diff --git a/src-tauri/src/proxy/providers/streaming.rs b/src-tauri/src/proxy/providers/streaming.rs
index 48ecefa6c..ab310a4b5 100644
--- a/src-tauri/src/proxy/providers/streaming.rs
+++ b/src-tauri/src/proxy/providers/streaming.rs
@@ -53,8 +53,12 @@ struct DeltaFunction {
     arguments: Option<String>,
 }
 
+/// OpenAI 流式响应的 usage 信息（完整版）
 #[derive(Debug, Deserialize)]
 struct Usage {
+    #[serde(default)]
+    prompt_tokens: u32,
+    #[serde(default)]
     completion_tokens: u32,
 }
 
@@ -278,15 +282,18 @@ pub fn create_anthropic_sse_stream(
                                             }
 
                                             let stop_reason = map_stop_reason(Some(finish_reason));
+                                            // 构建 usage 信息，包含 input_tokens 和 output_tokens
+                                            let usage_json = chunk.usage.as_ref().map(|u| json!({
+                                                "input_tokens": u.prompt_tokens,
+                                                "output_tokens": u.completion_tokens
+                                            }));
                                             let event = json!({
                                                 "type": "message_delta",
                                                 "delta": {
                                                     "stop_reason": stop_reason,
                                                     "stop_sequence": null
                                                 },
-                                                "usage": chunk.usage.as_ref().map(|u| json!({
-                                                    "output_tokens": u.completion_tokens
-                                                }))
+                                                "usage": usage_json
                                             });
                                             let sse_data = format!("event: message_delta\ndata: {}\n\n",
                                                 serde_json::to_string(&event).unwrap_or_default());
diff --git a/src-tauri/src/proxy/usage/logger.rs b/src-tauri/src/proxy/usage/logger.rs
index 6dccb8dcf..ce99b9bac 100644
--- a/src-tauri/src/proxy/usage/logger.rs
+++ b/src-tauri/src/proxy/usage/logger.rs
@@ -235,6 +235,7 @@ mod tests {
             usage,
             Decimal::from(1),
             100,
+            None,
             200,
             None,
             Some("claude".to_string()),
diff --git a/src-tauri/src/proxy/usage/parser.rs b/src-tauri/src/proxy/usage/parser.rs
index 65fe61a69..1aa99ae1e 100644
--- a/src-tauri/src/proxy/usage/parser.rs
+++ b/src-tauri/src/proxy/usage/parser.rs
@@ -59,7 +59,10 @@ impl TokenUsage {
                 match event_type {
                     "message_start" => {
                         if let Some(msg_usage) = event.get("message").and_then(|m| m.get("usage")) {
-                            usage.input_tokens = msg_usage.get("input_tokens")?.as_u64()? as u32;
+                            // 从 message_start 获取 input_tokens（原生 Claude API）
+                            if let Some(input) = msg_usage.get("input_tokens").and_then(|v| v.as_u64()) {
+                                usage.input_tokens = input as u32;
+                            }
                             usage.cache_read_tokens = msg_usage
                                 .get("cache_read_input_tokens")
                                 .and_then(|v| v.as_u64())
@@ -74,8 +77,17 @@ impl TokenUsage {
                     }
                     "message_delta" => {
                         if let Some(delta_usage) = event.get("usage") {
-                            usage.output_tokens =
-                                delta_usage.get("output_tokens")?.as_u64()? as u32;
+                            // 从 message_delta 获取 output_tokens
+                            if let Some(output) = delta_usage.get("output_tokens").and_then(|v| v.as_u64()) {
+                                usage.output_tokens = output as u32;
+                            }
+                            // OpenRouter 转换后的流式响应：input_tokens 也在 message_delta 中
+                            // 如果 message_start 中没有 input_tokens，则从 message_delta 获取
+                            if usage.input_tokens == 0 {
+                                if let Some(input) = delta_usage.get("input_tokens").and_then(|v| v.as_u64()) {
+                                    usage.input_tokens = input as u32;
+                                }
+                            }
                         }
                     }
                     _ => {}
@@ -454,4 +466,63 @@ mod tests {
         assert_eq!(usage.input_tokens, 0);
         assert_eq!(usage.cache_read_tokens, 200);
     }
+
+    #[test]
+    fn test_openrouter_stream_parsing() {
+        // 测试 OpenRouter 转换后的流式响应解析
+        // OpenRouter 流式响应经过转换后，input_tokens 在 message_delta 中
+        let events = vec![
+            json!({
+                "type": "message_start",
+                "message": {
+                    "usage": {
+                        "input_tokens": 0,
+                        "output_tokens": 0
+                    }
+                }
+            }),
+            json!({
+                "type": "message_delta",
+                "delta": {
+                    "stop_reason": "end_turn"
+                },
+                "usage": {
+                    "input_tokens": 150,
+                    "output_tokens": 75
+                }
+            }),
+        ];
+
+        let usage = TokenUsage::from_claude_stream_events(&events).unwrap();
+        assert_eq!(usage.input_tokens, 150);
+        assert_eq!(usage.output_tokens, 75);
+    }
+
+    #[test]
+    fn test_native_claude_stream_parsing() {
+        // 测试原生 Claude API 流式响应解析
+        // 原生 Claude API 的 input_tokens 在 message_start 中
+        let events = vec![
+            json!({
+                "type": "message_start",
+                "message": {
+                    "usage": {
+                        "input_tokens": 200,
+                        "cache_read_input_tokens": 50
+                    }
+                }
+            }),
+            json!({
+                "type": "message_delta",
+                "usage": {
+                    "output_tokens": 100
+                }
+            }),
+        ];
+
+        let usage = TokenUsage::from_claude_stream_events(&events).unwrap();
+        assert_eq!(usage.input_tokens, 200);
+        assert_eq!(usage.output_tokens, 100);
+        assert_eq!(usage.cache_read_tokens, 50);
+    }
 }