diff --git a/internal/server/metrics.go b/internal/server/metrics.go
index 8157104b..3c70652a 100644
--- a/internal/server/metrics.go
+++ b/internal/server/metrics.go
@@ -25,6 +25,8 @@ import (
 // TokenMetrics holds token usage and performance metrics.
 type TokenMetrics struct {
 	CachedTokens    int     `json:"cache_tokens"`
+	DraftTokens     int     `json:"draft_tokens"`
+	DraftAccTokens  int     `json:"draft_acc_tokens"`
 	InputTokens     int     `json:"input_tokens"`
 	OutputTokens    int     `json:"output_tokens"`
 	PromptPerSecond float64 `json:"prompt_per_second"`
@@ -345,6 +347,8 @@ func buildMetrics(modelID string, start time.Time, inputTokens, outputTokens, ca
 	durationMs := wallDurationMs
 	tokensPerSecond := -1.0
 	promptPerSecond := -1.0
+	draftTokens := -1
+	draftAccTokens := -1
 
 	if timings.Exists() {
 		inputTokens = timings.Get("prompt_n").Int()
@@ -358,6 +362,10 @@ func buildMetrics(modelID string, start time.Time, inputTokens, outputTokens, ca
 		if cachedValue := timings.Get("cache_n"); cachedValue.Exists() {
 			cachedTokens = cachedValue.Int()
 		}
+		if timings.Get("draft_n").Exists() && timings.Get("draft_n_accepted").Exists() {
+			draftTokens = int(timings.Get("draft_n").Int())
+			draftAccTokens = int(timings.Get("draft_n_accepted").Int())
+		}
 	}
 
 	return ActivityLogEntry{
@@ -365,6 +373,8 @@ func buildMetrics(modelID string, start time.Time, inputTokens, outputTokens, ca
 		Model:     modelID,
 		Tokens: TokenMetrics{
 			CachedTokens:    int(cachedTokens),
+			DraftTokens:     draftTokens,
+			DraftAccTokens:  draftAccTokens,
 			InputTokens:     int(inputTokens),
 			OutputTokens:    int(outputTokens),
 			PromptPerSecond: promptPerSecond,
diff --git a/ui-svelte/src/lib/types.ts b/ui-svelte/src/lib/types.ts
index 1fced1cb..815c1bd4 100644
--- a/ui-svelte/src/lib/types.ts
+++ b/ui-svelte/src/lib/types.ts
@@ -25,6 +25,8 @@ export interface Model {
 
 export interface TokenMetrics {
   cache_tokens: number;
+  draft_tokens: number;
+  draft_acc_tokens: number;
   input_tokens: number;
   output_tokens: number;
   prompt_per_second: number;
diff --git a/ui-svelte/src/routes/Activity.svelte b/ui-svelte/src/routes/Activity.svelte
index c0974e22..17dcefee 100644
--- a/ui-svelte/src/routes/Activity.svelte
+++ b/ui-svelte/src/routes/Activity.svelte
@@ -26,6 +26,7 @@
     { key: "cached", label: "Cached", defaultVisible: true },
     { key: "prompt", label: "Prompt", defaultVisible: true },
     { key: "generated", label: "Generated", defaultVisible: true },
+    { key: "drafted", label: "Drafted", defaultVisible: false },
     { key: "prompt_speed", label: "Prompt Speed", defaultVisible: true },
     { key: "gen_speed", label: "Gen Speed", defaultVisible: true },
     { key: "duration", label: "Duration", defaultVisible: true },
@@ -158,6 +159,10 @@
     return speed < 0 ? "unknown" : speed.toFixed(2) + " t/s";
   }
 
+  function formatDrafted(drafted: number, accepted: number): string {
+    return drafted > 0 ? (accepted * 100 / drafted).toFixed(1) + "% (" + accepted + "/" + drafted + ")" : "-";
+  }
+
   function formatDuration(ms: number): string {
     return (ms / 1000).toFixed(2) + "s";
   }
@@ -273,6 +278,8 @@
                 Cached <Tooltip content="prompt tokens from cache" />
               {:else if key === "prompt"}
                 Prompt <Tooltip content="new prompt tokens processed" />
+              {:else if key === "drafted"}
+                Drafted <Tooltip content="acceptance rate (accepted/drafted)" />
               {:else}
                 {columnLabelMap[key] ?? key}
               {/if}
@@ -310,6 +317,8 @@
                     {metric.tokens.input_tokens.toLocaleString()}
                   {:else if key === "generated"}
                     {metric.tokens.output_tokens.toLocaleString()}
+                  {:else if key === "drafted"}
+                    {formatDrafted(metric.tokens.draft_tokens, metric.tokens.draft_acc_tokens)}
                   {:else if key === "prompt_speed"}
                     {formatSpeed(metric.tokens.prompt_per_second)}
                   {:else if key === "gen_speed"}