diff --git a/ui/litellm-dashboard/src/components/lens/model/live.test.ts b/ui/litellm-dashboard/src/components/lens/model/live.test.ts
index 98030136f08..e9814c5d7a9 100644
--- a/ui/litellm-dashboard/src/components/lens/model/live.test.ts
+++ b/ui/litellm-dashboard/src/components/lens/model/live.test.ts
@@ -4,6 +4,7 @@ import {
   briefReasoning,
   checkLabel,
   conclusions,
+  doneLine,
   durationLabel,
   newestFirst,
   nowLine,
@@ -370,6 +371,17 @@ describe("honest live list", () => {
     expect(inFlight({ status: "running" } as Job)).toEqual([]);
   });
 
+  it("sums up a finished run from when reading started", () => {
+    const job = {
+      reviewed: 30,
+      created_at: "2026-10-03T16:00:00Z",
+      finished_at: "2026-10-03T16:00:41Z",
+      steps: [{ kind: "stage", label: "Reading executions", at: "2026-10-03T16:00:10Z" }],
+    } as unknown as Job;
+    expect(doneLine(job)).toBe("Reviewed 30 traces in 31s with");
+    expect(doneLine({ ...job, reviewed: 1, finished_at: null })).toBe("Reviewed 1 trace with");
+  });
+
   it("formats review time", () => {
     expect(durationLabel(420)).toBe("420ms");
     expect(durationLabel(1420)).toBe("1.4s");
diff --git a/ui/litellm-dashboard/src/components/lens/model/live.ts b/ui/litellm-dashboard/src/components/lens/model/live.ts
index ca6f9a5a27e..67f659623d2 100644
--- a/ui/litellm-dashboard/src/components/lens/model/live.ts
+++ b/ui/litellm-dashboard/src/components/lens/model/live.ts
@@ -1,3 +1,4 @@
+import { durationText } from "./format";
 import type { Job, Review, ReviewVerdict, Settings } from "./types";
 
 export type Outcome = "issue" | "clear" | "unknown";
@@ -239,3 +240,10 @@ export function durationLabel(ms: number): string {
   if (ms < 1000) return `${Math.max(0, Math.round(ms))}ms`;
   return ms < 60_000 ? `${(ms / 1000).toFixed(1)}s` : `${Math.floor(ms / 60_000)}m ${Math.round((ms % 60_000) / 1000)}s`;
 }
+
+export function doneLine(job: Pick<Job, "reviewed" | "created_at" | "finished_at" | "steps">): string {
+  const end = job.finished_at ? Date.parse(job.finished_at) : Number.NaN;
+  const seconds = Math.round((end - Date.parse(readingStart(job))) / 1000);
+  const took = Number.isFinite(seconds) && seconds >= 0 ? ` in ${durationText(seconds)}` : "";
+  return `Reviewed ${job.reviewed} ${job.reviewed === 1 ? "trace" : "traces"}${took} with`;
+}