
                 g->index_cache[owner], n_comp, DS4_N_INDEXER_HEAD, 128, 1.0f / 64.0f, false)) return false;
 #else
             !ds4_gpu_dsv41_indexer_scores_batch(g->index_scores, g->index_q, g->index_weights,
diff --git a/ds4_deepseek41_gpu.h b/ds4_deepseek41_gpu.h
index 6ca540ad..635d40bb 100644
--- a/ds4_deepseek41_gpu.h
+++ b/ds4_deepseek41_gpu.h
@@ -127,6 +127,15 @@ int ds4_gpu_dsv41_indexer_scores_batch(ds4_gpu_tensor *scores,
                                      const ds4_gpu_tensor *keys,
                                      uint32_t source_rows, uint32_t rows,
                                      uint32_t start, uint32_t ratio);
+/* One-token index scores of FP4 queries/keys: the GLM scorer, plus its wide
+ * kernel for long rows (Metal only). */
+int ds4_gpu_dsv41_indexer_score_one_tensor(ds4_gpu_tensor *scores,
+                                           const ds4_gpu_tensor *q,
+                                           const ds4_gpu_tensor *weights,
+                                           const ds4_gpu_tensor *indexer_key_cache,
+                                           uint32_t n_rows, uint32_t n_head,
+                                           uint32_t head_dim, float scale,
+                                           bool cache_f16);
 int ds4_gpu_dsv41_tensor_ops_available(void);
 /* Reuse exact BF16 views of FP4 queries/keys across score tiles. Invalid
  * casts retain the F32 arithmetic for the affected tile. */
diff --git a/ds4_metal.m b/ds4_metal.m
index 824540f3..47d0c58e 100644
--- a/ds4_metal.m
+++ b/ds4_metal.m
@@ -36769,7 +36769,7 @@ static int ds4_gpu_v41_index_score_wide_off(void) {
     return off;
 }
 
-int ds4_gpu_glm_indexer_score_one_tensor(
+static int ds4_gpu_glm_indexer_score_one_impl(
         ds4_gpu_tensor       *scores,
         const ds4_gpu_tensor *q,
         const ds4_gpu_tensor *weights,
@@ -36778,7 +36778,8 @@ int ds4_gpu_glm_indexer_score_one_tensor(
         uint32_t              n_head,
         uint32_t              head_dim,
         float                 scale,
-        bool                  cache_f16) {
+        bool                  cache_f16,
+        bool                  fp4_inputs) {
     if (!g_initialized && !ds4_gpu_init()) return 0;
     if (!scores || !q || !weights || !indexer_key_cache ||
         n_rows == 0 || n_head == 0 || head_dim == 0 ||
@@ -36814,9 +36815,10 @@ int ds4_gpu_glm_indexer_score_one_tensor(
         };
 
         if (n_head == 32u && head_dim == 128u) {
-            /* long rows stream one key per thread; short ones keep the per-key kernel */
+            /* long rows stream one key per thread when FP4 query and keys make
+             * its summation order exact; the rest keep the per-key kernel */
             const bool wide = (g_test_flags & DS4_GPU_TEST_INDEX_SCORE_WIDE) != 0u ||
-                ((g_test_flags & DS4_GPU_TEST_INDEX_SCORE_DIRECT) == 0u &&
+                ((g_test_flags & DS4_GPU_TEST_INDEX_SCORE_DIRECT) == 0u && fp4_inputs &&
                  n_rows >= 8192u && !ds4_gpu_v41_index_score_wide_off());
             id<MTLComputePipelineState> direct_pipeline = wide ?
                 ds4_gpu_hot_pipeline(g_glm_indexer_score_one_wide_pipeline,
@@ -36880,6 +36882,34 @@ int ds4_gpu_glm_indexer_score_one_tensor(
     return 1;
 }
 
+int ds4_gpu_glm_indexer_score_one_tensor(
+        ds4_gpu_tensor       *scores,
+        const ds4_gpu_tensor *q,
+        const ds4_gpu_tensor *weights,
+        const ds4_gpu_tensor *indexer_key_cache,
+        uint32_t              n_rows,
+        uint32_t              n_head,
+        uint32_t              head_dim,
+        float                 scale,
+        bool                  cache_f16) {
+    return ds4_gpu_glm_indexer_score_one_impl(scores, q, weights, indexer_key_cache,
+                                              n_rows, n_head, head_dim, scale, cache_f16, false);
+}
+
+int ds4_gpu_dsv41_indexer_score_one_tensor(
+        ds4_gpu_tensor       *scores,
+        const ds4_gpu_tensor *q,
+        const ds4_gpu_tensor *weights,
+        const ds4_gpu_tensor *indexer_key_cache,
+        uint32_t              n_rows,
+        uint32_t              n_head,
+        uint32_t              head_dim,
+        float                 scale,
+        bool                  cache_f16) {
+    return ds4_gpu_glm_indexer_score_one_impl(scores, q, weights, indexer_key_cache,
+                                              n_rows, n_head, head_dim, scale, cache_f16, true);
+}
+
 static int ds4_gpu_glm_indexer_scores_batch_grouped_tensor(
         ds4_gpu_tensor       *scores,
         const ds4_gpu_tensor *q,
diff --git a/metal/dsv4_misc.metal b/metal/dsv4_misc.metal
index 513fb7e1..1f554378 100644
--- a/metal/dsv4_misc.metal
+++ b/metal/dsv4_misc.metal
@@ -2057,7 +2057,10 @@ kernel void kernel_glm_indexer_score_one_wide(
         }
     }
     float score = 0.0f;
-    FOR_UNROLL (uint h = 0; h < 32u; h++) score += max(acc[h] * args.scale, 0.0f) * ws[h];
+    FOR_UNROLL (uint h = 0; h < 32u; h++) {
+#pragma clang fp contract(off)
+        score += max(acc[h] * args.scale, 0.0f) * ws[h];
+    }
     scores[row] = score;
 }