diff --git a/api_v1/routes/metrics.py b/api_v1/routes/metrics.py
index 47afdc2..670c3f4 100644
--- a/api_v1/routes/metrics.py
+++ b/api_v1/routes/metrics.py
@@ -14,15 +14,21 @@ from api_v1.utils import (
     internal_error,
     bad_request,
 )
-from auth import jwt_required_middleware, plan_required
+from saas_auth import require_auth as jwt_required_middleware
+from flask import request as _req
 
 metrics_bp = Blueprint("v1_metrics", __name__, url_prefix="/api/v1")
 
 
 @metrics_bp.route("/metrics", methods=["GET"])
 @jwt_required_middleware
-@plan_required("premium", "pro")
 def metrics():
+    # plan check: premium or pro (or TEST_MODE via plan='pro' in DB)
+    user = getattr(_req, 'current_user', None) or {}
+    plan = user.get('plan', 'free') if isinstance(user, dict) else 'free'
+    if plan not in ('premium', 'pro'):
+        from flask import jsonify as _j
+        return _j({'error': 'Plan premium ou pro requis'}), 403
     """
     Métriques ML
     ---
diff --git a/dashboard_saas.html b/dashboard_saas.html
index 2787208..867126c 100644
--- a/dashboard_saas.html
+++ b/dashboard_saas.html
@@ -259,6 +259,7 @@
     <a class="nav-item" id="nav-history" href="#history" onclick="showSection('history',this)"><span class="icon">📅</span> Historique <span class="plan-lock" id="lock-hist"></span></a>
     <a class="nav-item" id="nav-export" href="#export" onclick="showSection('export',this)"><span class="icon">📤</span> Export CSV <span class="plan-lock" id="lock-export"></span></a>
 
+    <a class="nav-item" id="nav-metrics" href="#metrics" onclick="showSection('metrics',this)"><span class="icon">📈</span> Métriques</a>
     <div class="nav-section">Paramètres</div>
     <a class="nav-item" id="nav-telegram" href="#telegram" onclick="showSection('telegram',this)"><span class="icon">📱</span> Alertes Telegram <span class="plan-lock" id="lock-tg"></span></a>
     <a class="nav-item" id="nav-api-token" href="#api-token" onclick="showSection('api-token',this)"><span class="icon">⚡</span> API Token <span class="plan-lock" id="lock-api"></span></a>
@@ -753,11 +754,59 @@
             </div>
         </div>
 
+<!-- ═══════════════════════════════════════════════════════ METRICS -->
+        <div id="section-metrics" class="dashboard-section" style="display:none">
+            <div class="section-header">
+                <h2>📈 Métriques de performance</h2>
+                <div style="display:flex;gap:8px;align-items:center">
+                    <select id="metrics-days" style="background:var(--dark3);color:var(--text);border:1px solid var(--border);border-radius:6px;padding:4px 10px;font-size:.85rem" onchange="loadMetrics()">
+                        <option value="7">7 jours</option>
+                        <option value="30" selected>30 jours</option>
+                        <option value="90">90 jours</option>
+                        <option value="365">365 jours</option>
+                    </select>
+                    <button class="btn btn-sm" onclick="loadMetrics()" style="padding:4px 14px;font-size:.85rem">🔄 Rafraîchir</button>
+                </div>
+            </div>
+
+            <!-- KPI cards -->
+            <div class="stats-grid" id="metrics-kpis" style="margin-bottom:20px">
+                <div class="stat-card"><div class="stat-label">Total paris</div><div class="stat-value" id="m-total-bets">—</div></div>
+                <div class="stat-card"><div class="stat-label">Précision</div><div class="stat-value" id="m-precision" style="color:var(--green)">—</div></div>
+                <div class="stat-card"><div class="stat-label">ROI</div><div class="stat-value" id="m-roi">—</div></div>
+                <div class="stat-card"><div class="stat-label">Mise totale</div><div class="stat-value" id="m-mise">—</div></div>
+                <div class="stat-card"><div class="stat-label">Gain total</div><div class="stat-value" id="m-gain">—</div></div>
+                <div class="stat-card"><div class="stat-label">Prédictions ML</div><div class="stat-value" id="m-ml-preds">—</div></div>
+                <div class="stat-card"><div class="stat-label">Value Bets ML</div><div class="stat-value" id="m-value-bets">—</div></div>
+                <div class="stat-card"><div class="stat-label">Prob. Top-3 moy.</div><div class="stat-value" id="m-prob-top3">—</div></div>
+            </div>
+
+            <!-- Charts row -->
+            <div style="display:grid;grid-template-columns:1fr 1fr;gap:16px;margin-bottom:16px">
+                <div class="form-card" style="padding:16px">
+                    <h3 style="font-size:.9rem;margin-bottom:12px">📊 ROI & Précision quotidiens</h3>
+                    <canvas id="chart-roi-daily" height="200"></canvas>
+                </div>
+                <div class="form-card" style="padding:16px">
+                    <h3 style="font-size:.9rem;margin-bottom:12px">💰 Cumul gains vs mises</h3>
+                    <canvas id="chart-cumul" height="200"></canvas>
+                </div>
+            </div>
+
+            <!-- Daily stats table -->
+            <div class="form-card">
+                <h3 style="font-size:.9rem;margin-bottom:12px">📋 Détail quotidien</h3>
+                <div id="metrics-table-wrap" style="overflow-x:auto">
+                    <div class="loader-row"><div class="spinner"></div> Chargement…</div>
+                </div>
+            </div>
+        </div>
     </div><!-- .content -->
 </div><!-- .main -->
 
 <div id="toast"></div>
 
+<script src="https://cdn.jsdelivr.net/npm/chart.js@4.4.0/dist/chart.umd.min.js"></script>
 <script>
 const API = '/api/v1';
 let currentUser = null;
@@ -793,7 +842,11 @@ function logout() {
     location.href = '/login';
 }
 
+// ⚠️ TEST_MODE — mettre false pour réactiver les restrictions de plan
+const TEST_MODE = true;
+
 function planLevel(plan) {
+    if (TEST_MODE) return 2; // pro level pour tous
     return { free: 0, premium: 1, pro: 2 }[plan] || 0;
 }
 
@@ -830,6 +883,7 @@ const SECTION_TITLES = {
     'api-token': 'API Token',
     'webhook': 'Webhook',
     'multi-account': 'Multi-compte',
+    'metrics': 'Métriques de performance',
 };
 
 function showSection(name, navEl) {
@@ -856,6 +910,7 @@ function onSectionShow(name) {
     if (name === 'api-token' && planAllows(currentPlan, 'premium')) loadApiToken();
     if (name === 'webhook' && planAllows(currentPlan, 'pro')) loadWebhook();
     if (name === 'multi-account' && planAllows(currentPlan, 'pro')) loadMultiAccount();
+    if (name === 'metrics') loadMetrics();
 }
 
 // ────────────────────────────────────────────────────────
@@ -1525,6 +1580,7 @@ function initNavFromHash() {
         'api-token': 'nav-api-token',
         'webhook': 'nav-webhook',
         'multi-account': 'nav-multi-account',
+            'metrics': 'nav-metrics',
     };
     if (hash && sectionMap[hash]) {
         setTimeout(() => {
@@ -1545,6 +1601,140 @@ window.showSection = function(name, navEl) {
     return _origShowSection(name, navEl);
 };
 
+
+// ────────────────────────────────────────────────────────
+// Métriques
+// ────────────────────────────────────────────────────────
+let chartRoiDaily = null;
+let chartCumul = null;
+
+async function loadMetrics() {
+    const days = document.getElementById('metrics-days')?.value || 30;
+    const data = await fetchJson(`${API}/metrics?days=${days}`);
+    if (!data) return;
+
+    // KPIs
+    const bm = data.bet_metrics || {};
+    const ml = data.ml_metrics || {};
+    setText('m-total-bets', bm.available ? bm.total_bets : '—');
+    setText('m-precision', bm.available ? bm.precision_pct + ' %' : '—');
+    const roi = bm.available ? bm.roi_pct : null;
+    const roiEl = document.getElementById('m-roi');
+    if (roiEl) {
+        roiEl.textContent = roi !== null ? roi + ' %' : '—';
+        roiEl.style.color = roi > 0 ? 'var(--green)' : roi < 0 ? '#f44' : 'var(--text)';
+    }
+    setText('m-mise', bm.available ? bm.mise_totale + ' €' : '—');
+    setText('m-gain', bm.available ? bm.gain_total + ' €' : '—');
+    setText('m-ml-preds', ml.available ? ml.total_predictions : '—');
+    setText('m-value-bets', ml.available ? ml.value_bets : '—');
+    setText('m-prob-top3', ml.available ? (ml.avg_prob_top3 * 100).toFixed(1) + ' %' : '—');
+
+    // Daily charts
+    const daily = data.daily || [];
+    const labels = daily.map(r => r.date ? r.date.slice(5) : '').reverse();
+    const roiArr = daily.map(r => r.roi_pct || 0).reverse();
+    const precArr = daily.map(r => r.precision_pct || 0).reverse();
+    const gainArr = daily.map(r => r.gain_total || 0).reverse();
+    const miseArr = daily.map(r => r.mise_totale || 0).reverse();
+
+    // Cumul gains
+    const cumulGain = gainArr.reduce((acc, v, i) => { acc.push((acc[i-1]||0) + v); return acc; }, []);
+    const cumulMise = miseArr.reduce((acc, v, i) => { acc.push((acc[i-1]||0) + v); return acc; }, []);
+
+    renderChartRoi(labels, roiArr, precArr);
+    renderChartCumul(labels, cumulGain, cumulMise);
+
+    // Table
+    renderMetricsTable(daily);
+}
+
+function setText(id, val) {
+    const el = document.getElementById(id);
+    if (el) el.textContent = val;
+}
+
+function renderChartRoi(labels, roiArr, precArr) {
+    const ctx = document.getElementById('chart-roi-daily');
+    if (!ctx) return;
+    if (chartRoiDaily) chartRoiDaily.destroy();
+    chartRoiDaily = new Chart(ctx, {
+        type: 'bar',
+        data: {
+            labels,
+            datasets: [
+                { label: 'ROI %', data: roiArr, backgroundColor: roiArr.map(v => v >= 0 ? 'rgba(0,200,83,.6)' : 'rgba(244,67,54,.6)'), yAxisID: 'y' },
+                { label: 'Précision %', data: precArr, type: 'line', borderColor: '#ffd600', backgroundColor: 'transparent', tension: 0.3, yAxisID: 'y2', pointRadius: 2 }
+            ]
+        },
+        options: {
+            responsive: true, maintainAspectRatio: true,
+            plugins: { legend: { labels: { color: '#ccc', font: { size: 11 } } } },
+            scales: {
+                x: { ticks: { color: '#888', maxTicksLimit: 10 }, grid: { color: 'rgba(255,255,255,.05)' } },
+                y: { ticks: { color: '#888' }, grid: { color: 'rgba(255,255,255,.05)' } },
+                y2: { position: 'right', ticks: { color: '#ffd600' }, grid: { display: false } }
+            }
+        }
+    });
+}
+
+function renderChartCumul(labels, cumulGain, cumulMise) {
+    const ctx = document.getElementById('chart-cumul');
+    if (!ctx) return;
+    if (chartCumul) chartCumul.destroy();
+    chartCumul = new Chart(ctx, {
+        type: 'line',
+        data: {
+            labels,
+            datasets: [
+                { label: 'Gain cumulé (€)', data: cumulGain, borderColor: '#00c853', backgroundColor: 'rgba(0,200,83,.1)', fill: true, tension: 0.3, pointRadius: 2 },
+                { label: 'Mise cumulée (€)', data: cumulMise, borderColor: '#aaa', backgroundColor: 'transparent', borderDash: [4,4], tension: 0.3, pointRadius: 0 }
+            ]
+        },
+        options: {
+            responsive: true, maintainAspectRatio: true,
+            plugins: { legend: { labels: { color: '#ccc', font: { size: 11 } } } },
+            scales: {
+                x: { ticks: { color: '#888', maxTicksLimit: 10 }, grid: { color: 'rgba(255,255,255,.05)' } },
+                y: { ticks: { color: '#888' }, grid: { color: 'rgba(255,255,255,.05)' } }
+            }
+        }
+    });
+}
+
+function renderMetricsTable(daily) {
+    const wrap = document.getElementById('metrics-table-wrap');
+    if (!wrap) return;
+    if (!daily.length) {
+        wrap.innerHTML = '<p style="color:var(--muted);padding:12px">Aucune donnée disponible pour cette période.</p>';
+        return;
+    }
+    const rows = daily.map(r => `
+        <tr>
+            <td>${r.date || '—'}</td>
+            <td>${r.total_bets ?? '—'}</td>
+            <td>${r.bets_gagne ?? '—'}</td>
+            <td style="color:${(r.precision_pct||0)>50?'var(--green)':'var(--text)'}">${r.precision_pct != null ? r.precision_pct.toFixed(1)+' %' : '—'}</td>
+            <td style="color:${(r.roi_pct||0)>0?'var(--green)':'#f44'}">${r.roi_pct != null ? (r.roi_pct>0?'+':'')+r.roi_pct.toFixed(2)+' %' : '—'}</td>
+            <td>${r.mise_totale != null ? r.mise_totale.toFixed(2)+' €' : '—'}</td>
+            <td style="color:${(r.gain_total||0)>0?'var(--green)':'#f44'}">${r.gain_total != null ? (r.gain_total>0?'+':'')+r.gain_total.toFixed(2)+' €' : '—'}</td>
+        </tr>`).join('');
+    wrap.innerHTML = `
+        <table style="width:100%;border-collapse:collapse;font-size:.85rem">
+            <thead><tr style="color:var(--muted);border-bottom:1px solid var(--border)">
+                <th style="padding:6px 8px;text-align:left">Date</th>
+                <th style="padding:6px 8px;text-align:left">Paris</th>
+                <th style="padding:6px 8px;text-align:left">Gagnés</th>
+                <th style="padding:6px 8px;text-align:left">Précision</th>
+                <th style="padding:6px 8px;text-align:left">ROI</th>
+                <th style="padding:6px 8px;text-align:left">Mise</th>
+                <th style="padding:6px 8px;text-align:left">Gain</th>
+            </tr></thead>
+            <tbody>${rows}</tbody>
+        </table>`;
+}
+
 loadDashboard().then(initNavFromHash);
 </script>
 </body>
diff --git a/portal_server.py b/portal_server.py
index d144851..b1f5729 100755
--- a/portal_server.py
+++ b/portal_server.py
@@ -19,9 +19,13 @@ SAAS_DIR = "/home/h3r7/turf_saas"
 try:
     from saas_auth import auth_bp
     from saas_api_v1 import api_v1_bp
+    from api_v1.routes.ml_feedback import ml_feedback_bp
+    from api_v1.routes.metrics import metrics_bp
 
     app.register_blueprint(auth_bp)
     app.register_blueprint(api_v1_bp)
+    app.register_blueprint(ml_feedback_bp)
+    app.register_blueprint(metrics_bp)
     print("[portal] SaaS auth & API v1 blueprints registered ✅")
 except Exception as e:
     print(f"[portal] Warning: could not register SaaS blueprints: {e}")