diff --git a/open-sse/handlers/chatCore.js b/open-sse/handlers/chatCore.js
index 2d543f8..fd95a37 100644
--- a/open-sse/handlers/chatCore.js
+++ b/open-sse/handlers/chatCore.js
@@ -8,7 +8,7 @@ import { createRequestLogger } from "../utils/requestLogger.js";
 import { getModelTargetFormat, PROVIDER_ID_TO_ALIAS } from "../config/providerModels.js";
 import { createErrorResult, parseUpstreamError, formatProviderError } from "../utils/error.js";
 import { handleBypassRequest } from "../utils/bypassHandler.js";
-import { saveRequestUsage } from "@/lib/usageDb.js";
+import { saveRequestUsage, trackPendingRequest } from "@/lib/usageDb.js";
 
 /**
  * Extract usage from non-streaming response body
@@ -122,6 +122,9 @@ export async function handleChatCore({ body, modelInfo, credentials, log, onCred
   const providerUrl = buildProviderUrl(provider, model, stream);
   const providerHeaders = buildProviderHeaders(provider, credentials, stream, translatedBody);
 
+  // Track pending request
+  trackPendingRequest(model, provider, connectionId, true);
+
   // 2. Log converted request to provider
   reqLogger.logConvertedRequest(providerUrl, providerHeaders, translatedBody);
 
@@ -155,6 +158,7 @@ export async function handleChatCore({ body, modelInfo, credentials, log, onCred
       signal: streamController.signal
     });
   } catch (error) {
+    trackPendingRequest(model, provider, connectionId, false);
     if (error.name === "AbortError") {
       streamController.handleError(error);
       return createErrorResult(499, "Request aborted");
@@ -248,6 +252,7 @@ export async function handleChatCore({ body, modelInfo, credentials, log, onCred
 
   // Check provider response - return error info for fallback handling
   if (!providerResponse.ok) {
+    trackPendingRequest(model, provider, connectionId, false);
     const { statusCode, message } = await parseUpstreamError(providerResponse);
     const errMsg = formatProviderError(new Error(message), provider, model, statusCode);
     console.log(`${COLORS.red}[ERROR] ${errMsg}${COLORS.reset}`);
@@ -260,6 +265,7 @@ export async function handleChatCore({ body, modelInfo, credentials, log, onCred
 
   // Non-streaming response
   if (!stream) {
+    trackPendingRequest(model, provider, connectionId, false);
     const responseBody = await providerResponse.json();
 
     // Notify success - caller can clear error status if needed
diff --git a/open-sse/utils/stream.js b/open-sse/utils/stream.js
index f052bc7..678a5e4 100644
--- a/open-sse/utils/stream.js
+++ b/open-sse/utils/stream.js
@@ -1,6 +1,6 @@
 import { translateResponse, initState } from "../translator/index.js";
 import { FORMATS } from "../translator/formats.js";
-import { saveRequestUsage } from "@/lib/usageDb.js";
+import { saveRequestUsage, trackPendingRequest } from "@/lib/usageDb.js";
 
 // Get HH:MM:SS timestamp
 function getTimeString() {
@@ -220,6 +220,7 @@ export function createSSEStream(options = {}) {
     },
 
     flush(controller) {
+      trackPendingRequest(model, provider, connectionId, false);
       try {
         const remaining = decoder.decode();
         if (remaining) buffer += remaining;
diff --git a/src/lib/usageDb.js b/src/lib/usageDb.js
index 62fd899..b3289b4 100644
--- a/src/lib/usageDb.js
+++ b/src/lib/usageDb.js
@@ -49,6 +49,35 @@ const defaultData = {
 // Singleton instance
 let dbInstance = null;
 
+// Track in-flight requests in memory
+const pendingRequests = {
+  byModel: {},
+  byAccount: {}
+};
+
+/**
+ * Track a pending request
+ * @param {string} model
+ * @param {string} provider
+ * @param {string} connectionId
+ * @param {boolean} started - true if started, false if finished
+ */
+export function trackPendingRequest(model, provider, connectionId, started) {
+  const modelKey = provider ? `${model} (${provider})` : model;
+
+  // Track by model
+  if (!pendingRequests.byModel[modelKey]) pendingRequests.byModel[modelKey] = 0;
+  pendingRequests.byModel[modelKey] = Math.max(0, pendingRequests.byModel[modelKey] + (started ? 1 : -1));
+
+  // Track by account
+  if (connectionId) {
+    const accountKey = connectionId; // We use connectionId as key here
+    if (!pendingRequests.byAccount[accountKey]) pendingRequests.byAccount[accountKey] = {};
+    if (!pendingRequests.byAccount[accountKey][modelKey]) pendingRequests.byAccount[accountKey][modelKey] = 0;
+    pendingRequests.byAccount[accountKey][modelKey] = Math.max(0, pendingRequests.byAccount[accountKey][modelKey] + (started ? 1 : -1));
+  }
+}
+
 /**
  * Get usage database instance (singleton)
  */
@@ -170,9 +199,31 @@ export async function getUsageStats() {
     byProvider: {},
     byModel: {},
     byAccount: {},
-    last10Minutes: []
+    last10Minutes: [],
+    pending: pendingRequests,
+    activeRequests: []
   };
 
+  // Build active requests list from pending counts
+  for (const [connectionId, models] of Object.entries(pendingRequests.byAccount)) {
+    for (const [modelKey, count] of Object.entries(models)) {
+      if (count > 0) {
+        const accountName = connectionMap[connectionId] || `Account ${connectionId.slice(0, 8)}...`;
+        // modelKey is "model (provider)"
+        const match = modelKey.match(/^(.*) \((.*)\)$/);
+        const modelName = match ? match[1] : modelKey;
+        const providerName = match ? match[2] : "unknown";
+
+        stats.activeRequests.push({
+          model: modelName,
+          provider: providerName,
+          account: accountName,
+          count
+        });
+      }
+    }
+  }
+
   // Initialize 10-minute buckets using stable minute boundaries
   const now = new Date();
   // Floor to the start of the current minute
@@ -232,12 +283,16 @@ export async function getUsageStats() {
         promptTokens: 0,
         completionTokens: 0,
         rawModel: entry.model,
-        provider: entry.provider
+        provider: entry.provider,
+        lastUsed: entry.timestamp
       };
     }
     stats.byModel[modelKey].requests++;
     stats.byModel[modelKey].promptTokens += promptTokens;
     stats.byModel[modelKey].completionTokens += completionTokens;
+    if (new Date(entry.timestamp) > new Date(stats.byModel[modelKey].lastUsed)) {
+      stats.byModel[modelKey].lastUsed = entry.timestamp;
+    }
 
     // By Account (model + oauth account)
     // Use connectionId if available, otherwise fallback to provider name
@@ -253,12 +308,16 @@ export async function getUsageStats() {
           rawModel: entry.model,
           provider: entry.provider,
           connectionId: entry.connectionId,
-          accountName: accountName
+          accountName: accountName,
+          lastUsed: entry.timestamp
         };
       }
       stats.byAccount[accountKey].requests++;
       stats.byAccount[accountKey].promptTokens += promptTokens;
       stats.byAccount[accountKey].completionTokens += completionTokens;
+      if (new Date(entry.timestamp) > new Date(stats.byAccount[accountKey].lastUsed)) {
+        stats.byAccount[accountKey].lastUsed = entry.timestamp;
+      }
     }
   }
 
diff --git a/src/shared/components/UsageStats.js b/src/shared/components/UsageStats.js
index 4a692d1..76c2686 100644
--- a/src/shared/components/UsageStats.js
+++ b/src/shared/components/UsageStats.js
@@ -36,7 +36,7 @@ export default function UsageStats() {
 
   const [stats, setStats] = useState(null);
   const [loading, setLoading] = useState(true);
-  const [autoRefresh, setAutoRefresh] = useState(false);
+  const [autoRefresh, setAutoRefresh] = useState(true);
 
   const toggleSort = (field) => {
     const params = new URLSearchParams(searchParams.toString());
@@ -49,12 +49,13 @@ export default function UsageStats() {
     router.replace(`?${params.toString()}`, { scroll: false });
   };
 
-  const sortData = (dataMap) => {
+  const sortData = (dataMap, pendingMap = {}) => {
     return Object.entries(dataMap || {})
       .map(([key, data]) => ({
         ...data,
         key,
         totalTokens: (data.promptTokens || 0) + (data.completionTokens || 0),
+        pending: pendingMap[key] || 0,
       }))
       .sort((a, b) => {
         let valA = a[sortBy];
@@ -71,13 +72,27 @@ export default function UsageStats() {
   };
 
   const sortedModels = useMemo(
-    () => sortData(stats?.byModel),
-    [stats?.byModel, sortBy, sortOrder]
-  );
-  const sortedAccounts = useMemo(
-    () => sortData(stats?.byAccount),
-    [stats?.byAccount, sortBy, sortOrder]
+    () => sortData(stats?.byModel, stats?.pending?.byModel),
+    [stats?.byModel, stats?.pending?.byModel, sortBy, sortOrder]
   );
+  const sortedAccounts = useMemo(() => {
+    // For accounts, pendingMap is by connectionId, but dataMap is by accountKey
+    // We need to map connectionId pending counts to accountKeys
+    const accountPendingMap = {};
+    if (stats?.pending?.byAccount) {
+      Object.entries(stats.byAccount || {}).forEach(([accountKey, data]) => {
+        const connPending = stats.pending.byAccount[data.connectionId];
+        if (connPending) {
+          // Get modelKey (rawModel (provider))
+          const modelKey = data.provider
+            ? `${data.rawModel} (${data.provider})`
+            : data.rawModel;
+          accountPendingMap[accountKey] = connPending[modelKey] || 0;
+        }
+      });
+    }
+    return sortData(stats?.byAccount, accountPendingMap);
+  }, [stats?.byAccount, stats?.pending?.byAccount, sortBy, sortOrder]);
 
   useEffect(() => {
     fetchStats();
@@ -118,6 +133,20 @@ export default function UsageStats() {
   // Format number with commas
   const fmt = (n) => new Intl.NumberFormat().format(n || 0);
 
+  // Time format for "Last Used"
+  const fmtTime = (iso) => {
+    if (!iso) return "Never";
+    const date = new Date(iso);
+    const now = new Date();
+    const diffMs = now - date;
+    const diffMins = Math.floor(diffMs / 60000);
+
+    if (diffMins < 1) return "Just now";
+    if (diffMins < 60) return `${diffMins}m ago`;
+    if (diffMins < 1440) return `${Math.floor(diffMins / 60)}h ago`;
+    return date.toLocaleDateString();
+  };
+
   return (
     <div className="flex flex-col gap-6">
       {/* Header with Auto Refresh Toggle */}
@@ -142,6 +171,40 @@ export default function UsageStats() {
         </div>
       </div>
 
+      {/* Active Requests Summary */}
+      {(stats.activeRequests || []).length > 0 && (
+        <Card className="p-3 border-primary/20 bg-primary/5">
+          <div className="flex flex-col gap-2">
+            <div className="flex items-center gap-2 text-primary font-semibold text-sm uppercase tracking-wider">
+              <span className="relative flex h-2 w-2">
+                <span className="animate-ping absolute inline-flex h-full w-full rounded-full bg-primary opacity-75"></span>
+                <span className="relative inline-flex rounded-full h-2 w-2 bg-primary"></span>
+              </span>
+              Active Requests
+            </div>
+            <div className="flex flex-wrap gap-3">
+              {stats.activeRequests.map((req, i) => (
+                <div
+                  key={i}
+                  className="px-3 py-1.5 rounded-md bg-bg-subtle border border-primary/20 text-xs font-mono shadow-sm"
+                >
+                  <span className="text-primary font-bold">{req.model}</span>
+                  <span className="mx-1 text-text-muted">|</span>
+                  <span className="text-text">{req.provider}</span>
+                  <span className="mx-1 text-text-muted">|</span>
+                  <span className="text-text font-medium">{req.account}</span>
+                  {req.count > 1 && (
+                    <span className="ml-2 px-1.5 py-0.5 rounded bg-primary text-white font-bold">
+                      x{req.count}
+                    </span>
+                  )}
+                </div>
+              ))}
+            </div>
+          </div>
+        </Card>
+      )}
+
       {/* Overview Cards */}
       <div className="grid grid-cols-1 md:grid-cols-3 gap-4">
         <Card className="p-4 flex flex-col gap-1">
@@ -236,6 +299,17 @@ export default function UsageStats() {
                     currentOrder={sortOrder}
                   />
                 </th>
+                <th
+                  className="px-6 py-3 text-right cursor-pointer hover:bg-bg-subtle/50"
+                  onClick={() => toggleSort("lastUsed")}
+                >
+                  Last Used{" "}
+                  <SortIcon
+                    field="lastUsed"
+                    currentSort={sortBy}
+                    currentOrder={sortOrder}
+                  />
+                </th>
                 <th
                   className="px-6 py-3 text-right cursor-pointer hover:bg-bg-subtle/50"
                   onClick={() => toggleSort("promptTokens")}
@@ -274,13 +348,25 @@ export default function UsageStats() {
             <tbody className="divide-y divide-border">
               {sortedModels.map((data) => (
                 <tr key={data.key} className="hover:bg-bg-subtle/20">
-                  <td className="px-6 py-3 font-medium">{data.rawModel}</td>
+                  <td
+                    className={`px-6 py-3 font-medium transition-colors ${
+                      data.pending > 0 ? "text-primary" : ""
+                    }`}
+                  >
+                    {data.rawModel}
+                  </td>
                   <td className="px-6 py-3">
-                    <Badge variant="neutral" size="sm">
+                    <Badge
+                      variant={data.pending > 0 ? "primary" : "neutral"}
+                      size="sm"
+                    >
                       {data.provider}
                     </Badge>
                   </td>
                   <td className="px-6 py-3 text-right">{fmt(data.requests)}</td>
+                  <td className="px-6 py-3 text-right text-text-muted whitespace-nowrap">
+                    {fmtTime(data.lastUsed)}
+                  </td>
                   <td className="px-6 py-3 text-right text-text-muted">
                     {fmt(data.promptTokens)}
                   </td>
@@ -295,7 +381,7 @@ export default function UsageStats() {
               {sortedModels.length === 0 && (
                 <tr>
                   <td
-                    colSpan={6}
+                    colSpan={8}
                     className="px-6 py-8 text-center text-text-muted"
                   >
                     No usage recorded yet. Make some requests to see data here.
@@ -360,6 +446,17 @@ export default function UsageStats() {
                     currentOrder={sortOrder}
                   />
                 </th>
+                <th
+                  className="px-6 py-3 text-right cursor-pointer hover:bg-bg-subtle/50"
+                  onClick={() => toggleSort("lastUsed")}
+                >
+                  Last Used{" "}
+                  <SortIcon
+                    field="lastUsed"
+                    currentSort={sortBy}
+                    currentOrder={sortOrder}
+                  />
+                </th>
                 <th
                   className="px-6 py-3 text-right cursor-pointer hover:bg-bg-subtle/50"
                   onClick={() => toggleSort("promptTokens")}
@@ -398,19 +495,35 @@ export default function UsageStats() {
             <tbody className="divide-y divide-border">
               {sortedAccounts.map((data) => (
                 <tr key={data.key} className="hover:bg-bg-subtle/20">
-                  <td className="px-6 py-3 font-medium">{data.rawModel}</td>
+                  <td
+                    className={`px-6 py-3 font-medium transition-colors ${
+                      data.pending > 0 ? "text-primary" : ""
+                    }`}
+                  >
+                    {data.rawModel}
+                  </td>
                   <td className="px-6 py-3">
-                    <Badge variant="neutral" size="sm">
+                    <Badge
+                      variant={data.pending > 0 ? "primary" : "neutral"}
+                      size="sm"
+                    >
                       {data.provider}
                     </Badge>
                   </td>
                   <td className="px-6 py-3">
-                    <span className="font-medium">
+                    <span
+                      className={`font-medium transition-colors ${
+                        data.pending > 0 ? "text-primary" : ""
+                      }`}
+                    >
                       {data.accountName ||
                         `Account ${data.connectionId?.slice(0, 8)}...`}
                     </span>
                   </td>
                   <td className="px-6 py-3 text-right">{fmt(data.requests)}</td>
+                  <td className="px-6 py-3 text-right text-text-muted whitespace-nowrap">
+                    {fmtTime(data.lastUsed)}
+                  </td>
                   <td className="px-6 py-3 text-right text-text-muted">
                     {fmt(data.promptTokens)}
                   </td>
@@ -425,7 +538,7 @@ export default function UsageStats() {
               {sortedAccounts.length === 0 && (
                 <tr>
                   <td
-                    colSpan={7}
+                    colSpan={9}
                     className="px-6 py-8 text-center text-text-muted"
                   >
                     No account-specific usage recorded yet. Make requests using