diff --git a/static/index.html b/static/index.html
index a8409f0..09cc6fe 100644
--- a/static/index.html
+++ b/static/index.html
@@ -127,9 +127,20 @@
             }
             #ps-table th.model-col,
             #ps-table td.model {
-                min-width: 340px;
+                min-width: 200px;
+                max-width: 300px;
                 white-space: nowrap;
             }
+            /* Optimize narrow columns */
+            #ps-table th:nth-child(3),
+            #ps-table td:nth-child(3),
+            #ps-table th:nth-child(4),
+            #ps-table td:nth-child(4),
+            #ps-table th:nth-child(5),
+            #ps-table td:nth-child(5) {
+                width: 80px;
+                text-align: center;
+            }
             .loading {
                 color: #777;
                 font-style: italic;
@@ -364,14 +375,13 @@
                         <tr>
                             <th class="model-col">Model</th>
                             <th>Endpoint</th>
-                            <th>Instance count</th>
                             <th>Params</th>
                             <th>Quant</th>
                             <th>Ctx</th>
                             <th>Size</th>
                             <th>Until</th>
                             <th>Digest</th>
-                            <th>Token</th>
+                            <th>Tokens</th>
                         </tr>
                     </thead>
                     <tbody id="ps-body">
@@ -829,16 +839,41 @@ function renderTimeSeriesChart(timeSeriesData, chart, minutes) {
                         if (value === null || value === undefined || value === "") {
                             return "Forever";
                         }
+
+                        let targetTime;
                         if (typeof value === "number") {
                             const ms = value > 1e12 ? value : value * 1000;
-                            const date = new Date(ms);
-                            return Number.isNaN(date.getTime()) ? String(value) : date.toLocaleString();
+                            targetTime = new Date(ms);
+                        } else if (typeof value === "string") {
+                            targetTime = new Date(value);
+                        } else {
+                            return String(value);
                         }
-                        if (typeof value === "string") {
-                            const date = new Date(value);
-                            return Number.isNaN(date.getTime()) ? value : date.toLocaleString();
+
+                        if (Number.isNaN(targetTime.getTime())) {
+                            return String(value);
+                        }
+
+                        const now = new Date();
+                        const diffMs = targetTime - now;
+                        const diffSec = Math.floor(Math.abs(diffMs) / 1000);
+                        const diffMin = Math.floor(diffSec / 60);
+                        const diffHours = Math.floor(diffMin / 60);
+                        const diffDays = Math.floor(diffHours / 24);
+
+                        if (diffMs < 0) {
+                            return "expired";
+                        }
+
+                        if (diffMin < 1) {
+                            return `in ${diffSec} sec`;
+                        } else if (diffMin < 60) {
+                            return `in ${diffMin} min`;
+                        } else if (diffHours < 24) {
+                            return `in ${diffHours} hr`;
+                        } else {
+                            return `in ${diffDays} days`;
                         }
-                        return String(value);
                     };
 
                     const renderInstanceList = (items) => {
@@ -859,9 +894,7 @@ function renderTimeSeriesChart(timeSeriesData, chart, minutes) {
                                 formatUntil(m.until ?? m.expires_at ?? m.expiresAt ?? m.expire_at),
                             );
                             const digest = modelInstances[0]?.digest || "";
-                            const shortDigest = digest.length > 24
-                                ? `${digest.slice(0, 12)}...${digest.slice(-12)}`
-                                : digest;
+                            const shortDigest = digest ? digest.slice(-6) : "";
                             const params = modelInstances[0]?.details?.parameter_size ?? "";
                             const quant = modelInstances[0]?.details?.quantization_level ?? "";
                             const ctx = modelInstances[0]?.context_length ?? "";
@@ -870,7 +903,6 @@ function renderTimeSeriesChart(timeSeriesData, chart, minutes) {
                             return `<tr data-model="${modelName}" data-endpoints="${endpointsData}">
                                 <td class="model">${modelName} <a href="#" class="stats-link" data-model="${modelName}">stats</a></td>
                                 <td>${renderInstanceList(endpoints)}</td>
-                                <td>${instanceCount}</td>
                                 <td>${params}</td>
                                 <td>${quant}</td>
                                 <td>${ctx}</td>