diff --git a/package.json b/package.json
index db51536..19b3e2e 100644
--- a/package.json
+++ b/package.json
@@ -1,7 +1,7 @@
 {
   "name": "kimiswitch",
   "private": true,
-  "version": "0.7.7",
+  "version": "0.7.8",
   "type": "module",
   "scripts": {
     "dev": "vite",
diff --git a/release-notes-v0.7.8.md b/release-notes-v0.7.8.md
new file mode 100644
index 0000000..0df5aff
--- /dev/null
+++ b/release-notes-v0.7.8.md
@@ -0,0 +1,13 @@
+## v0.7.8
+
+### 修复：模型用量上下显示不同步
+
+- 修复同一供应商卡片上，上方用量摘要（含 🔄 刷新按钮）刷新后、下方用量进度条仍停留在旧数据的问题（如上方 24% vs 下方 8%）
+- 用量查询状态提升至卡片层统一持有：点刷新、自动轮询后，两处显示同帧同步更新
+- 自动刷新间隔不再只挂在其中一处显示上，每卡片恰好一份定时器，行为不变
+
+### 实验功能开关同步 kimi-code 最新旗标注册表
+
+- 高级设置的实验功能清单对齐 kimi-code 上游 v2 旗标注册表（7 项）
+- 新增开关：**Tower 模式**（多智能体协同，/tower 命令切换）、**子代理 Fork 上下文**（Agent/AgentSwarm 携带主代理会话快照）、**WaitFor 工具**（回合内等待后台任务）、**自动会话标题**（托管 chat_title 工具）
+- 移除上游已废弃的 **ACP v2 协议** 开关（手写进 config.toml 的配置仍会完整保留）
diff --git a/src-tauri/Cargo.lock b/src-tauri/Cargo.lock
index a215e8c..dc88efc 100644
--- a/src-tauri/Cargo.lock
+++ b/src-tauri/Cargo.lock
@@ -1978,7 +1978,7 @@ dependencies = [
 
 [[package]]
 name = "kimiswitch"
-version = "0.7.7"
+version = "0.7.8"
 dependencies = [
  "anyhow",
  "chrono",
diff --git a/src-tauri/Cargo.toml b/src-tauri/Cargo.toml
index b5ca9ba..21092a6 100644
--- a/src-tauri/Cargo.toml
+++ b/src-tauri/Cargo.toml
@@ -1,6 +1,6 @@
 [package]
 name = "kimiswitch"
-version = "0.7.7"
+version = "0.7.8"
 description = "Kimi Switch - model config manager"
 authors = ["codingplan.site"]
 edition = "2021"
diff --git a/src-tauri/tauri.conf.json b/src-tauri/tauri.conf.json
index 767ad3d..ef65ab1 100644
--- a/src-tauri/tauri.conf.json
+++ b/src-tauri/tauri.conf.json
@@ -1,6 +1,6 @@
 {
   "productName": "Kimi Switch",
-  "version": "0.7.7",
+  "version": "0.7.8",
   "identifier": "com.kimiswitch.app",
   "build": {
     "beforeDevCommand": "npm run dev",
diff --git a/src/components/ProviderList.tsx b/src/components/ProviderList.tsx
index 22bbe95..6089ddd 100644
--- a/src/components/ProviderList.tsx
+++ b/src/components/ProviderList.tsx
@@ -4,6 +4,7 @@ import { Pencil, Copy, Activity, Loader2, Trash2, BarChart3 } from "lucide-react
 import { useTranslation } from "../i18n";
 import { ProviderIcon } from "./ProviderIcon";
 import { UsageFooter } from "./UsageFooter";
+import { useUsageQuery } from "../hooks/useUsageQuery";
 import type { Agent, Model, Provider } from "../types";
 
 interface ConnectivityResult {
@@ -32,6 +33,228 @@ interface ProviderListProps {
   agent: Agent;
 }
 
+interface ProviderCardProps {
+  provider: Provider;
+  agent: Agent;
+  defaultModel: string | null;
+  models: Record<string, Model>;
+  /** Inline connectivity-test state for this provider, or undefined when idle. */
+  ts: TestState | undefined;
+  onEdit: (name: string) => void;
+  onDelete: (name: string) => void;
+  onDuplicate: (name: string) => void;
+  onSwitchProvider: (name: string) => void;
+  onConfigureUsage: (name: string) => void;
+  onTest: (provider: Provider) => void;
+}
+
+function ProviderCard({
+  provider,
+  agent,
+  defaultModel,
+  models,
+  ts,
+  onEdit,
+  onDelete,
+  onDuplicate,
+  onSwitchProvider,
+  onConfigureUsage,
+  onTest,
+}: ProviderCardProps) {
+  const { t } = useTranslation();
+  // Usage query state lives once per card; both the compact (card header) and
+  // detail (footer) UsageFooter variants read this same state, so a refresh
+  // from either side updates both.
+  const usage = useUsageQuery(
+    agent,
+    provider.name,
+    provider.usageKinds,
+    provider.usageConfig?.autoQueryIntervalMinutes
+  );
+  const providerModels = Object.values(models).filter(
+    (m) => m.provider === provider.name
+  );
+  const defaultModelName = defaultModel
+    ? models[defaultModel]?.model || models[defaultModel]?.display_name || defaultModel
+    : null;
+  const isActive = provider.active === true;
+
+  return (
+    <div
+      className={`group relative flex flex-col gap-3 p-4 rounded-xl border transition-colors cursor-pointer w-full ${
+        isActive
+          ? "bg-green-50 dark:bg-green-900/10 border-green-300 dark:border-green-500/30 hover:border-green-400 dark:border-green-500/50 hover:bg-green-100 dark:bg-green-900/20"
+          : "bg-panel border-border hover:border-strong hover:bg-hover"
+      }`}
+      onClick={() => onEdit(provider.name)}
+    >
+      <div className="flex items-center gap-4 w-full">
+      <ProviderIcon
+        name={provider.name}
+        icon={provider.icon}
+        color={provider.icon_color}
+        size={44}
+      />
+
+      <div className="flex-1 min-w-0">
+        <div className="flex items-center gap-2">
+          <h3 className="font-semibold text-content-primary truncate">
+            {provider.name}
+          </h3>
+          {isActive && (
+            <span className="text-xs px-2 py-0.5 rounded-full bg-green-100 dark:bg-green-900/30 text-green-600 dark:text-green-400 border border-green-300 dark:border-green-500/30">
+              {t("inUse")}
+            </span>
+          )}
+          {provider.note && (
+            <span className="text-xs text-content-muted truncate max-w-[200px]">
+              {provider.note}
+            </span>
+          )}
+        </div>
+        <div className="mt-1 flex items-center gap-3 text-sm text-content-muted flex-wrap">
+          <span className="font-mono text-xs">
+            {provider.official_url || provider.base_url || t("noUrl")}
+          </span>
+          <span className="text-xs px-2 py-0.5 rounded-full bg-hover-2 text-content-muted border border-border">
+            {provider.provider_type}
+          </span>
+          <span className="text-xs">
+            {t("modelCount", { count: providerModels.length })}
+          </span>
+        </div>
+      </div>
+
+      <div className="flex items-center flex-wrap justify-end gap-2">
+        {defaultModel &&
+          models[defaultModel]?.provider === provider.name && (
+            <span className="text-xs px-2 py-1 rounded-full bg-green-100 dark:bg-green-900/30 text-green-600 dark:text-green-400 border border-green-300 dark:border-green-500/20">
+              {t("defaultModel", { name: defaultModelName ?? "" })}
+            </span>
+          )}
+        {/* inline connectivity test result */}
+        {ts && ts.status !== "testing" && (
+          <span
+            className={`text-xs px-2 py-0.5 rounded-full border tabular-nums ${
+              ts.status === "ok"
+                ? ts.latency && ts.latency > 6000
+                  ? "bg-orange-100 dark:bg-orange-900/30 text-orange-600 dark:text-orange-400 border-orange-300 dark:border-orange-500/30"
+                  : "bg-green-100 dark:bg-green-900/30 text-green-600 dark:text-green-400 border-green-300 dark:border-green-500/30"
+                : "bg-red-100 dark:bg-red-900/30 text-red-500 dark:text-red-400 border-red-300 dark:border-red-500/30"
+            }`}
+            title={
+              ts.status === "fail"
+                ? ts.error || t("connectivityFail", { name: provider.name, error: "" })
+                : ts.latency && ts.latency > 6000
+                  ? t("connectivitySlow", { name: provider.name, latency: ts.latency ?? 0 })
+                  : t("connectivityOk", { name: provider.name, latency: ts.latency ?? 0 })
+            }
+          >
+            {ts.status === "ok" ? `${ts.latency}ms` : "✕"}
+          </span>
+        )}
+        {/* compact usage summary — sits left of the switch button,
+            mirroring cc-switch's card layout (usage → action buttons) */}
+        {(provider.usageKinds?.length ?? 0) > 0 && (
+          <UsageFooter usage={usage} variant="compact" />
+        )}
+        <button
+          type="button"
+          onClick={(e) => {
+            e.stopPropagation();
+            onSwitchProvider(provider.name);
+          }}
+          className={`px-3 py-1.5 text-sm rounded focus:ring-2 focus:outline-none ${
+            isActive
+              ? "bg-green-600 hover:bg-green-700 text-white focus:ring-green-500"
+              : "bg-blue-600 hover:bg-blue-700 text-white focus:ring-blue-500"
+          }`}
+        >
+          {isActive ? t("inUse") : t("switchTo")}
+        </button>
+        {agent === "kimi_code" && (
+          <span
+            className="text-sm text-content-muted hover:text-content-primary cursor-help select-none"
+            title={t("switchReloadHint")}
+            aria-label={t("switchReloadHint")}
+          >
+            ⓘ
+          </span>
+        )}
+
+        {/* icon button group */}
+        <button
+          type="button"
+          onClick={(e) => {
+            e.stopPropagation();
+            onEdit(provider.name);
+          }}
+          title={t("edit")}
+          className={iconBtn}
+          aria-label={t("edit")}
+        >
+          <Pencil className="w-4 h-4" />
+        </button>
+        <button
+          type="button"
+          onClick={(e) => {
+            e.stopPropagation();
+            onDuplicate(provider.name);
+          }}
+          title={t("copyProvider")}
+          className={iconBtn}
+          aria-label={t("copyProvider")}
+        >
+          <Copy className="w-4 h-4" />
+        </button>
+        <button
+          type="button"
+          onClick={(e) => {
+            e.stopPropagation();
+            onTest(provider);
+          }}
+          disabled={ts?.status === "testing"}
+          title={t("testConnectivity")}
+          className={`${iconBtn} disabled:opacity-50`}
+          aria-label={t("testConnectivity")}
+        >
+          {ts?.status === "testing" ? (
+            <Loader2 className="w-4 h-4 animate-spin" />
+          ) : (
+            <Activity className="w-4 h-4" />
+          )}
+        </button>
+        <button
+          type="button"
+          onClick={(e) => {
+            e.stopPropagation();
+            onConfigureUsage(provider.name);
+          }}
+          title={t("usageConfigBtn")}
+          className={iconBtn}
+          aria-label={t("usageConfigBtn")}
+        >
+          <BarChart3 className="w-4 h-4" />
+        </button>
+        <button
+          type="button"
+          onClick={(e) => {
+            e.stopPropagation();
+            onDelete(provider.name);
+          }}
+          title={t("delete")}
+          className={`${iconBtn} hover:text-red-400 hover:border-red-500/30 hover:bg-red-900/20`}
+          aria-label={t("delete")}
+        >
+          <Trash2 className="w-4 h-4" />
+        </button>
+      </div>
+      </div>
+      <UsageFooter usage={usage} variant="detail" />
+    </div>
+  );
+}
+
 const iconBtn =
   "w-8 h-8 flex items-center justify-center rounded border border-border text-content-muted hover:text-content-primary hover:bg-hover-2 focus:ring-2 focus:ring-blue-500 focus:outline-none transition-colors";
 
@@ -139,205 +362,22 @@ export function ProviderList({
           </div>
         ) : (
           <div className="grid grid-cols-1 gap-3 w-full">
-            {sortedProviders.map((provider) => {
-              const providerModels = Object.values(models).filter(
-                (m) => m.provider === provider.name
-              );
-              const defaultModelName = defaultModel
-                ? models[defaultModel]?.model || models[defaultModel]?.display_name || defaultModel
-                : null;
-              const isActive = provider.active === true;
-              const ts = testState[provider.name];
-
-              return (
-                <div
-                  key={provider.name}
-                  className={`group relative flex flex-col gap-3 p-4 rounded-xl border transition-colors cursor-pointer w-full ${
-                    isActive
-                      ? "bg-green-50 dark:bg-green-900/10 border-green-300 dark:border-green-500/30 hover:border-green-400 dark:border-green-500/50 hover:bg-green-100 dark:bg-green-900/20"
-                      : "bg-panel border-border hover:border-strong hover:bg-hover"
-                  }`}
-                  onClick={() => onEdit(provider.name)}
-                >
-                  <div className="flex items-center gap-4 w-full">
-                  <ProviderIcon
-                    name={provider.name}
-                    icon={provider.icon}
-                    color={provider.icon_color}
-                    size={44}
-                  />
-
-                  <div className="flex-1 min-w-0">
-                    <div className="flex items-center gap-2">
-                      <h3 className="font-semibold text-content-primary truncate">
-                        {provider.name}
-                      </h3>
-                      {isActive && (
-                        <span className="text-xs px-2 py-0.5 rounded-full bg-green-100 dark:bg-green-900/30 text-green-600 dark:text-green-400 border border-green-300 dark:border-green-500/30">
-                          {t("inUse")}
-                        </span>
-                      )}
-                      {provider.note && (
-                        <span className="text-xs text-content-muted truncate max-w-[200px]">
-                          {provider.note}
-                        </span>
-                      )}
-                    </div>
-                    <div className="mt-1 flex items-center gap-3 text-sm text-content-muted flex-wrap">
-                      <span className="font-mono text-xs">
-                        {provider.official_url || provider.base_url || t("noUrl")}
-                      </span>
-                      <span className="text-xs px-2 py-0.5 rounded-full bg-hover-2 text-content-muted border border-border">
-                        {provider.provider_type}
-                      </span>
-                      <span className="text-xs">
-                        {t("modelCount", { count: providerModels.length })}
-                      </span>
-                    </div>
-                  </div>
-
-                  <div className="flex items-center flex-wrap justify-end gap-2">
-                    {defaultModel &&
-                      models[defaultModel]?.provider === provider.name && (
-                        <span className="text-xs px-2 py-1 rounded-full bg-green-100 dark:bg-green-900/30 text-green-600 dark:text-green-400 border border-green-300 dark:border-green-500/20">
-                          {t("defaultModel", { name: defaultModelName ?? "" })}
-                        </span>
-                      )}
-                    {/* inline connectivity test result */}
-                    {ts && ts.status !== "testing" && (
-                      <span
-                        className={`text-xs px-2 py-0.5 rounded-full border tabular-nums ${
-                          ts.status === "ok"
-                            ? ts.latency && ts.latency > 6000
-                              ? "bg-orange-100 dark:bg-orange-900/30 text-orange-600 dark:text-orange-400 border-orange-300 dark:border-orange-500/30"
-                              : "bg-green-100 dark:bg-green-900/30 text-green-600 dark:text-green-400 border-green-300 dark:border-green-500/30"
-                            : "bg-red-100 dark:bg-red-900/30 text-red-500 dark:text-red-400 border-red-300 dark:border-red-500/30"
-                        }`}
-                        title={
-                          ts.status === "fail"
-                            ? ts.error || t("connectivityFail", { name: provider.name, error: "" })
-                            : ts.latency && ts.latency > 6000
-                              ? t("connectivitySlow", { name: provider.name, latency: ts.latency ?? 0 })
-                              : t("connectivityOk", { name: provider.name, latency: ts.latency ?? 0 })
-                        }
-                      >
-                        {ts.status === "ok" ? `${ts.latency}ms` : "✕"}
-                      </span>
-                    )}
-                    {/* compact usage summary — sits left of the switch button,
-                        mirroring cc-switch's card layout (usage → action buttons) */}
-                    {(provider.usageKinds?.length ?? 0) > 0 && (
-                      <UsageFooter
-                        agent={agent}
-                        providerName={provider.name}
-                        usageKinds={provider.usageKinds}
-                        variant="compact"
-                        autoIntervalMinutes={
-                          provider.usageConfig?.autoQueryIntervalMinutes
-                        }
-                      />
-                    )}
-                    <button
-                      type="button"
-                      onClick={(e) => {
-                        e.stopPropagation();
-                        onSwitchProvider(provider.name);
-                      }}
-                      className={`px-3 py-1.5 text-sm rounded focus:ring-2 focus:outline-none ${
-                        isActive
-                          ? "bg-green-600 hover:bg-green-700 text-white focus:ring-green-500"
-                          : "bg-blue-600 hover:bg-blue-700 text-white focus:ring-blue-500"
-                      }`}
-                    >
-                      {isActive ? t("inUse") : t("switchTo")}
-                    </button>
-                    {agent === "kimi_code" && (
-                      <span
-                        className="text-sm text-content-muted hover:text-content-primary cursor-help select-none"
-                        title={t("switchReloadHint")}
-                        aria-label={t("switchReloadHint")}
-                      >
-                        ⓘ
-                      </span>
-                    )}
-
-                    {/* icon button group */}
-                    <button
-                      type="button"
-                      onClick={(e) => {
-                        e.stopPropagation();
-                        onEdit(provider.name);
-                      }}
-                      title={t("edit")}
-                      className={iconBtn}
-                      aria-label={t("edit")}
-                    >
-                      <Pencil className="w-4 h-4" />
-                    </button>
-                    <button
-                      type="button"
-                      onClick={(e) => {
-                        e.stopPropagation();
-                        onDuplicate(provider.name);
-                      }}
-                      title={t("copyProvider")}
-                      className={iconBtn}
-                      aria-label={t("copyProvider")}
-                    >
-                      <Copy className="w-4 h-4" />
-                    </button>
-                    <button
-                      type="button"
-                      onClick={(e) => {
-                        e.stopPropagation();
-                        handleTest(provider);
-                      }}
-                      disabled={ts?.status === "testing"}
-                      title={t("testConnectivity")}
-                      className={`${iconBtn} disabled:opacity-50`}
-                      aria-label={t("testConnectivity")}
-                    >
-                      {ts?.status === "testing" ? (
-                        <Loader2 className="w-4 h-4 animate-spin" />
-                      ) : (
-                        <Activity className="w-4 h-4" />
-                      )}
-                    </button>
-                    <button
-                      type="button"
-                      onClick={(e) => {
-                        e.stopPropagation();
-                        onConfigureUsage(provider.name);
-                      }}
-                      title={t("usageConfigBtn")}
-                      className={iconBtn}
-                      aria-label={t("usageConfigBtn")}
-                    >
-                      <BarChart3 className="w-4 h-4" />
-                    </button>
-                    <button
-                      type="button"
-                      onClick={(e) => {
-                        e.stopPropagation();
-                        onDelete(provider.name);
-                      }}
-                      title={t("delete")}
-                      className={`${iconBtn} hover:text-red-400 hover:border-red-500/30 hover:bg-red-900/20`}
-                      aria-label={t("delete")}
-                    >
-                      <Trash2 className="w-4 h-4" />
-                    </button>
-                  </div>
-                  </div>
-                  <UsageFooter
-                    agent={agent}
-                    providerName={provider.name}
-                    usageKinds={provider.usageKinds}
-                    variant="detail"
-                  />
-                </div>
-              );
-            })}
+            {sortedProviders.map((provider) => (
+              <ProviderCard
+                key={provider.name}
+                provider={provider}
+                agent={agent}
+                defaultModel={defaultModel}
+                models={models}
+                ts={testState[provider.name]}
+                onEdit={onEdit}
+                onDelete={onDelete}
+                onDuplicate={onDuplicate}
+                onSwitchProvider={onSwitchProvider}
+                onConfigureUsage={onConfigureUsage}
+                onTest={handleTest}
+              />
+            ))}
           </div>
         )}
       </div>
diff --git a/src/components/SubagentSettingsPage.tsx b/src/components/SubagentSettingsPage.tsx
index c8b2d85..6c3486d 100644
--- a/src/components/SubagentSettingsPage.tsx
+++ b/src/components/SubagentSettingsPage.tsx
@@ -44,11 +44,17 @@ const EFFORT_LABELS: Record<(typeof EFFORTS)[number], TranslationKey> = {
 const FLAG_LABELS: Record<string, { name: TranslationKey; desc: TranslationKey }> = {
   "secondary-model": { name: "flagSecondaryModel", desc: "flagSecondaryModelDesc" },
   "tool-select": { name: "flagToolSelect", desc: "flagToolSelectDesc" },
-  "acp-v2": { name: "flagAcpV2", desc: "flagAcpV2Desc" },
   persistence_minidb_readmodel: {
     name: "flagMinidbReadmodel",
     desc: "flagMinidbReadmodelDesc",
   },
+  tower: { name: "flagTower", desc: "flagTowerDesc" },
+  subagent_fork: { name: "flagSubagentFork", desc: "flagSubagentForkDesc" },
+  wait_for: { name: "flagWaitFor", desc: "flagWaitForDesc" },
+  auto_session_title: {
+    name: "flagAutoSessionTitle",
+    desc: "flagAutoSessionTitleDesc",
+  },
 };
 
 /** Validation-error i18n key per engine rule, for the pre-write self-check. */
diff --git a/src/components/UsageFooter.tsx b/src/components/UsageFooter.tsx
index 61331dc..6cc2cb9 100644
--- a/src/components/UsageFooter.tsx
+++ b/src/components/UsageFooter.tsx
@@ -1,175 +1,23 @@
-import { useCallback, useEffect, useRef, useState } from "react";
-import { invoke } from "@tauri-apps/api/core";
+import { useEffect, useState } from "react";
 import { Loader2, RefreshCw } from "lucide-react";
 import { useTranslation } from "../i18n";
 import { localizeUsageError, planLabel } from "../lib/usage-display";
-import type { Agent } from "../types";
-
-interface UsageData {
-  planName?: string | null;
-  remaining?: number | null;
-  total?: number | null;
-  used?: number | null;
-  unit?: string | null;
-  isValid?: boolean | null;
-  resetsAt?: string | null;
-}
-
-interface UsageResult {
-  success: boolean;
-  data?: UsageData[] | null;
-  error?: string | null;
-}
-
-type UsageStatus = "idle" | "loading" | "success" | "error";
-
-interface CacheEntry {
-  status: "success" | "error";
-  data: UsageData[];
-  /** Raw error text from Rust; null = transient failure (invoke rejected). */
-  error: string | null;
-  updatedAt: number;
-}
-
-// Module-level cache shared across mounts: re-entering the list within the
-// stale TTL shows the last result without firing new requests. Both the
-// compact (card header) and detail (footer) variants read this same cache.
-const STALE_TTL_MS = 5 * 60 * 1000;
-const cache = new Map<string, CacheEntry>();
-
-// Simple semaphore: at most MAX_CONCURRENT queries in flight at once.
-const MAX_CONCURRENT = 3;
-let running = 0;
-const waiters: Array<() => void> = [];
-async function acquireSlot(): Promise<void> {
-  if (running >= MAX_CONCURRENT) {
-    await new Promise<void>((resolve) => waiters.push(resolve));
-  }
-  running += 1;
-}
-function releaseSlot(): void {
-  running -= 1;
-  waiters.shift()?.();
-}
+import type { UsageData, UsageQueryState } from "../hooks/useUsageQuery";
 
 interface UsageFooterProps {
-  agent: Agent;
-  providerName: string;
-  usageKinds?: string[];
+  /** Query state lifted to the provider card via useUsageQuery. Both the
+   * compact (card header) and detail (footer) variants read the same state,
+   * so a refresh from either updates both. */
+  usage: UsageQueryState;
   /** "detail" (default) renders the multi-line footer; "compact" renders a
    * one-line summary + last-updated + refresh button for the card header. */
   variant?: "detail" | "compact";
-  /** Auto query interval in minutes; only wired on the compact variant so
-   * both variants do not double-fire. 0/undefined = manual only. */
-  autoIntervalMinutes?: number;
 }
 
-export function UsageFooter({
-  agent,
-  providerName,
-  usageKinds,
-  variant = "detail",
-  autoIntervalMinutes,
-}: UsageFooterProps) {
+export function UsageFooter({ usage, variant = "detail" }: UsageFooterProps) {
   const { t } = useTranslation();
-  const supported = (usageKinds?.length ?? 0) > 0;
-  // Cache key includes the agent so a Kimi Code provider and a Pi provider
-  // with the same name do not clobber each other's cached result.
-  const cacheKey = `${agent}:${providerName}`;
-
-  const [status, setStatus] = useState<UsageStatus>("idle");
-  const [data, setData] = useState<UsageData[]>([]);
-  /** undefined = no error; null = network error; string = Rust error text. */
-  const [error, setError] = useState<string | null | undefined>(undefined);
-  const [updatedAt, setUpdatedAt] = useState<number | null>(null);
+  const { status, data, error, updatedAt, supported, refresh } = usage;
   const [now, setNow] = useState(() => Date.now());
-  // Generation counter: stale responses (unmounted / superseded query) are ignored.
-  const genRef = useRef(0);
-
-  const runQuery = useCallback(
-    async (forceRefresh: boolean) => {
-      const gen = ++genRef.current;
-      setStatus("loading");
-      setError(undefined);
-      const finish = (entry: CacheEntry) => {
-        cache.set(cacheKey, entry);
-        if (genRef.current !== gen) return;
-        setStatus(entry.status);
-        setData(entry.data);
-        setError(entry.error);
-        setUpdatedAt(entry.updatedAt);
-      };
-      try {
-        await acquireSlot();
-        let result: UsageResult;
-        try {
-          result = await invoke<UsageResult>("query_provider_usage", {
-            agent,
-            providerName,
-            forceRefresh,
-          });
-        } finally {
-          releaseSlot();
-        }
-        if (genRef.current !== gen) return;
-        if (result.success) {
-          finish({
-            status: "success",
-            data: result.data ?? [],
-            error: null,
-            updatedAt: Date.now(),
-          });
-        } else {
-          // Deterministic failure: keep last good data for ghost display.
-          finish({
-            status: "error",
-            data: cache.get(cacheKey)?.data ?? [],
-            error: result.error ?? "",
-            updatedAt: Date.now(),
-          });
-        }
-      } catch {
-        // Transient failure (network / timeout): invoke rejected.
-        finish({
-          status: "error",
-          data: cache.get(cacheKey)?.data ?? [],
-          error: null,
-          updatedAt: Date.now(),
-        });
-      }
-    },
-    [agent, providerName, cacheKey]
-  );
-
-  // On mount / provider change: serve fresh cache, otherwise query once.
-  useEffect(() => {
-    if (!supported) return;
-    const cached = cache.get(cacheKey);
-    if (cached) {
-      setStatus(cached.status);
-      setData(cached.data);
-      setError(cached.error);
-      setUpdatedAt(cached.updatedAt);
-      if (Date.now() - cached.updatedAt < STALE_TTL_MS) return;
-    }
-    void runQuery(false);
-  }, [supported, cacheKey, runQuery]);
-
-  // Ignore late responses after unmount.
-  useEffect(() => {
-    return () => {
-      genRef.current += 1;
-    };
-  }, []);
-
-  // Auto query interval (compact variant only, to avoid double-firing).
-  useEffect(() => {
-    if (variant !== "compact" || !supported) return;
-    const mins = autoIntervalMinutes ?? 0;
-    if (mins <= 0) return;
-    const id = setInterval(() => void runQuery(false), mins * 60_000);
-    return () => clearInterval(id);
-  }, [variant, supported, autoIntervalMinutes, runQuery]);
 
   // Tick relative times once a minute while showing data.
   useEffect(() => {
@@ -226,7 +74,7 @@ export function UsageFooter({
       type="button"
       onClick={(e) => {
         e.stopPropagation();
-        void runQuery(true);
+        void refresh(true);
       }}
       disabled={status === "loading"}
       title={t("usageRefresh")}
@@ -344,7 +192,7 @@ export function UsageFooter({
           type="button"
           onClick={(e) => {
             e.stopPropagation();
-            void runQuery(true);
+            void refresh(true);
           }}
           className="ml-auto shrink-0 px-2 py-0.5 rounded border border-red-300 dark:border-red-500/30 text-red-500 dark:text-red-400 hover:bg-red-50 dark:hover:bg-red-900/20 transition-colors"
         >
diff --git a/src/hooks/useUsageQuery.ts b/src/hooks/useUsageQuery.ts
new file mode 100644
index 0000000..0b9f1db
--- /dev/null
+++ b/src/hooks/useUsageQuery.ts
@@ -0,0 +1,174 @@
+import { useCallback, useEffect, useRef, useState } from "react";
+import { invoke } from "@tauri-apps/api/core";
+import type { Agent } from "../types";
+
+export interface UsageData {
+  planName?: string | null;
+  remaining?: number | null;
+  total?: number | null;
+  used?: number | null;
+  unit?: string | null;
+  isValid?: boolean | null;
+  resetsAt?: string | null;
+}
+
+export interface UsageResult {
+  success: boolean;
+  data?: UsageData[] | null;
+  error?: string | null;
+}
+
+export type UsageStatus = "idle" | "loading" | "success" | "error";
+
+export interface CacheEntry {
+  status: "success" | "error";
+  data: UsageData[];
+  /** Raw error text from Rust; null = transient failure (invoke rejected). */
+  error: string | null;
+  updatedAt: number;
+}
+
+// Module-level cache shared across mounts: re-entering the list within the
+// stale TTL shows the last result without firing new requests. Both the
+// compact (card header) and detail (footer) variants read this same cache.
+const STALE_TTL_MS = 5 * 60 * 1000;
+const cache = new Map<string, CacheEntry>();
+
+// Simple semaphore: at most MAX_CONCURRENT queries in flight at once.
+const MAX_CONCURRENT = 3;
+let running = 0;
+const waiters: Array<() => void> = [];
+async function acquireSlot(): Promise<void> {
+  if (running >= MAX_CONCURRENT) {
+    await new Promise<void>((resolve) => waiters.push(resolve));
+  }
+  running += 1;
+}
+function releaseSlot(): void {
+  running -= 1;
+  waiters.shift()?.();
+}
+
+export interface UsageQueryState {
+  status: UsageStatus;
+  data: UsageData[];
+  error: string | null | undefined;
+  updatedAt: number | null;
+  refresh: (force: boolean) => void;
+  supported: boolean;
+}
+
+export function useUsageQuery(
+  agent: Agent,
+  providerName: string,
+  usageKinds?: string[],
+  autoIntervalMinutes?: number
+): UsageQueryState {
+  const supported = (usageKinds?.length ?? 0) > 0;
+  // Cache key includes the agent so a Kimi Code provider and a Pi provider
+  // with the same name do not clobber each other's cached result.
+  const cacheKey = `${agent}:${providerName}`;
+
+  const [status, setStatus] = useState<UsageStatus>("idle");
+  const [data, setData] = useState<UsageData[]>([]);
+  /** undefined = no error; null = network error; string = Rust error text. */
+  const [error, setError] = useState<string | null | undefined>(undefined);
+  const [updatedAt, setUpdatedAt] = useState<number | null>(null);
+  // Generation counter: stale responses (unmounted / superseded query) are ignored.
+  const genRef = useRef(0);
+
+  const runQuery = useCallback(
+    async (forceRefresh: boolean) => {
+      const gen = ++genRef.current;
+      setStatus("loading");
+      setError(undefined);
+      const finish = (entry: CacheEntry) => {
+        cache.set(cacheKey, entry);
+        if (genRef.current !== gen) return;
+        setStatus(entry.status);
+        setData(entry.data);
+        setError(entry.error);
+        setUpdatedAt(entry.updatedAt);
+      };
+      try {
+        await acquireSlot();
+        let result: UsageResult;
+        try {
+          result = await invoke<UsageResult>("query_provider_usage", {
+            agent,
+            providerName,
+            forceRefresh,
+          });
+        } finally {
+          releaseSlot();
+        }
+        if (genRef.current !== gen) return;
+        if (result.success) {
+          finish({
+            status: "success",
+            data: result.data ?? [],
+            error: null,
+            updatedAt: Date.now(),
+          });
+        } else {
+          // Deterministic failure: keep last good data for ghost display.
+          finish({
+            status: "error",
+            data: cache.get(cacheKey)?.data ?? [],
+            error: result.error ?? "",
+            updatedAt: Date.now(),
+          });
+        }
+      } catch {
+        // Transient failure (network / timeout): invoke rejected.
+        finish({
+          status: "error",
+          data: cache.get(cacheKey)?.data ?? [],
+          error: null,
+          updatedAt: Date.now(),
+        });
+      }
+    },
+    [agent, providerName, cacheKey]
+  );
+
+  // On mount / provider change: serve fresh cache, otherwise query once.
+  useEffect(() => {
+    if (!supported) return;
+    const cached = cache.get(cacheKey);
+    if (cached) {
+      setStatus(cached.status);
+      setData(cached.data);
+      setError(cached.error);
+      setUpdatedAt(cached.updatedAt);
+      if (Date.now() - cached.updatedAt < STALE_TTL_MS) return;
+    }
+    void runQuery(false);
+  }, [supported, cacheKey, runQuery]);
+
+  // Ignore late responses after unmount.
+  useEffect(() => {
+    return () => {
+      genRef.current += 1;
+    };
+  }, []);
+
+  // Auto query interval — the hook is called once per provider card and both
+  // variants read the same state, so there is no second mount to double-fire.
+  useEffect(() => {
+    if (!supported) return;
+    const mins = autoIntervalMinutes ?? 0;
+    if (mins <= 0) return;
+    const id = setInterval(() => void runQuery(false), mins * 60_000);
+    return () => clearInterval(id);
+  }, [supported, autoIntervalMinutes, runQuery]);
+
+  return {
+    status,
+    data,
+    error,
+    updatedAt,
+    refresh: runQuery,
+    supported,
+  };
+}
diff --git a/src/i18n/en.ts b/src/i18n/en.ts
index fc51111..39cc438 100644
--- a/src/i18n/en.ts
+++ b/src/i18n/en.ts
@@ -465,10 +465,16 @@ export const enTranslations: Record<TranslationKey, string> = {
   flagSecondaryModelDesc: "Newly spawned subagents bind a second (usually cheaper) model config",
   flagToolSelect: "Tool Select",
   flagToolSelectDesc: "Enable the experimental tool selection feature",
-  flagAcpV2: "ACP v2 Protocol",
-  flagAcpV2Desc: "Enable Agent Communication Protocol v2",
   flagMinidbReadmodel: "MiniDB Read Model",
   flagMinidbReadmodelDesc: "Enable the v2 engine MiniDB read-model backend",
+  flagTower: "Tower Mode",
+  flagTowerDesc: "Enable tower mode: coordinate multiple agents on a shared objective (/tower command)",
+  flagSubagentFork: "Subagent Fork Context",
+  flagSubagentForkDesc: "Agent/AgentSwarm tools can start a subagent with a snapshot of the calling agent's history (fork parameter)",
+  flagWaitFor: "WaitFor Tool",
+  flagWaitForDesc: "The agent can wait for background tasks to finish within the current turn",
+  flagAutoSessionTitle: "Auto Session Title",
+  flagAutoSessionTitleDesc: "Generate session titles automatically via the managed chat_title tool",
   lockedByEnv: "Locked by env var",
   masterEnvOnHint: "KIMI_CODE_EXPERIMENTAL_FLAG is set: all experimental features are forced on by the env var",
   secondaryModelSection: "Subagent Model (Secondary Model)",
diff --git a/src/i18n/zh.ts b/src/i18n/zh.ts
index 587b5c9..aa2d74a 100644
--- a/src/i18n/zh.ts
+++ b/src/i18n/zh.ts
@@ -460,10 +460,16 @@ export const zhTranslations = {
   flagSecondaryModelDesc: "子代理派发时绑定第二份（通常更便宜的）模型配置",
   flagToolSelect: "工具选择",
   flagToolSelectDesc: "启用实验性工具选择功能",
-  flagAcpV2: "ACP v2 协议",
-  flagAcpV2Desc: "启用 Agent Communication Protocol v2",
   flagMinidbReadmodel: "MiniDB 读模型",
   flagMinidbReadmodelDesc: "启用 v2 引擎 MiniDB 读模型后端",
+  flagTower: "Tower 模式",
+  flagTowerDesc: "启用 Tower 多智能体协同模式（/tower 命令切换）",
+  flagSubagentFork: "子代理 Fork 上下文",
+  flagSubagentForkDesc: "Agent/AgentSwarm 工具可携带主代理会话快照启动子代理（fork 参数）",
+  flagWaitFor: "WaitFor 工具",
+  flagWaitForDesc: "代理可在当前回合内等待后台任务完成，而无需结束回合再被唤醒",
+  flagAutoSessionTitle: "自动会话标题",
+  flagAutoSessionTitleDesc: "通过托管 chat_title 工具自动生成会话标题",
   lockedByEnv: "被环境变量锁定",
   masterEnvOnHint: "KIMI_CODE_EXPERIMENTAL_FLAG 已设置：全部实验功能被环境变量强制开启",
   secondaryModelSection: "子代理模型（次主力模型）",
diff --git a/src/lib/models-dev-full.json b/src/lib/models-dev-full.json
index b401872..9516ac8 100644
--- a/src/lib/models-dev-full.json
+++ b/src/lib/models-dev-full.json
@@ -1,5 +1,5 @@
 {
-  "last_updated": "2026-08-22",
+  "last_updated": "2026-08-25",
   "providers": {
     "hpc-ai": {
       "id": "hpc-ai",
@@ -4114,6 +4114,21 @@
           "reasoning": true,
           "tool_call": true
         },
+        {
+          "id": "moonshotai/kimi-k3",
+          "name": "Kimi K3",
+          "cost": {
+            "input": 0,
+            "output": 0
+          },
+          "context": 1048576,
+          "output_limit": 131072,
+          "reasoning": true,
+          "tool_call": true,
+          "structured_output": true,
+          "image": true,
+          "video": true
+        },
         {
           "id": "moonshotai/kimi-k2-instruct-0905",
           "name": "Kimi K2 0905",
@@ -4215,6 +4230,19 @@
           "tool_call": true,
           "structured_output": true
         },
+        {
+          "id": "deepseek-ai/deepseek-v4-flash-0731",
+          "name": "DeepSeek V4 Flash 0731",
+          "cost": {
+            "input": 0,
+            "output": 0
+          },
+          "context": 1000000,
+          "output_limit": 384000,
+          "reasoning": true,
+          "tool_call": true,
+          "structured_output": true
+        },
         {
           "id": "stepfun-ai/step-3.5-flash",
           "name": "Step 3.5 Flash",
@@ -6659,6 +6687,21 @@
           "reasoning": true,
           "tool_call": true
         },
+        {
+          "id": "Gemma-4-31B-MeroMero-v2",
+          "name": "Gemma 4 31B MeroMero v2",
+          "cost": {
+            "input": 0.08,
+            "output": 0.33,
+            "cache_read": 0.04
+          },
+          "context": 65536,
+          "input_limit": 65536,
+          "output_limit": 32768,
+          "reasoning": true,
+          "tool_call": true,
+          "image": true
+        },
         {
           "id": "gemini-3-pro-image-preview",
           "name": "Gemini 3 Pro Image",
@@ -6720,12 +6763,12 @@
           "name": "Venice Uncensored",
           "cost": {
             "input": 0.4,
-            "output": 0.4,
-            "cache_read": 0.2
+            "output": 1.8,
+            "cache_read": 0.4
           },
           "context": 128000,
           "input_limit": 128000,
-          "output_limit": 16384
+          "output_limit": 8192
         },
         {
           "id": "gemini-2.5-flash-preview-04-17:thinking",
@@ -8384,6 +8427,21 @@
           "input_limit": 32768,
           "output_limit": 32768
         },
+        {
+          "id": "Gemma-4-31B-MeroMero-v2:thinking",
+          "name": "Gemma 4 31B MeroMero v2 Thinking",
+          "cost": {
+            "input": 0.08,
+            "output": 0.33,
+            "cache_read": 0.04
+          },
+          "context": 65536,
+          "input_limit": 65536,
+          "output_limit": 32768,
+          "reasoning": true,
+          "tool_call": true,
+          "image": true
+        },
         {
           "id": "gemini-2.5-flash-preview-05-20:thinking",
           "name": "Gemini 2.5 Flash 0520 Thinking",
@@ -9720,9 +9778,9 @@
           "id": "deepseek/deepseek-v4-flash-vision-exp",
           "name": "DeepSeek V4 Flash Vision Exp",
           "cost": {
-            "input": 0.22,
-            "output": 0.66,
-            "cache_read": 0.007
+            "input": 0.44,
+            "output": 1.32,
+            "cache_read": 0.014
           },
           "context": 1048576,
           "input_limit": 1048576,
@@ -9911,20 +9969,39 @@
           "reasoning": true,
           "image": true
         },
+        {
+          "id": "google/gemma-4-26b-a4b-uncensored:thinking",
+          "name": "Gemma 4 26B A4B Uncensored Thinking",
+          "cost": {
+            "input": 0.08,
+            "output": 0.33,
+            "cache_read": 0.04
+          },
+          "context": 131072,
+          "input_limit": 131072,
+          "output_limit": 32768,
+          "reasoning": true,
+          "tool_call": true,
+          "structured_output": true,
+          "image": true
+        },
         {
           "id": "google/gemini-flash-latest",
           "name": "Gemini Flash Latest",
           "cost": {
-            "input": 0.75,
-            "output": 3.75,
-            "cache_read": 0.075,
-            "cache_write": 0.041667
+            "input": 0.375,
+            "output": 1.875,
+            "cache_read": 0.0375,
+            "cache_write": 0.020833
           },
-          "context": 1048756,
-          "input_limit": 1048756,
+          "context": 1048576,
+          "input_limit": 1048576,
           "output_limit": 65536,
           "reasoning": true,
-          "image": true
+          "tool_call": true,
+          "structured_output": true,
+          "image": true,
+          "video": true
         },
         {
           "id": "google/gemini-3.5-flash",
@@ -10010,6 +10087,22 @@
           "structured_output": true,
           "image": true
         },
+        {
+          "id": "google/gemma-4-26b-a4b-uncensored",
+          "name": "Gemma 4 26B A4B Uncensored",
+          "cost": {
+            "input": 0.08,
+            "output": 0.33,
+            "cache_read": 0.04
+          },
+          "context": 131072,
+          "input_limit": 131072,
+          "output_limit": 32768,
+          "reasoning": true,
+          "tool_call": true,
+          "structured_output": true,
+          "image": true
+        },
         {
           "id": "google/gemma-4-31b-it:thinking",
           "name": "Gemma 4 31B Thinking",
@@ -11342,10 +11435,10 @@
           "id": "openai/gpt-5.6-sol",
           "name": "GPT 5.6 Sol",
           "cost": {
-            "input": 2.5,
-            "output": 15,
-            "cache_read": 0.25,
-            "cache_write": 3.125
+            "input": 2,
+            "output": 10,
+            "cache_read": 0.2,
+            "cache_write": 2.5
           },
           "context": 1050000,
           "input_limit": 1050000,
@@ -11581,10 +11674,10 @@
           "id": "openai/gpt-chat-latest",
           "name": "GPT Chat Latest",
           "cost": {
-            "input": 2.5,
-            "output": 15,
-            "cache_read": 0.25,
-            "cache_write": 3.125
+            "input": 2,
+            "output": 10,
+            "cache_read": 0.2,
+            "cache_write": 2.5
           },
           "context": 1050000,
           "input_limit": 1050000,
@@ -11700,10 +11793,10 @@
           "id": "openai/gpt-latest",
           "name": "GPT Latest",
           "cost": {
-            "input": 2.5,
-            "output": 15,
-            "cache_read": 0.25,
-            "cache_write": 3.125
+            "input": 2,
+            "output": 10,
+            "cache_read": 0.2,
+            "cache_write": 2.5
           },
           "context": 1050000,
           "input_limit": 1050000,
@@ -11855,10 +11948,10 @@
           "id": "openai/gpt-5.6-sol-pro",
           "name": "GPT 5.6 Sol Pro",
           "cost": {
-            "input": 2.5,
-            "output": 15,
-            "cache_read": 0.25,
-            "cache_write": 3.125
+            "input": 2,
+            "output": 10,
+            "cache_read": 0.2,
+            "cache_write": 2.5
           },
           "context": 1050000,
           "input_limit": 1050000,
@@ -12208,13 +12301,29 @@
           "input_limit": 32768,
           "output_limit": 8192
         },
+        {
+          "id": "ornith-ai/ornith-1.5-397b",
+          "name": "Ornith 1.5 397B",
+          "cost": {
+            "input": 0.9,
+            "output": 3.6,
+            "cache_read": 0.045
+          },
+          "context": 262144,
+          "input_limit": 262144,
+          "output_limit": 32768,
+          "reasoning": true,
+          "tool_call": true,
+          "structured_output": true,
+          "image": true
+        },
         {
           "id": "ornith-ai/ornith-1.5-35b-a3b",
           "name": "Ornith 1.5 35B",
           "cost": {
             "input": 0.1,
             "output": 0.4,
-            "cache_read": 0.01
+            "cache_read": 0.05
           },
           "context": 262144,
           "input_limit": 262144,
@@ -12230,7 +12339,55 @@
           "cost": {
             "input": 0.1,
             "output": 0.4,
-            "cache_read": 0.01
+            "cache_read": 0.05
+          },
+          "context": 262144,
+          "input_limit": 262144,
+          "output_limit": 32768,
+          "reasoning": true,
+          "tool_call": true,
+          "structured_output": true,
+          "image": true
+        },
+        {
+          "id": "ornith-ai/ornith-1.5-9b:thinking",
+          "name": "Ornith 1.5 9B Thinking",
+          "cost": {
+            "input": 0.05,
+            "output": 0.1,
+            "cache_read": 0.025
+          },
+          "context": 131072,
+          "input_limit": 131072,
+          "output_limit": 32768,
+          "reasoning": true,
+          "tool_call": true,
+          "structured_output": true,
+          "image": true
+        },
+        {
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@@ -12418,6 +12575,22 @@
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@@ -12700,6 +12858,7 @@
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@@ -12719,6 +12878,38 @@
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@@ -13609,21 +13800,6 @@
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@@ -13637,20 +13813,6 @@
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@@ -13665,20 +13827,6 @@
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@@ -14034,18 +14182,6 @@
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@@ -14545,6 +14681,23 @@
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@@ -17274,6 +17427,41 @@
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@@ -21801,6 +21989,17 @@
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@@ -22012,31 +22197,6 @@
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@@ -22305,12 +22465,12 @@
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@@ -22373,9 +22533,9 @@
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@@ -22387,9 +22547,9 @@
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@@ -22401,9 +22561,9 @@
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@@ -22505,12 +22665,12 @@
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@@ -22519,9 +22679,9 @@
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@@ -23020,8 +23180,8 @@
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@@ -24972,11 +25131,11 @@
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@@ -25283,12 +25443,11 @@
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@@ -25312,8 +25471,8 @@
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@@ -25404,7 +25563,7 @@
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@@ -25806,9 +25964,9 @@
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@@ -25816,19 +25974,6 @@
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@@ -25842,32 +25987,6 @@
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@@ -26028,6 +26147,19 @@
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@@ -31246,7 +31378,9 @@
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@@ -35352,6 +35486,19 @@
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@@ -35455,6 +35602,618 @@
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@@ -75119,6 +76043,11 @@
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-          "tool_call": true
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         {
           "id": "deepseek-v4-flash",
           "name": "DeepSeek V4 Flash",
@@ -85139,36 +85962,6 @@
           "context": 229376,
           "output_limit": 229376
         },
-        {
-          "id": "kimi-k2.5-lightning",
-          "name": "Kimi K2.5 (Lightning)",
-          "cost": {
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-            "output": 3,
-            "cache_read": 0.2
-          },
-          "context": 131072,
-          "output_limit": 32768,
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-          "tool_call": true,
-          "structured_output": true,
-          "image": true,
-          "video": true
-        },
-        {
-          "id": "glm-5",
-          "name": "GLM-5",
-          "cost": {
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-            "output": 1.9,
-            "cache_read": 0.1,
-            "cache_write": 0
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-          "context": 202752,
-          "output_limit": 202752,
-          "reasoning": true,
-          "tool_call": true
-        },
         {
           "id": "greg-rp",
           "name": "Greg (Roleplay)",
@@ -85192,22 +85985,6 @@
           "output_limit": 229376,
           "image": true
         },
-        {
-          "id": "kimi-k2.5",
-          "name": "Kimi K2.5",
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-            "output": 1.7,
-            "cache_read": 0.07
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-          "structured_output": true,
-          "image": true,
-          "video": true
-        },
         {
           "id": "glm-5.2",
           "name": "GLM-5.2",
@@ -85238,20 +86015,6 @@
           "image": true,
           "video": true
         },
-        {
-          "id": "minimax-m2.5",
-          "name": "MiniMax-M2.5",
-          "cost": {
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-            "output": 0.95,
-            "cache_read": 0.02,
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-          "tool_call": true
-        },
         {
           "id": "qwen3.6-27b",
           "name": "Qwen3.6 27B",
@@ -85268,6 +86031,22 @@
           "image": true,
           "video": true
         },
+        {
+          "id": "qwen3.8-27b",
+          "name": "Qwen3.8 27B",
+          "cost": {
+            "input": 0.25,
+            "output": 2.1,
+            "cache_read": 0.06
+          },
+          "context": 262144,
+          "output_limit": 262144,
+          "reasoning": true,
+          "tool_call": true,
+          "structured_output": true,
+          "image": true,
+          "video": true
+        },
         {
           "id": "qwen3.5-9b",
           "name": "Qwen3.5 9B",
@@ -85326,20 +86105,6 @@
           "tool_call": true,
           "structured_output": true
         },
-        {
-          "id": "glm-4.7-flash",
-          "name": "GLM-4.7-Flash",
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-            "output": 0.3,
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         {
           "id": "kimi-k2.6",
           "name": "Kimi K2.6",
@@ -85620,7 +86385,8 @@
           "output_limit": 32768,
           "reasoning": true,
           "tool_call": true,
-          "structured_output": true
+          "structured_output": true,
+          "image": true
         }
       ]
     },
@@ -87766,9 +88532,9 @@
           "id": "tencent/hy3",
           "name": "Hy3",
           "cost": {
-            "input": 0.132,
-            "output": 0.528,
-            "cache_read": 0.033
+            "input": 0.14,
+            "output": 0.58,
+            "cache_read": 0.035
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           "context": 262144,
           "output_limit": 128000,
@@ -87789,6 +88555,17 @@
           "reasoning": true,
           "tool_call": true
         },
+        {
+          "id": "tencent/hy-mt2-7b",
+          "name": "Tencent: Hy-MT2-7B",
+          "cost": {
+            "input": 0.074,
+            "output": 0.295
+          },
+          "context": 8192,
+          "output_limit": 4096,
+          "structured_output": true
+        },
         {
           "id": "~anthropic/claude-haiku-latest",
           "name": "Anthropic Claude Haiku Latest",
@@ -88074,7 +88851,7 @@
             "output": 0.65
           },
           "context": 6144,
-          "output_limit": 6144,
+          "output_limit": 4096,
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         {
@@ -88204,7 +88981,7 @@
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           },
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-          "output_limit": 131072,
+          "output_limit": 262144,
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@@ -88245,8 +89022,8 @@
             "output": 4.4,
             "cache_read": 0.26
           },
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-          "output_limit": 128000,
+          "context": 202752,
+          "output_limit": 202752,
           "reasoning": true,
           "tool_call": true,
           "structured_output": true
@@ -88442,12 +89219,12 @@
           "id": "deepseek/deepseek-v4-flash-0731",
           "name": "DeepSeek V4 Flash 0731",
           "cost": {
-            "input": 0.14,
-            "output": 0.28,
+            "input": 0.44,
+            "output": 1.32,
             "cache_read": 0.028
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           "context": 1048576,
-          "output_limit": 384000,
+          "output_limit": 131072,
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           "tool_call": true,
           "structured_output": true
@@ -88456,9 +89233,9 @@
           "id": "deepseek/deepseek-v4-flash-vision-exp",
           "name": "DeepSeek V4 Flash Vision Exp",
           "cost": {
-            "input": 0.22,
-            "output": 0.66,
-            "cache_read": 0.007
+            "input": 0.44,
+            "output": 1.32,
+            "cache_read": 0.014
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           "output_limit": 384000,
@@ -88523,8 +89300,8 @@
           "id": "google/gemma-4-26b-a4b-it",
           "name": "Gemma 4 26B A4B IT",
           "cost": {
-            "input": 0.05,
-            "output": 0.25
+            "input": 0.042,
+            "output": 0.22
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@@ -91001,8 +91778,8 @@
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             "output": 0.52
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-          "output_limit": 8192,
+          "context": 40960,
+          "output_limit": 16384,
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           "tool_call": true
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@@ -91014,7 +91791,7 @@
             "output": 2.34
           },
           "context": 262144,
-          "output_limit": 65536,
+          "output_limit": 262144,
           "reasoning": true,
           "tool_call": true,
           "structured_output": true,
@@ -91311,7 +92088,7 @@
             "output": 2.7
           },
           "context": 262144,
-          "output_limit": 262144,
+          "output_limit": 81920,
           "reasoning": true,
           "tool_call": true,
           "structured_output": true,
@@ -91334,10 +92111,10 @@
           "id": "qwen/qwen3.8-27b",
           "name": "Qwen3.8 27B",
           "cost": {
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-            "output": 3.45,
-            "cache_read": 0.115,
-            "cache_write": 0.71875
+            "input": 0.425,
+            "output": 2.55,
+            "cache_read": 0.085,
+            "cache_write": 0.53125
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           "output_limit": 131072,
@@ -91427,7 +92204,7 @@
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-          "output_limit": 65536,
+          "output_limit": 262144,
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@@ -91715,8 +92492,8 @@
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             "output": 0.4
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-          "output_limit": 1024000,
+          "context": 32768,
+          "output_limit": 32768,
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@@ -91847,7 +92624,6 @@
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           "tool_call": true,
-          "structured_output": true,
           "image": true
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         {
@@ -91857,7 +92633,7 @@
             "input": 0,
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-          "context": 262144,
+          "context": 1048576,
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@@ -91884,7 +92660,7 @@
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-          "context": 262144,
+          "context": 1048576,
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           "reasoning": true,
           "tool_call": true,
@@ -91904,9 +92680,9 @@
           "id": "~deepseek/deepseek-v4-flash-latest",
           "name": "DeepSeek V4 Flash Latest",
           "cost": {
-            "input": 0.065,
-            "output": 0.18,
-            "cache_read": 0.02
+            "input": 0.035,
+            "output": 0.12,
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           "context": 1048576,
           "output_limit": 1048576,
@@ -91914,19 +92690,6 @@
           "tool_call": true,
           "structured_output": true
         },
-        {
-          "id": "inclusionai/ring-2.6-1t",
-          "name": "inclusionAI: Ring-2.6-1T (retires Aug 24)",
-          "cost": {
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-            "output": 2.5,
-            "cache_read": 0.06
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-          "output_limit": 65536,
-          "reasoning": true,
-          "tool_call": true
-        },
         {
           "id": "inclusionai/ling-3.0-flash",
           "name": "Ling-3.0-flash",
@@ -91940,32 +92703,6 @@
           "reasoning": true,
           "tool_call": true
         },
-        {
-          "id": "inclusionai/ling-2.6-1t",
-          "name": "inclusionAI: Ling-2.6-1T (retires Aug 24)",
-          "cost": {
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-            "output": 2.5,
-            "cache_read": 0.06
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-          "output_limit": 32768,
-          "tool_call": true,
-          "structured_output": true
-        },
-        {
-          "id": "inclusionai/ling-2.6-flash",
-          "name": "inclusionAI: Ling-2.6-flash (retires Aug 24)",
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-            "cache_read": 0.02
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-          "output_limit": 32768,
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-          "structured_output": true
-        },
         {
           "id": "meta-llama/llama-3.2-3b-instruct",
           "name": "Meta: Llama 3.2 3B Instruct",
@@ -92092,8 +92829,9 @@
           "id": "mistralai/mistral-nemo",
           "name": "Mistral Nemo",
           "cost": {
-            "input": 0.019,
-            "output": 0.03
+            "input": 0.165,
+            "output": 0.165,
+            "cache_read": 0.0165
           },
           "context": 131072,
           "output_limit": 16384,
@@ -92125,6 +92863,19 @@
           "output_limit": 128000,
           "structured_output": true
         },
+        {
+          "id": "mistralai/devstral-2512",
+          "name": "Devstral 2",
+          "cost": {
+            "input": 0.44,
+            "output": 2.2,
+            "cache_read": 0.044
+          },
+          "context": 262144,
+          "output_limit": 262144,
+          "tool_call": true,
+          "structured_output": true
+        },
         {
           "id": "mistralai/mistral-small-2603",
           "name": "Mistral Small 4",
@@ -92144,8 +92895,9 @@
           "id": "mistralai/mistral-small-3.2-24b-instruct",
           "name": "Mistral: Mistral Small 3.2 24B",
           "cost": {
-            "input": 0.075,
-            "output": 0.2
+            "input": 0.11,
+            "output": 0.33,
+            "cache_read": 0.011
           },
           "context": 128000,
           "output_limit": 16384,
@@ -92679,7 +93431,7 @@
             "output": 1.2,
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-          "context": 204800,
+          "context": 196608,
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diff --git a/src/lib/models-dev.json b/src/lib/models-dev.json
index 9afc7a2..3560dba 100644
--- a/src/lib/models-dev.json
+++ b/src/lib/models-dev.json
@@ -1,5 +1,5 @@
 {
-  "last_updated": "2026-08-22",
+  "last_updated": "2026-08-25",
   "hpc-ai/deepseek/deepseek-v4-flash": {
     "name": "DeepSeek V4 Flash",
     "context": 1048576,
@@ -3330,6 +3330,19 @@
       "output": 0
     }
   },
+  "nvidia/moonshotai/kimi-k3": {
+    "name": "Kimi K3",
+    "context": 1048576,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true,
+    "video": true,
+    "cost": {
+      "input": 0,
+      "output": 0
+    }
+  },
   "nvidia/moonshotai/kimi-k2-instruct-0905": {
     "name": "Kimi K2 0905",
     "context": 262144,
@@ -3415,6 +3428,17 @@
       "cache_read": 0.003625
     }
   },
+  "nvidia/deepseek-ai/deepseek-v4-flash-0731": {
+    "name": "DeepSeek V4 Flash 0731",
+    "context": 1000000,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "cost": {
+      "input": 0,
+      "output": 0
+    }
+  },
   "nvidia/stepfun-ai/step-3.5-flash": {
     "name": "Step 3.5 Flash",
     "context": 256000,
@@ -5443,6 +5467,18 @@
       "cache_read": 0.2
     }
   },
+  "nano-gpt/Gemma-4-31B-MeroMero-v2": {
+    "name": "Gemma 4 31B MeroMero v2",
+    "context": 65536,
+    "reasoning": true,
+    "tool_call": true,
+    "image": true,
+    "cost": {
+      "input": 0.08,
+      "output": 0.33,
+      "cache_read": 0.04
+    }
+  },
   "nano-gpt/gemini-3-pro-image-preview": {
     "name": "Gemini 3 Pro Image",
     "context": 1048756,
@@ -5492,8 +5528,8 @@
     "context": 128000,
     "cost": {
       "input": 0.4,
-      "output": 0.4,
-      "cache_read": 0.2
+      "output": 1.8,
+      "cache_read": 0.4
     }
   },
   "nano-gpt/gemini-2.5-flash-preview-04-17:thinking": {
@@ -6793,6 +6829,18 @@
       "cache_read": 7.865
     }
   },
+  "nano-gpt/Gemma-4-31B-MeroMero-v2:thinking": {
+    "name": "Gemma 4 31B MeroMero v2 Thinking",
+    "context": 65536,
+    "reasoning": true,
+    "tool_call": true,
+    "image": true,
+    "cost": {
+      "input": 0.08,
+      "output": 0.33,
+      "cache_read": 0.04
+    }
+  },
   "nano-gpt/gemini-2.5-flash-preview-05-20:thinking": {
     "name": "Gemini 2.5 Flash 0520 Thinking",
     "context": 1048000,
@@ -7845,9 +7893,9 @@
     "structured_output": true,
     "image": true,
     "cost": {
-      "input": 0.22,
-      "output": 0.66,
-      "cache_read": 0.007
+      "input": 0.44,
+      "output": 1.32,
+      "cache_read": 0.014
     }
   },
   "nano-gpt/deepseek/deepseek-v4-pro-0813:thinking": {
@@ -7996,16 +8044,32 @@
       "cache_write": 0.083333
     }
   },
-  "nano-gpt/google/gemini-flash-latest": {
-    "name": "Gemini Flash Latest",
-    "context": 1048756,
+  "nano-gpt/google/gemma-4-26b-a4b-uncensored:thinking": {
+    "name": "Gemma 4 26B A4B Uncensored Thinking",
+    "context": 131072,
     "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
     "image": true,
     "cost": {
-      "input": 0.75,
-      "output": 3.75,
-      "cache_read": 0.075,
-      "cache_write": 0.041667
+      "input": 0.08,
+      "output": 0.33,
+      "cache_read": 0.04
+    }
+  },
+  "nano-gpt/google/gemini-flash-latest": {
+    "name": "Gemini Flash Latest",
+    "context": 1048576,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true,
+    "video": true,
+    "cost": {
+      "input": 0.375,
+      "output": 1.875,
+      "cache_read": 0.0375,
+      "cache_write": 0.020833
     }
   },
   "nano-gpt/google/gemini-3.5-flash": {
@@ -8077,6 +8141,19 @@
       "cache_write": 0.375
     }
   },
+  "nano-gpt/google/gemma-4-26b-a4b-uncensored": {
+    "name": "Gemma 4 26B A4B Uncensored",
+    "context": 131072,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true,
+    "cost": {
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+      "output": 0.33,
+      "cache_read": 0.04
+    }
+  },
   "nano-gpt/google/gemma-4-31b-it:thinking": {
     "name": "Gemma 4 31B Thinking",
     "context": 262144,
@@ -9134,10 +9211,10 @@
     "structured_output": true,
     "image": true,
     "cost": {
-      "input": 2.5,
-      "output": 15,
-      "cache_read": 0.25,
-      "cache_write": 3.125
+      "input": 2,
+      "output": 10,
+      "cache_read": 0.2,
+      "cache_write": 2.5
     }
   },
   "nano-gpt/openai/o3-deep-research": {
@@ -9325,10 +9402,10 @@
     "structured_output": true,
     "image": true,
     "cost": {
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-      "output": 15,
-      "cache_read": 0.25,
-      "cache_write": 3.125
+      "input": 2,
+      "output": 10,
+      "cache_read": 0.2,
+      "cache_write": 2.5
     }
   },
   "nano-gpt/openai/o4-mini-deep-research": {
@@ -9420,10 +9497,10 @@
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     "image": true,
     "cost": {
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-      "output": 15,
-      "cache_read": 0.25,
-      "cache_write": 3.125
+      "input": 2,
+      "output": 10,
+      "cache_read": 0.2,
+      "cache_write": 2.5
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   },
   "nano-gpt/openai/gpt-4.1": {
@@ -9545,10 +9622,10 @@
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     "image": true,
     "cost": {
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-      "output": 15,
-      "cache_read": 0.25,
-      "cache_write": 3.125
+      "input": 2,
+      "output": 10,
+      "cache_read": 0.2,
+      "cache_write": 2.5
     }
   },
   "nano-gpt/openai/gpt-4o-mini-search-preview": {
@@ -9813,6 +9890,19 @@
       "cache_read": 0.1
     }
   },
+  "nano-gpt/ornith-ai/ornith-1.5-397b": {
+    "name": "Ornith 1.5 397B",
+    "context": 262144,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true,
+    "cost": {
+      "input": 0.9,
+      "output": 3.6,
+      "cache_read": 0.045
+    }
+  },
   "nano-gpt/ornith-ai/ornith-1.5-35b-a3b": {
     "name": "Ornith 1.5 35B",
     "context": 262144,
@@ -9823,7 +9913,7 @@
     "cost": {
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-      "cache_read": 0.01
+      "cache_read": 0.05
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   },
   "nano-gpt/ornith-ai/ornith-1.5-35b-a3b:thinking": {
@@ -9836,7 +9926,46 @@
     "cost": {
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       "output": 0.4,
-      "cache_read": 0.01
+      "cache_read": 0.05
+    }
+  },
+  "nano-gpt/ornith-ai/ornith-1.5-9b:thinking": {
+    "name": "Ornith 1.5 9B Thinking",
+    "context": 131072,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true,
+    "cost": {
+      "input": 0.05,
+      "output": 0.1,
+      "cache_read": 0.025
+    }
+  },
+  "nano-gpt/ornith-ai/ornith-1.5-9b": {
+    "name": "Ornith 1.5 9B",
+    "context": 131072,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true,
+    "cost": {
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+      "cache_read": 0.025
+    }
+  },
+  "nano-gpt/ornith-ai/ornith-1.5-397b:thinking": {
+    "name": "Ornith 1.5 397B Thinking",
+    "context": 262144,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
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   "nano-gpt/shisa-ai/shisa-v2.1-llama3.3-70b": {
@@ -9975,6 +10104,19 @@
       "cache_read": 0.065
     }
   },
+  "nano-gpt/qwen/qwen3.8-27b-obliterated": {
+    "name": "Qwen 3.8 27B Obliterated",
+    "context": 262144,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true,
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+    }
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   "nano-gpt/qwen/Qwen3-VL-235B-A22B-Instruct": {
     "name": "Qwen3 VL 235B A22B Instruct",
     "context": 128000,
@@ -10080,18 +10222,6 @@
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   "nano-gpt/qwen/qwen3.5-plus-thinking": {
     "name": "Qwen3.5 Plus Thinking",
     "context": 983616,
@@ -10189,6 +10319,7 @@
   "nano-gpt/qwen/qwen3.6-35b-a3b-uncensored": {
     "name": "Qwen 3.6 35B A3B Uncensored",
     "context": 65536,
+    "reasoning": true,
     "tool_call": true,
     "structured_output": true,
     "image": true,
@@ -10210,6 +10341,32 @@
       "cache_read": 0.056
     }
   },
+  "nano-gpt/qwen/qwen3.6-35b-a3b-uncensored:thinking": {
+    "name": "Qwen 3.6 35B A3B Uncensored Thinking",
+    "context": 65536,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true,
+    "cost": {
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+      "output": 0.5,
+      "cache_read": 0.075
+    }
+  },
+  "nano-gpt/qwen/qwen3.8-27b-obliterated:thinking": {
+    "name": "Qwen 3.8 27B Obliterated Thinking",
+    "context": 262144,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true,
+    "cost": {
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+      "output": 0.5,
+      "cache_read": 0.075
+    }
+  },
   "nano-gpt/qwen/qwen3-coder-plus": {
     "name": "Qwen3 Coder Plus",
     "context": 128000,
@@ -10911,18 +11068,6 @@
       "cache_read": 1.2495
     }
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   "nano-gpt/inclusionai/ling-3.0-flash": {
     "name": "Ling 3.0 Flash",
     "context": 262144,
@@ -10933,17 +11078,6 @@
       "cache_read": 0.015
     }
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     "name": "Ling 3.0 Flash Thinking",
     "context": 262144,
@@ -10955,17 +11089,6 @@
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-    }
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   "nano-gpt/mistral/mistral-medium-3.5:thinking": {
     "name": "Mistral Medium 3.5 Thinking",
     "context": 256000,
@@ -11240,15 +11363,6 @@
       "cache_read": 0.255
     }
   },
-  "nano-gpt/amazon/nova-micro-v1": {
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-    }
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   "nano-gpt/amazon/nova-lite-v1": {
     "name": "Amazon Nova Lite 1.0",
     "context": 300000,
@@ -11637,6 +11751,20 @@
       "cache_read": 0.075
     }
   },
+  "nano-gpt/TEE/qwen3.8-27b": {
+    "name": "Qwen3.8 27B TEE",
+    "context": 262144,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true,
+    "video": true,
+    "cost": {
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+      "output": 3,
+      "cache_read": 0.15
+    }
+  },
   "nano-gpt/TEE/qwen3.5-27b": {
     "name": "Qwen3.5 27B TEE",
     "context": 262144,
@@ -13868,6 +13996,28 @@
       "cache_write": 0
     }
   },
+  "agentrouter/claude-opus-4-8": {
+    "name": "Claude Opus 4.8",
+    "context": 1000000,
+    "reasoning": true,
+    "tool_call": true,
+    "image": true
+  },
+  "agentrouter/gpt-5.6-sol": {
+    "name": "GPT-5.6 Sol",
+    "context": 1050000,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true
+  },
+  "agentrouter/claude-opus-5": {
+    "name": "Claude Opus 5",
+    "context": 1000000,
+    "reasoning": true,
+    "tool_call": true,
+    "image": true
+  },
   "google/gemini-3.1-flash-tts-preview": {
     "name": "Gemini 3.1 Flash TTS Preview",
     "context": 8192,
@@ -17650,6 +17800,15 @@
       "cache_read": 0.033
     }
   },
+  "openrouter/tencent/hy-mt2-7b": {
+    "name": "Hy-MT2-7B",
+    "context": 8192,
+    "structured_output": true,
+    "cost": {
+      "input": 0.074,
+      "output": 0.295
+    }
+  },
   "openrouter/~anthropic/claude-haiku-latest": {
     "name": "Anthropic Claude Haiku Latest",
     "context": 200000,
@@ -17765,18 +17924,6 @@
       "cache_read": 0.04
     }
   },
-  "openrouter/nvidia/nemotron-nano-12b-v2-vl:free": {
-    "name": "Nemotron Nano 12B 2 VL (free)",
-    "context": 128000,
-    "reasoning": true,
-    "tool_call": true,
-    "image": true,
-    "video": true,
-    "cost": {
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-  },
   "openrouter/nvidia/nemotron-3-ultra-550b-a55b": {
     "name": "Nemotron 3 Ultra 550B A55B",
     "context": 512288,
@@ -17831,27 +17978,6 @@
       "output": 0
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   },
-  "openrouter/nvidia/nemotron-3-nano-30b-a3b:free": {
-    "name": "Nemotron 3 Nano 30B A3B (free)",
-    "context": 256000,
-    "reasoning": true,
-    "tool_call": true,
-    "cost": {
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-      "output": 0
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-    "tool_call": true,
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   "openrouter/~openai/gpt-latest": {
     "name": "OpenAI GPT Latest",
     "context": 1050000,
@@ -18047,9 +18173,9 @@
     "tool_call": true,
     "structured_output": true,
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-      "output": 3.036,
-      "cache_read": 0.1932
+      "input": 1.19,
+      "output": 3.74,
+      "cache_read": 0.221
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   "openrouter/z-ai/glm-4.6v": {
@@ -18083,9 +18209,9 @@
     "tool_call": true,
     "structured_output": true,
     "cost": {
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-      "output": 3.036,
-      "cache_read": 0.1794
+      "input": 1.26,
+      "output": 3.96,
+      "cache_read": 0.234
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   },
   "openrouter/z-ai/glm-4.7-flash": {
@@ -18141,9 +18267,9 @@
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     "structured_output": true,
     "cost": {
-      "input": 0.07406,
-      "output": 0.14812,
-      "cache_read": 0.014812
+      "input": 0.088606,
+      "output": 0.177212,
+      "cache_read": 0.017721
     }
   },
   "openrouter/deepseek/deepseek-v4-pro-0813": {
@@ -18153,9 +18279,9 @@
     "tool_call": true,
     "structured_output": true,
     "cost": {
-      "input": 1.188,
-      "output": 3.564,
-      "cache_read": 0.0396
+      "input": 1.122,
+      "output": 3.366,
+      "cache_read": 0.0374
     }
   },
   "openrouter/deepseek/deepseek-v4-pro": {
@@ -18165,9 +18291,9 @@
     "tool_call": true,
     "structured_output": true,
     "cost": {
-      "input": 0.481458,
-      "output": 0.962916,
-      "cache_read": 0.040122
+      "input": 0.790308,
+      "output": 1.580616,
+      "cache_read": 0.065859
     }
   },
   "openrouter/deepseek/deepseek-v3.2": {
@@ -18253,9 +18379,9 @@
     "tool_call": true,
     "structured_output": true,
     "cost": {
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-      "output": 0.18,
-      "cache_read": 0.016
+      "input": 0.14,
+      "output": 0.28,
+      "cache_read": 0.028
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   },
   "openrouter/deepseek/deepseek-v4-flash-vision-exp": {
@@ -18265,9 +18391,9 @@
     "tool_call": true,
     "image": true,
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-      "cache_read": 0.007
+      "input": 0.44,
+      "output": 1.32,
+      "cache_read": 0.014
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   },
   "openrouter/arcee-ai/trinity-large-thinking": {
@@ -18699,8 +18825,8 @@
     "structured_output": true,
     "image": true,
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-      "output": 1.1,
+      "input": 0.35,
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@@ -19027,7 +19153,7 @@
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       "output": 3.4,
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+      "cache_read": 0.19
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   },
   "openrouter/moonshotai/kimi-k3": {
@@ -19061,9 +19187,9 @@
     "structured_output": true,
     "image": true,
     "cost": {
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-      "output": 2.25,
-      "cache_read": 0.07
+      "input": 0.6,
+      "output": 3,
+      "cache_read": 0.1
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   },
   "openrouter/moonshotai/kimi-k2-0905": {
@@ -19096,9 +19222,9 @@
     "structured_output": true,
     "image": true,
     "cost": {
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-      "output": 2.28,
-      "cache_read": 0.0912
+      "input": 0.95,
+      "output": 4,
+      "cache_read": 0.16
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   },
   "openrouter/anthropic/claude-opus-4.8": {
@@ -19727,9 +19853,8 @@
     "tool_call": true,
     "structured_output": true,
     "cost": {
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-      "output": 0.17,
-      "cache_read": 0.03
+      "input": 0.037,
+      "output": 0.17
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   },
   "openrouter/openai/gpt-4.1-nano": {
@@ -20285,7 +20410,7 @@
   },
   "openrouter/qwen/qwen3-235b-a22b-thinking-2507": {
     "name": "Qwen3 235B A22B Thinking 2507",
-    "context": 262144,
+    "context": 131072,
     "reasoning": true,
     "tool_call": true,
     "cost": {
@@ -20347,8 +20472,8 @@
     "reasoning": true,
     "tool_call": true,
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-      "output": 0.52
+      "input": 0.12,
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   },
   "openrouter/qwen/qwen3.5-397b-a17b": {
@@ -20360,8 +20485,9 @@
     "image": true,
     "video": true,
     "cost": {
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-      "output": 2.34
+      "input": 0.5,
+      "output": 3.6,
+      "cache_read": 0.3
     }
   },
   "openrouter/qwen/qwen-plus": {
@@ -20614,9 +20740,8 @@
     "image": true,
     "video": true,
     "cost": {
-      "input": 0.6,
-      "output": 3.6,
-      "cache_read": 0.12
+      "input": 0.32,
+      "output": 3.2
     }
   },
   "openrouter/qwen/qwen3-next-80b-a3b-instruct": {
@@ -20639,8 +20764,8 @@
     "image": true,
     "video": true,
     "cost": {
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-      "output": 3.2,
+      "input": 0.4,
+      "output": 3,
       "cache_read": 0.05
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@@ -21000,7 +21125,6 @@
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-    "structured_output": true,
     "image": true,
     "cost": {
       "input": 0.45,
@@ -21010,7 +21134,7 @@
   },
   "openrouter/thinkingmachines/inkling:free": {
     "name": "Inkling (free)",
-    "context": 262144,
+    "context": 1048576,
     "reasoning": true,
     "tool_call": true,
     "image": true,
@@ -21033,7 +21157,7 @@
   },
   "openrouter/thinkingmachines/inkling-small:free": {
     "name": "Inkling Small (free)",
-    "context": 262144,
+    "context": 1048576,
     "reasoning": true,
     "tool_call": true,
     "image": true,
@@ -21057,20 +21181,9 @@
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-  },
-  "openrouter/inclusionai/ring-2.6-1t": {
-    "name": "Ring-2.6-1T",
-    "context": 262144,
-    "reasoning": true,
-    "tool_call": true,
-    "cost": {
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-      "output": 0.625,
-      "cache_read": 0.015
+      "input": 0.035,
+      "output": 0.12,
+      "cache_read": 0.01
     }
   },
   "openrouter/inclusionai/ling-3.0-flash": {
@@ -21084,28 +21197,6 @@
       "cache_read": 0.0042
     }
   },
-  "openrouter/inclusionai/ling-2.6-1t": {
-    "name": "Ling-2.6-1T",
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-    }
-  },
-  "openrouter/inclusionai/ling-2.6-flash": {
-    "name": "Ling-2.6-flash",
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-    "tool_call": true,
-    "structured_output": true,
-    "cost": {
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-      "cache_read": 0.002
-    }
-  },
   "openrouter/meta-llama/llama-3.2-3b-instruct": {
     "name": "Llama 3.2 3B Instruct",
     "context": 131072,
@@ -21240,6 +21331,17 @@
       "output": 0.11
     }
   },
+  "openrouter/mistralai/devstral-2512": {
+    "name": "Devstral 2",
+    "context": 262144,
+    "tool_call": true,
+    "structured_output": true,
+    "cost": {
+      "input": 0.44,
+      "output": 2.2,
+      "cache_read": 0.044
+    }
+  },
   "openrouter/mistralai/mistral-small-2603": {
     "name": "Mistral Small 4",
     "context": 262144,
@@ -25537,7 +25639,9 @@
     "tool_call": true,
     "cost": {
       "input": 0.115,
-      "output": 0.287
+      "output": 0.287,
+      "cache_read": 0.012,
+      "cache_write": 0.144
     }
   },
   "alibaba-cn/deepseek-v4-pro": {
@@ -28970,6 +29074,17 @@
       "cache_read": 0.08
     }
   },
+  "opencode-go/longcat-2.0": {
+    "name": "LongCat-2.0",
+    "context": 1000000,
+    "reasoning": true,
+    "tool_call": true,
+    "cost": {
+      "input": 0.3,
+      "output": 1.2,
+      "cache_read": 0.006
+    }
+  },
   "opencode-go/qwen3.6-plus": {
     "name": "Qwen3.6 Plus",
     "context": 1000000,
@@ -29057,6 +29172,522 @@
       "cache_read": 0.007
     }
   },
+  "opper/vertexai/gemini-3.7-flash-eu": {
+    "name": "Gemini 3.7 Flash (EU)",
+    "context": 1048576,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true,
+    "video": true,
+    "cost": {
+      "input": 0.75,
+      "output": 3.75,
+      "cache_read": 0.075
+    }
+  },
+  "opper/vertexai/gemini-3.7-flash": {
+    "name": "Gemini 3.7 Flash",
+    "context": 1048576,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true,
+    "video": true,
+    "cost": {
+      "input": 0.75,
+      "output": 3.75,
+      "cache_read": 0.075
+    }
+  },
+  "opper/meta/muse-spark-1.2": {
+    "name": "Muse Spark 1.2",
+    "context": 1048576,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true,
+    "video": true,
+    "cost": {
+      "input": 1.25,
+      "output": 4.25,
+      "cache_read": 0.15
+    }
+  },
+  "opper/anthropic/claude-opus-4-7": {
+    "name": "Claude Opus 4.7",
+    "context": 1000000,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true,
+    "cost": {
+      "input": 5,
+      "output": 25,
+      "cache_read": 0.5,
+      "cache_write": 6.25
+    }
+  },
+  "opper/anthropic/claude-opus-4-8": {
+    "name": "Claude Opus 4.8",
+    "context": 1000000,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true,
+    "cost": {
+      "input": 5,
+      "output": 25,
+      "cache_read": 0.5,
+      "cache_write": 6.25
+    }
+  },
+  "opper/anthropic/claude-sonnet-5": {
+    "name": "Claude Sonnet 5",
+    "context": 1000000,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true,
+    "cost": {
+      "input": 2,
+      "output": 10,
+      "cache_read": 0.2,
+      "cache_write": 2.5
+    }
+  },
+  "opper/anthropic/claude-opus-4-5": {
+    "name": "Claude Opus 4.5 (latest)",
+    "context": 200000,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true,
+    "cost": {
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+      "output": 25,
+      "cache_read": 0.5,
+      "cache_write": 6.25
+    }
+  },
+  "opper/anthropic/claude-sonnet-4-6": {
+    "name": "Claude Sonnet 4.6",
+    "context": 1000000,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true,
+    "cost": {
+      "input": 3,
+      "output": 15,
+      "cache_read": 0.3,
+      "cache_write": 3.75
+    }
+  },
+  "opper/anthropic/claude-sonnet-4-5": {
+    "name": "Claude Sonnet 4.5 (latest)",
+    "context": 200000,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true,
+    "cost": {
+      "input": 3,
+      "output": 15,
+      "cache_read": 0.3,
+      "cache_write": 3.75
+    }
+  },
+  "opper/anthropic/claude-fable-5": {
+    "name": "Claude Fable 5",
+    "context": 1000000,
+    "reasoning": true,
+    "tool_call": true,
+    "structured_output": true,
+    "image": true,
+    "cost": {
+      "input": 10,
+      "output": 50,
+      "cache_read": 1,
+      "cache_write": 12.5
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@@ -29652,6 +30283,20 @@
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@@ -29927,6 +30582,19 @@
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@@ -31522,6 +32183,90 @@
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@@ -32227,10 +32972,10 @@
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@@ -37012,7 +37758,7 @@
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@@ -37045,10 +37791,9 @@
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@@ -37637,6 +38382,18 @@
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@@ -37683,6 +38440,19 @@
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       "input": 0.45,
@@ -76116,7 +76769,7 @@
   },
   "kilo/thinkingmachines/inkling:free": {
     "name": "Thinking Machines: Inkling (free)",
-    "context": 262144,
+    "context": 1048576,
     "reasoning": true,
     "tool_call": true,
     "image": true,
@@ -76139,7 +76792,7 @@
   },
   "kilo/thinkingmachines/inkling-small:free": {
     "name": "Thinking Machines: Inkling Small (free)",
-    "context": 262144,
+    "context": 1048576,
     "reasoning": true,
     "tool_call": true,
     "image": true,
@@ -76163,20 +76816,9 @@
     "tool_call": true,
     "structured_output": true,
     "cost": {
-      "input": 0.065,
-      "output": 0.18,
-      "cache_read": 0.02
-    }
-  },
-  "kilo/inclusionai/ring-2.6-1t": {
-    "name": "inclusionAI: Ring-2.6-1T (retires Aug 24)",
-    "context": 262144,
-    "reasoning": true,
-    "tool_call": true,
-    "cost": {
-      "input": 0.3,
-      "output": 2.5,
-      "cache_read": 0.06
+      "input": 0.035,
+      "output": 0.12,
+      "cache_read": 0.01
     }
   },
   "kilo/inclusionai/ling-3.0-flash": {
@@ -76190,28 +76832,6 @@
       "cache_read": 0.012
     }
   },
-  "kilo/inclusionai/ling-2.6-1t": {
-    "name": "inclusionAI: Ling-2.6-1T (retires Aug 24)",
-    "context": 262144,
-    "tool_call": true,
-    "structured_output": true,
-    "cost": {
-      "input": 0.3,
-      "output": 2.5,
-      "cache_read": 0.06
-    }
-  },
-  "kilo/inclusionai/ling-2.6-flash": {
-    "name": "inclusionAI: Ling-2.6-flash (retires Aug 24)",
-    "context": 262144,
-    "tool_call": true,
-    "structured_output": true,
-    "cost": {
-      "input": 0.1,
-      "output": 0.3,
-      "cache_read": 0.02
-    }
-  },
   "kilo/meta-llama/llama-3.2-3b-instruct": {
     "name": "Meta: Llama 3.2 3B Instruct",
     "context": 131072,
@@ -76320,8 +76940,9 @@
     "tool_call": true,
     "structured_output": true,
     "cost": {
-      "input": 0.019,
-      "output": 0.03
+      "input": 0.165,
+      "output": 0.165,
+      "cache_read": 0.0165
     }
   },
   "kilo/mistralai/mistral-medium-3-5": {
@@ -76345,6 +76966,17 @@
       "output": 0.11
     }
   },
+  "kilo/mistralai/devstral-2512": {
+    "name": "Devstral 2",
+    "context": 262144,
+    "tool_call": true,
+    "structured_output": true,
+    "cost": {
+      "input": 0.44,
+      "output": 2.2,
+      "cache_read": 0.044
+    }
+  },
   "kilo/mistralai/mistral-small-2603": {
     "name": "Mistral Small 4",
     "context": 262144,
@@ -76365,8 +76997,9 @@
     "structured_output": true,
     "image": true,
     "cost": {
-      "input": 0.075,
-      "output": 0.2
+      "input": 0.11,
+      "output": 0.33,
+      "cache_read": 0.011
     }
   },
   "kilo/mistralai/mistral-small-24b-instruct-2501": {
@@ -76807,7 +77440,7 @@
   },
   "kilo/minimax/minimax-m2.7": {
     "name": "MiniMax-M2.7",
-    "context": 204800,
+    "context": 196608,
     "reasoning": true,
     "tool_call": true,
     "structured_output": true,
diff --git a/src/lib/subagent-settings.ts b/src/lib/subagent-settings.ts
index a9ebac2..3392b65 100644
--- a/src/lib/subagent-settings.ts
+++ b/src/lib/subagent-settings.ts
@@ -30,15 +30,25 @@ export interface ExperimentalFlagDef {
   envVar: string;
 }
 
-/** Known experimental flags (Kimi Code v1 + v2 registries, merged). */
+/** Known experimental flags — mirrors the kimi-code v2 flag registry
+ * (the per-feature flag.ts files under packages/agent-core-v2/src:
+ * secondary-model, tool-select, persistence_minidb_readmodel, tower,
+ * subagent_fork, wait_for, auto_session_title). `acp-v2` was removed
+ * upstream and is dropped here. */
 export const EXPERIMENTAL_FLAGS: ExperimentalFlagDef[] = [
   { id: "secondary-model", envVar: "KIMI_CODE_EXPERIMENTAL_SECONDARY_MODEL" },
   { id: "tool-select", envVar: "KIMI_CODE_EXPERIMENTAL_TOOL_SELECT" },
-  { id: "acp-v2", envVar: "KIMI_CODE_EXPERIMENTAL_ACP_V2" },
   {
     id: "persistence_minidb_readmodel",
     envVar: "KIMI_CODE_EXPERIMENTAL_PERSISTENCE_MINIDB_READMODEL",
   },
+  { id: "tower", envVar: "KIMI_CODE_EXPERIMENTAL_TOWER" },
+  { id: "subagent_fork", envVar: "KIMI_CODE_EXPERIMENTAL_SUBAGENT_FORK" },
+  { id: "wait_for", envVar: "KIMI_CODE_EXPERIMENTAL_WAIT_FOR" },
+  {
+    id: "auto_session_title",
+    envVar: "KIMI_CODE_EXPERIMENTAL_AUTO_SESSION_TITLE",
+  },
 ];
 
 export const EXPERIMENTAL_MASTER_ENV = "KIMI_CODE_EXPERIMENTAL_FLAG";