diff --git a/src/agents/tools/session-status-tool.ts b/src/agents/tools/session-status-tool.ts
index 86cf5ad0f..c5df85f59 100644
--- a/src/agents/tools/session-status-tool.ts
+++ b/src/agents/tools/session-status-tool.ts
@@ -311,6 +311,7 @@ export function createSessionStatusTool(opts?: {
             const formatted = formatUsageWindowSummary(snapshot, {
               now: Date.now(),
               maxWindows: 2,
+              includeResets: true,
             });
             if (formatted) usageByProvider.set(snapshot.provider, formatted);
           }
diff --git a/src/auto-reply/reply/commands-status.ts b/src/auto-reply/reply/commands-status.ts
index 6516df199..382b0768e 100644
--- a/src/auto-reply/reply/commands-status.ts
+++ b/src/auto-reply/reply/commands-status.ts
@@ -168,6 +168,7 @@ export async function buildStatusReply(params: {
         const formatted = formatUsageWindowSummary(snapshot, {
           now: Date.now(),
           maxWindows: 2,
+          includeResets: true,
         });
         if (formatted) usageByProvider.set(snapshot.provider, formatted);
       }
diff --git a/src/commands/models/list.status-command.ts b/src/commands/models/list.status-command.ts
index 3b1d2f860..ed84930a9 100644
--- a/src/commands/models/list.status-command.ts
+++ b/src/commands/models/list.status-command.ts
@@ -424,7 +424,11 @@ export async function modelsStatusCommand(
         timeoutMs: 3500,
       });
       for (const snapshot of usageSummary.providers) {
-        const formatted = formatUsageWindowSummary(snapshot, { now: Date.now(), maxWindows: 2 });
+        const formatted = formatUsageWindowSummary(snapshot, {
+          now: Date.now(),
+          maxWindows: 2,
+          includeResets: true,
+        });
         if (formatted) {
           usageByProvider.set(snapshot.provider, formatted);
         }
diff --git a/src/infra/provider-usage.fetch.minimax.ts b/src/infra/provider-usage.fetch.minimax.ts
index 9c194ebb2..071b1580a 100644
--- a/src/infra/provider-usage.fetch.minimax.ts
+++ b/src/infra/provider-usage.fetch.minimax.ts
@@ -249,21 +249,32 @@ function deriveWindowLabel(payload: Record<string, unknown>): string {
 }
 
 function deriveUsedPercent(payload: Record<string, unknown>): number | null {
-  const percentRaw = pickNumber(payload, PERCENT_KEYS);
-  if (percentRaw !== undefined) {
-    const normalized = percentRaw <= 1 ? percentRaw * 100 : percentRaw;
-    return clampPercent(normalized);
+  const total = pickNumber(payload, TOTAL_KEYS);
+  let used = pickNumber(payload, USED_KEYS);
+  const remaining = pickNumber(payload, REMAINING_KEYS);
+  if (used === undefined && remaining !== undefined && total !== undefined) {
+    used = total - remaining;
   }
 
-  const total = pickNumber(payload, TOTAL_KEYS);
-  if (!total || total <= 0) return null;
-  let used = pickNumber(payload, USED_KEYS);
-  if (used === undefined) {
-    const remaining = pickNumber(payload, REMAINING_KEYS);
-    if (remaining !== undefined) used = total - remaining;
+  const fromCounts =
+    total && total > 0 && used !== undefined && Number.isFinite(used)
+      ? clampPercent((used / total) * 100)
+      : null;
+
+  const percentRaw = pickNumber(payload, PERCENT_KEYS);
+  if (percentRaw !== undefined) {
+    const normalized = clampPercent(percentRaw <= 1 ? percentRaw * 100 : percentRaw);
+    if (fromCounts !== null) {
+      const inverted = clampPercent(100 - normalized);
+      if (Math.abs(normalized - fromCounts) <= 1 || Math.abs(inverted - fromCounts) <= 1) {
+        return fromCounts;
+      }
+      return fromCounts;
+    }
+    return normalized;
   }
-  if (used === undefined || !Number.isFinite(used)) return null;
-  return clampPercent((used / total) * 100);
+
+  return fromCounts;
 }
 
 export async function fetchMinimaxUsage(
diff --git a/src/infra/provider-usage.test.ts b/src/infra/provider-usage.test.ts
index 8293293f5..d93135ec9 100644
--- a/src/infra/provider-usage.test.ts
+++ b/src/infra/provider-usage.test.ts
@@ -175,6 +175,41 @@ describe("provider usage loading", () => {
     expect(mockFetch).toHaveBeenCalled();
   });
 
+  it("prefers MiniMax count-based usage when percent looks inverted", async () => {
+    const makeResponse = (status: number, body: unknown): Response => {
+      const payload = typeof body === "string" ? body : JSON.stringify(body);
+      const headers = typeof body === "string" ? undefined : { "Content-Type": "application/json" };
+      return new Response(payload, { status, headers });
+    };
+
+    const mockFetch = vi.fn<Parameters<typeof fetch>, ReturnType<typeof fetch>>(async (input) => {
+      const url =
+        typeof input === "string" ? input : input instanceof URL ? input.toString() : input.url;
+      if (url.includes("api.minimax.io/v1/coding_plan/remains")) {
+        return makeResponse(200, {
+          base_resp: { status_code: 0, status_msg: "ok" },
+          data: {
+            prompt_limit: 200,
+            prompt_remain: 150,
+            usage_percent: 75,
+            next_reset_time: "2026-01-07T05:00:00Z",
+          },
+        });
+      }
+      return makeResponse(404, "not found");
+    });
+
+    const summary = await loadProviderUsageSummary({
+      now: Date.UTC(2026, 0, 7, 0, 0, 0),
+      auth: [{ provider: "minimax", token: "token-1b" }],
+      fetch: mockFetch,
+    });
+
+    const minimax = summary.providers.find((p) => p.provider === "minimax");
+    expect(minimax?.windows[0]?.usedPercent).toBe(25);
+    expect(mockFetch).toHaveBeenCalled();
+  });
+
   it("handles MiniMax model_remains usage payloads", async () => {
     const makeResponse = (status: number, body: unknown): Response => {
       const payload = typeof body === "string" ? body : JSON.stringify(body);