diff --git a/src/app/(dashboard)/dashboard/usage/components/ProviderLimits/utils.js b/src/app/(dashboard)/dashboard/usage/components/ProviderLimits/utils.js
index 4bc47b044..e1065065c 100644
--- a/src/app/(dashboard)/dashboard/usage/components/ProviderLimits/utils.js
+++ b/src/app/(dashboard)/dashboard/usage/components/ProviderLimits/utils.js
@@ -585,21 +585,28 @@ export function parseQuotaData(provider, data) {
       case "qoder":
         // Qoder ships a `user` quota and (optionally) an `organization`
         // quota, both with same shape: {total, used, remaining, unit, resetAt}.
-        // Skip an organization bucket when its total is 0 — most personal
-        // Qoder accounts won't have one and rendering "0/0" is misleading.
+        /**
+         * Hide only all-zero organization placeholders; a zero reported total
+         * can still carry meaningful usage and is inferred from used + remaining.
+         */
         // Don't forward Qoder's `remaining` field: it's an absolute credit
         // count, but getRemainingPercentage / QuotaTable interpret
         // `remaining` as a 0-100 percentage and would render 348 credits
         // as "348%". The percentage is computed from used/total instead.
         if (data.quotas) {
           Object.entries(data.quotas).forEach(([quotaType, quota]) => {
-            if (quotaType === "organization" && (!quota || (Number(quota.total) || 0) === 0)) {
+            if (
+              quotaType === "organization"
+              && (!quota || [quota.total, quota.used, quota.remaining]
+                .every((value) => (Number(value) || 0) === 0))
+            ) {
               return;
             }
             normalizedQuotas.push({
               name: quotaType === "user" ? "Personal" : quotaType === "organization" ? "Organization" : quotaType,
               used: quota.used || 0,
-              total: quota.total || 0,
+              total: Math.max(0, Number(quota.total) || 0)
+                || ((Number(quota.used) || 0) + (Number(quota.remaining) || 0)),
               unit: quota.unit,
               resetAt: quota.resetAt || null,
             });
diff --git a/tests/unit/qoder-quota.test.js b/tests/unit/qoder-quota.test.js
new file mode 100644
index 000000000..fefe59d30
--- /dev/null
+++ b/tests/unit/qoder-quota.test.js
@@ -0,0 +1,57 @@
+import { describe, expect, it } from "vitest";
+
+import { parseQuotaData } from "../../src/app/(dashboard)/dashboard/usage/components/ProviderLimits/utils.js";
+
+describe("Qoder quota normalization", () => {
+  it("shows zero-total organization usage with an inferred total", () => {
+    expect(parseQuotaData("qoder", {
+      quotas: {
+        organization: {
+          total: 0,
+          used: 3804,
+          remaining: 6196,
+          unit: "credits",
+          resetAt: "2026-07-31T16:00:00.000Z",
+        },
+      },
+    })).toEqual([{
+      name: "Organization",
+      used: 3804,
+      total: 10000,
+      unit: "credits",
+      resetAt: "2026-07-31T16:00:00.000Z",
+    }]);
+  });
+
+  it("keeps an all-zero personal quota", () => {
+    expect(parseQuotaData("qoder", {
+      quotas: {
+        user: {
+          total: 0,
+          used: 0,
+          remaining: 0,
+          unit: "credits",
+        },
+      },
+    })).toEqual([{
+      name: "Personal",
+      used: 0,
+      total: 0,
+      unit: "credits",
+      resetAt: null,
+    }]);
+  });
+
+  it("skips an all-zero organization placeholder", () => {
+    expect(parseQuotaData("qoder", {
+      quotas: {
+        organization: {
+          total: 0,
+          used: 0,
+          remaining: 0,
+          unit: "credits",
+        },
+      },
+    })).toEqual([]);
+  });
+});