diff --git a/server/dist/db/index.d.ts.map b/server/dist/db/index.d.ts.map
index 3c0a88e..3e34759 100644
--- a/server/dist/db/index.d.ts.map
+++ b/server/dist/db/index.d.ts.map
@@ -1 +1 @@
-{"version":3,"file":"index.d.ts","sourceRoot":"","sources":["../../src/db/index.ts"],"names":[],"mappings":"AACA,OAAO,QAAQ,MAAM,gBAAgB,CAAC;AAWtC,wBAAgB,KAAK,IAAI,QAAQ,CAAC,QAAQ,CAKzC;AAED,wBAAsB,MAAM,CAAC,MAAM,CAAC,EAAE,MAAM,GAAG,OAAO,CAAC,QAAQ,CAAC,QAAQ,CAAC,CA2DxE;AAshDD;;;;;;;;;;;;;;;;;;;;;;GAsBG;AACH,wBAAgB,gCAAgC,CAAC,EAAE,EAAE,QAAQ,CAAC,QAAQ,QA2BrE;AAsUD,wBAAgB,gBAAgB,IAAI,MAAM,CAIzC;AAED,wBAAgB,oBAAoB,IAAI,MAAM,CAK7C"}
\ No newline at end of file
+{"version":3,"file":"index.d.ts","sourceRoot":"","sources":["../../src/db/index.ts"],"names":[],"mappings":"AACA,OAAO,QAAQ,MAAM,gBAAgB,CAAC;AAWtC,wBAAgB,KAAK,IAAI,QAAQ,CAAC,QAAQ,CAKzC;AAED,wBAAsB,MAAM,CAAC,MAAM,CAAC,EAAE,MAAM,GAAG,OAAO,CAAC,QAAQ,CAAC,QAAQ,CAAC,CA4DxE;AAshDD;;;;;;;;;;;;;;;;;;;;;;GAsBG;AACH,wBAAgB,gCAAgC,CAAC,EAAE,EAAE,QAAQ,CAAC,QAAQ,QA2BrE;AAoXD,wBAAgB,gBAAgB,IAAI,MAAM,CAIzC;AAED,wBAAgB,oBAAoB,IAAI,MAAM,CAK7C"}
\ No newline at end of file
diff --git a/server/dist/db/index.js b/server/dist/db/index.js
index 709a90a..0814694 100644
--- a/server/dist/db/index.js
+++ b/server/dist/db/index.js
@@ -55,6 +55,7 @@ export async function initDb(dbPath) {
     seedModelCapabilities(db);
     // Must follow seedModelCapabilities — that is where the image rows are seeded.
     retireDeadCatalogRowsV22(db);
+    restoreRealtimeModelsV23(db);
     flagPaidGoogleModels(db);
     purgeLegacyBazaarlinkDiscoveries(db);
     ensureUnifiedKey(db);
@@ -1583,6 +1584,50 @@ function migrateModelsV21(db) {
     });
     apply();
 }
+/**
+ * V23 (August 2026): undo the realtime models the scout retired by mistake.
+ *
+ * The scout probes Google with generateContent. Realtime/live models are only
+ * reachable over bidiGenerateContent, so Google answers:
+ *
+ *   "models/gemini-3.1-flash-live-preview is not found for API version v1beta,
+ *    or is not supported for generateContent. Call ModelService.ListModels to
+ *    see the list of available models and their supported methods."
+ *
+ * isGoneMessage() read the 404 as removal and the streak logic disabled two
+ * models that were working perfectly. Both the message guard and the candidate
+ * query are fixed; this restores the rows the bug switched off.
+ *
+ * Scoped to rows whose ONLY capabilities are realtime/audio, so it re-enables
+ * exactly the class the probe cannot legitimately judge and never resurrects a
+ * genuinely retired chat model. Runs after seedModelCapabilities because it
+ * reads model_capabilities. Idempotent.
+ */
+function restoreRealtimeModelsV23(db) {
+    db.prepare(`
+    UPDATE models SET enabled = 1
+     WHERE enabled = 0
+       AND EXISTS (
+         SELECT 1 FROM model_capabilities c
+         WHERE c.model_db_id = models.id AND c.enabled = 1
+           AND c.capability IN ('realtime_audio', 'audio')
+       )
+       AND NOT EXISTS (
+         SELECT 1 FROM model_capabilities c2
+         WHERE c2.model_db_id = models.id AND c2.enabled = 1
+           AND c2.capability IN ('chat', 'vision')
+       )
+  `).run();
+    // Clear the streak so a stale counter cannot retire them again on the next
+    // probe before the fixed candidate query excludes them.
+    db.prepare(`
+    UPDATE model_availability SET gone_streak = 0, status = 'unknown'
+     WHERE model_db_id IN (
+       SELECT c.model_db_id FROM model_capabilities c
+       WHERE c.enabled = 1 AND c.capability IN ('realtime_audio', 'audio')
+     )
+  `).run();
+}
 /**
  * Adds model_availability.gone_streak for scout-driven auto-retirement.
  * Separate from the migrateModelsV* series because it is a schema change on an
diff --git a/server/dist/db/index.js.map b/server/dist/db/index.js.map
index d75597c..9778ac5 100644
--- a/server/dist/db/index.js.map
+++ b/server/dist/db/index.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/server/dist/services/model-scout.d.ts.map b/server/dist/services/model-scout.d.ts.map
index 5e7808e..9a4efb0 100644
--- a/server/dist/services/model-scout.d.ts.map
+++ b/server/dist/services/model-scout.d.ts.map
@@ -1 +1 @@
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diff --git a/server/dist/services/model-scout.js b/server/dist/services/model-scout.js
index a442fee..b33a35a 100644
--- a/server/dist/services/model-scout.js
+++ b/server/dist/services/model-scout.js
@@ -135,6 +135,19 @@ export function isGoneMessage(message) {
     if (m.includes('401') || m.includes('403') || m.includes('unauthorized') || m.includes('forbidden')) {
         return false;
     }
+    // "Wrong method for this model" is a 404 about the ENDPOINT, not the model.
+    // Google answers realtime/live models with:
+    //   "models/gemini-3.1-flash-live-preview is not found for API version
+    //    v1beta, or is not supported for generateContent. Call
+    //    ModelService.ListModels to see ... their supported methods."
+    // The model is alive and reachable over bidiGenerateContent; only the probe
+    // used the wrong endpoint. Treating this as removal retired two working
+    // Gemini realtime models in production.
+    if (m.includes('is not supported for')
+        || m.includes('supported methods')
+        || m.includes('not supported by')) {
+        return false;
+    }
     return m.includes('404')
         || m.includes('410')
         || m.includes('not found')
@@ -311,8 +324,26 @@ export async function checkModelAvailability(modelDbId) {
  *  while free-only mode is on so probes never spend key credit. */
 export function selectSweepCandidateIds(db) {
     const freeOnly = isFreeOnlyMode(db);
+    // The probe is a chat / generateContent call, so a model exposing only
+    // realtime, speech or embedding capabilities can never answer it. Google
+    // replies "not supported for generateContent" and the row looks dead — that
+    // retired two working Gemini realtime models in production. Probe a model
+    // only when it advertises a chat-shaped capability, or advertises none at
+    // all (the router treats an empty capability set as unrestricted).
     const rows = db.prepare(`
-    SELECT id FROM models WHERE enabled = 1 ${freeOnly ? 'AND is_free = 1' : ''}
+    SELECT m.id FROM models m
+    WHERE m.enabled = 1 ${freeOnly ? 'AND m.is_free = 1' : ''}
+      AND (
+        EXISTS (
+          SELECT 1 FROM model_capabilities c
+          WHERE c.model_db_id = m.id AND c.enabled = 1
+            AND c.capability IN ('chat', 'vision')
+        )
+        OR NOT EXISTS (
+          SELECT 1 FROM model_capabilities c2
+          WHERE c2.model_db_id = m.id AND c2.enabled = 1
+        )
+      )
   `).all();
     return rows.map(r => r.id);
 }
diff --git a/server/dist/services/model-scout.js.map b/server/dist/services/model-scout.js.map
index ce35a13..83f3c31 100644
--- a/server/dist/services/model-scout.js.map
+++ b/server/dist/services/model-scout.js.map
@@ -1 +1 @@
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\ No newline at end of file
diff --git a/server/src/__tests__/db/realtime-restore-v23.test.ts b/server/src/__tests__/db/realtime-restore-v23.test.ts
new file mode 100644
index 0000000..ed93b03
--- /dev/null
+++ b/server/src/__tests__/db/realtime-restore-v23.test.ts
@@ -0,0 +1,77 @@
+import { describe, it, expect, beforeAll } from 'vitest';
+import { initDb, getDb } from '../../db/index.js';
+import { selectSweepCandidateIds } from '../../services/model-scout.js';
+
+/**
+ * The scout probes Google with generateContent, but realtime models answer only
+ * over bidiGenerateContent — so Google returns a 404 meaning "wrong endpoint",
+ * which the retirement logic read as "removed". Two working Gemini realtime
+ * models were disabled in production as a result.
+ */
+describe('V23 realtime model restore', () => {
+  beforeAll(() => {
+    process.env.ENCRYPTION_KEY = '0'.repeat(64);
+    initDb(':memory:');
+  });
+
+  it('leaves realtime-only models enabled', () => {
+    const db = getDb();
+    const rows = db.prepare(`
+      SELECT m.model_id, m.enabled FROM models m
+      WHERE EXISTS (
+        SELECT 1 FROM model_capabilities c
+        WHERE c.model_db_id = m.id AND c.enabled = 1 AND c.capability = 'realtime_audio'
+      )
+      AND NOT EXISTS (
+        SELECT 1 FROM model_capabilities c2
+        WHERE c2.model_db_id = m.id AND c2.enabled = 1 AND c2.capability IN ('chat', 'vision')
+      )
+    `).all() as { model_id: string; enabled: number }[];
+
+    expect(rows.length, 'catalog should have realtime-only models').toBeGreaterThan(0);
+    for (const row of rows) {
+      expect(row.enabled, `${row.model_id} must not be left retired`).toBe(1);
+    }
+  });
+
+  it('excludes realtime-only models from the chat probe', () => {
+    const db = getDb();
+    const candidates = new Set(selectSweepCandidateIds(db));
+
+    const realtimeOnly = db.prepare(`
+      SELECT m.id, m.model_id FROM models m
+      WHERE EXISTS (
+        SELECT 1 FROM model_capabilities c
+        WHERE c.model_db_id = m.id AND c.enabled = 1 AND c.capability = 'realtime_audio'
+      )
+      AND NOT EXISTS (
+        SELECT 1 FROM model_capabilities c2
+        WHERE c2.model_db_id = m.id AND c2.enabled = 1 AND c2.capability IN ('chat', 'vision')
+      )
+    `).all() as { id: number; model_id: string }[];
+
+    for (const row of realtimeOnly) {
+      expect(
+        candidates.has(row.id),
+        `${row.model_id} cannot answer a generateContent probe and must not be swept`,
+      ).toBe(false);
+    }
+  });
+
+  it('still sweeps ordinary chat models', () => {
+    const db = getDb();
+    const candidates = new Set(selectSweepCandidateIds(db));
+
+    const chatModels = db.prepare(`
+      SELECT m.id, m.model_id FROM models m
+      JOIN model_capabilities c ON c.model_db_id = m.id
+      WHERE m.enabled = 1 AND m.is_free = 1 AND c.capability = 'chat' AND c.enabled = 1
+      LIMIT 5
+    `).all() as { id: number; model_id: string }[];
+
+    expect(chatModels.length).toBeGreaterThan(0);
+    for (const row of chatModels) {
+      expect(candidates.has(row.id), `${row.model_id} should still be swept`).toBe(true);
+    }
+  });
+});
diff --git a/server/src/__tests__/services/scout-auto-retire.test.ts b/server/src/__tests__/services/scout-auto-retire.test.ts
index 4e374f2..9ebce09 100644
--- a/server/src/__tests__/services/scout-auto-retire.test.ts
+++ b/server/src/__tests__/services/scout-auto-retire.test.ts
@@ -105,3 +105,32 @@ describe('recordGoneStreak', () => {
     expect(recordGoneStreak(db, modelId, true)).toBeNull();
   });
 });
+
+/**
+ * Regression: the scout retired two working Gemini realtime models.
+ *
+ * It probes Google with generateContent, but realtime models only answer over
+ * bidiGenerateContent, so Google returns a 404 that means "wrong endpoint",
+ * not "model removed". isGoneMessage matched the 404 and three cycles later
+ * both rows were disabled — while they were working perfectly in the app.
+ */
+describe('wrong-method 404s are not deprecation', () => {
+  const wrongMethod = [
+    'Google API error 404: models/gemini-3.1-flash-live-preview is not found for API version v1beta, or is not supported for generateContent. Call ModelService.ListModels to see the list of available models and their supported methods.',
+    'Google API error 404: models/gemini-2.5-flash-native-audio-preview-12-2025 is not found for API version v1beta, or is not supported for generateContent.',
+    'API error 404: this model is not supported by the completions endpoint',
+  ];
+
+  for (const msg of wrongMethod) {
+    it(`keeps the model when the endpoint is wrong: ${msg.slice(30, 78)}…`, () => {
+      expect(isGoneMessage(msg)).toBe(false);
+    });
+  }
+
+  it('still retires a genuine Google removal', () => {
+    // No "supported methods" clause — the model really is gone.
+    expect(isGoneMessage(
+      'Google API error 404: This model models/gemini-2.5-pro is no longer available to new users',
+    )).toBe(true);
+  });
+});
diff --git a/server/src/db/index.ts b/server/src/db/index.ts
index cc840a5..e8feea5 100644
--- a/server/src/db/index.ts
+++ b/server/src/db/index.ts
@@ -61,6 +61,7 @@ export async function initDb(dbPath?: string): Promise<Database.Database> {
   seedModelCapabilities(db);
   // Must follow seedModelCapabilities — that is where the image rows are seeded.
   retireDeadCatalogRowsV22(db);
+  restoreRealtimeModelsV23(db);
   flagPaidGoogleModels(db);
   purgeLegacyBazaarlinkDiscoveries(db);
   ensureUnifiedKey(db);
@@ -1803,6 +1804,52 @@ function migrateModelsV21(db: Database.Database) {
   });
   apply();}
 
+/**
+ * V23 (August 2026): undo the realtime models the scout retired by mistake.
+ *
+ * The scout probes Google with generateContent. Realtime/live models are only
+ * reachable over bidiGenerateContent, so Google answers:
+ *
+ *   "models/gemini-3.1-flash-live-preview is not found for API version v1beta,
+ *    or is not supported for generateContent. Call ModelService.ListModels to
+ *    see the list of available models and their supported methods."
+ *
+ * isGoneMessage() read the 404 as removal and the streak logic disabled two
+ * models that were working perfectly. Both the message guard and the candidate
+ * query are fixed; this restores the rows the bug switched off.
+ *
+ * Scoped to rows whose ONLY capabilities are realtime/audio, so it re-enables
+ * exactly the class the probe cannot legitimately judge and never resurrects a
+ * genuinely retired chat model. Runs after seedModelCapabilities because it
+ * reads model_capabilities. Idempotent.
+ */
+function restoreRealtimeModelsV23(db: Database.Database) {
+  db.prepare(`
+    UPDATE models SET enabled = 1
+     WHERE enabled = 0
+       AND EXISTS (
+         SELECT 1 FROM model_capabilities c
+         WHERE c.model_db_id = models.id AND c.enabled = 1
+           AND c.capability IN ('realtime_audio', 'audio')
+       )
+       AND NOT EXISTS (
+         SELECT 1 FROM model_capabilities c2
+         WHERE c2.model_db_id = models.id AND c2.enabled = 1
+           AND c2.capability IN ('chat', 'vision')
+       )
+  `).run();
+
+  // Clear the streak so a stale counter cannot retire them again on the next
+  // probe before the fixed candidate query excludes them.
+  db.prepare(`
+    UPDATE model_availability SET gone_streak = 0, status = 'unknown'
+     WHERE model_db_id IN (
+       SELECT c.model_db_id FROM model_capabilities c
+       WHERE c.enabled = 1 AND c.capability IN ('realtime_audio', 'audio')
+     )
+  `).run();
+}
+
 /**
  * Adds model_availability.gone_streak for scout-driven auto-retirement.
  * Separate from the migrateModelsV* series because it is a schema change on an
diff --git a/server/src/services/model-scout.ts b/server/src/services/model-scout.ts
index 16296a9..727dd4a 100644
--- a/server/src/services/model-scout.ts
+++ b/server/src/services/model-scout.ts
@@ -201,6 +201,21 @@ export function isGoneMessage(message: string | undefined): boolean {
   if (m.includes('401') || m.includes('403') || m.includes('unauthorized') || m.includes('forbidden')) {
     return false;
   }
+  // "Wrong method for this model" is a 404 about the ENDPOINT, not the model.
+  // Google answers realtime/live models with:
+  //   "models/gemini-3.1-flash-live-preview is not found for API version
+  //    v1beta, or is not supported for generateContent. Call
+  //    ModelService.ListModels to see ... their supported methods."
+  // The model is alive and reachable over bidiGenerateContent; only the probe
+  // used the wrong endpoint. Treating this as removal retired two working
+  // Gemini realtime models in production.
+  if (
+    m.includes('is not supported for')
+    || m.includes('supported methods')
+    || m.includes('not supported by')
+  ) {
+    return false;
+  }
   return m.includes('404')
     || m.includes('410')
     || m.includes('not found')
@@ -414,8 +429,26 @@ export async function checkModelAvailability(modelDbId: number): Promise<Availab
  *  while free-only mode is on so probes never spend key credit. */
 export function selectSweepCandidateIds(db: ReturnType<typeof getDb>): number[] {
   const freeOnly = isFreeOnlyMode(db);
+  // The probe is a chat / generateContent call, so a model exposing only
+  // realtime, speech or embedding capabilities can never answer it. Google
+  // replies "not supported for generateContent" and the row looks dead — that
+  // retired two working Gemini realtime models in production. Probe a model
+  // only when it advertises a chat-shaped capability, or advertises none at
+  // all (the router treats an empty capability set as unrestricted).
   const rows = db.prepare(`
-    SELECT id FROM models WHERE enabled = 1 ${freeOnly ? 'AND is_free = 1' : ''}
+    SELECT m.id FROM models m
+    WHERE m.enabled = 1 ${freeOnly ? 'AND m.is_free = 1' : ''}
+      AND (
+        EXISTS (
+          SELECT 1 FROM model_capabilities c
+          WHERE c.model_db_id = m.id AND c.enabled = 1
+            AND c.capability IN ('chat', 'vision')
+        )
+        OR NOT EXISTS (
+          SELECT 1 FROM model_capabilities c2
+          WHERE c2.model_db_id = m.id AND c2.enabled = 1
+        )
+      )
   `).all() as { id: number }[];
   return rows.map(r => r.id);
 }