diff --git a/frontend/src/lib/terms.ts b/frontend/src/lib/terms.ts
index 2738f2e2..1ce0fe37 100644
--- a/frontend/src/lib/terms.ts
+++ b/frontend/src/lib/terms.ts
@@ -2878,6 +2878,8 @@ export const RUN_COMPARE_TEXT = {
   rowsBase: (base: string) => `基准 ${base}`,
   rowsTarget: (target: string) => `本次 ${target}`,
   literals: '变化的参数',
+  /** 参数前后两个值之间的箭头，读屏念这个 */
+  changedTo: '改为',
   baseSql: '基准的 SQL',
   targetSql: '本次的 SQL',
   bothSql: '两次相同的 SQL',
diff --git a/frontend/src/pages/runs/ComparePage.tsx b/frontend/src/pages/runs/ComparePage.tsx
index 508b3004..30b9e8cf 100644
--- a/frontend/src/pages/runs/ComparePage.tsx
+++ b/frontend/src/pages/runs/ComparePage.tsx
@@ -1,4 +1,4 @@
-import { useEffect, useState } from 'react'
+import { useEffect, useRef, useState } from 'react'
 import { Link, useLocation, useNavigate, useSearchParams } from 'react-router-dom'
 import { GitCompareArrows } from 'lucide-react'
 import { EmptyState, PageHeader, Skeleton, Spinner } from '../../components/ui'
@@ -44,7 +44,11 @@ export function ComparePage() {
 
   const targetRun = useRunRecord(target)
   const baseRun = useRunRecord(base)
-  const workflowId = targetRun.data?.workflow_id
+  // 换基准的下拉按本次的工作流取。互换、换了本次之后新的运行记录还在路上时沿用上一次知道的工作流：能比的两次运行
+  // 本来就是同一个工作流，不必让下拉先退回「正在读取」、再把同一份列表取一遍
+  const lastWorkflow = useRef<string | null | undefined>(undefined)
+  if (targetRun.state === 'ok') lastWorkflow.current = targetRun.data?.workflow_id ?? null
+  const workflowId = targetRun.state === 'ok' ? targetRun.data?.workflow_id : lastWorkflow.current
   const candidates = useCandidates(workflowId)
   const cmp = useComparison(target, base)
 
diff --git a/frontend/src/pages/runs/compare/Metrics.tsx b/frontend/src/pages/runs/compare/Metrics.tsx
index be97860b..319c6bee 100644
--- a/frontend/src/pages/runs/compare/Metrics.tsx
+++ b/frontend/src/pages/runs/compare/Metrics.tsx
@@ -108,7 +108,7 @@ function MetricRows({ m, k, detailId, open, onToggle }: {
     <Fragment>
       <tr className={clsx('border-b align-top last:border-0', open && 'bg-hover')} data-compare-metric={k} data-class={m.classification}>
         <th scope="row" className={clsx(STICKY, open ? 'bg-hover' : 'bg-panel', 'px-2.5 py-2 text-left font-normal')}>
-          <button type="button" data-compare-expand="" aria-expanded={open} aria-controls={detailId}
+          <button type="button" data-compare-expand="" aria-expanded={open} aria-controls={open ? detailId : undefined}
                   title={open ? T.collapse(m.name) : T.expand(m.name)} onClick={onToggle}
                   className="group flex max-w-[220px] items-start gap-1 rounded-sm text-left focus-visible:outline-2 focus-visible:outline-offset-1 focus-visible:outline-[color:var(--accent)]">
             <ChevronRight size={12} aria-hidden
@@ -128,7 +128,7 @@ function MetricRows({ m, k, detailId, open, onToggle }: {
         <td className="px-2.5 py-2"><ClassChip value={m.classification} /></td>
         <td className="px-2.5 py-2">
           {m.decomposition ? (
-            <Split d={m.decomposition} total={deltaText(m)} />
+            <Split d={m.decomposition} total={totalText(m)} />
           ) : m.decomposition_note ? (
             <p className="max-w-[280px] text-2xs leading-relaxed text-dim [overflow-wrap:anywhere]" data-compare-decomp-note="">
               {m.decomposition_note}
@@ -155,6 +155,15 @@ function deltaText(m: RunCompareMetric): string {
   return m.delta === 0 ? T.noChange : NONE
 }
 
+/**
+ * 拆分那句话里的总变化：口径变了、数值却碰巧没变时服务端不给变化量的写法（两效应正好抵消），写「0」，
+ * 不写成「两者之和等于总变化 无变化」
+ */
+function totalText(m: RunCompareMetric): string {
+  if (m.delta_rendered) return m.delta_rendered
+  return m.delta === 0 ? '0' : NONE
+}
+
 /**
  * 能严格拆分的：口径效应、数据效应并列，下面一段两截的条形按两者的绝对值分长短。一正一负（互相抵消）时负的那截画
  * 斜纹：长短只说谁的分量大，方向看数的正负号
@@ -205,7 +214,7 @@ function MetricDetail({ m }: { m: RunCompareMetric }) {
         )}
         {m.decomposition && (
           <p className="text-xs leading-relaxed text-fg" data-compare-decomp-sum="">
-            {T.splitSum(m.decomposition.caliber_rendered, m.decomposition.data_rendered, deltaText(m))}
+            {T.splitSum(m.decomposition.caliber_rendered, m.decomposition.data_rendered, totalText(m))}
           </p>
         )}
         <Inputs m={m} />
diff --git a/frontend/src/pages/runs/compare/Queries.tsx b/frontend/src/pages/runs/compare/Queries.tsx
index cf62f44e..1b982898 100644
--- a/frontend/src/pages/runs/compare/Queries.tsx
+++ b/frontend/src/pages/runs/compare/Queries.tsx
@@ -59,7 +59,7 @@ function QueryItem({ q, k, nth }: { q: RunCompareQuery; k: string; nth: number |
         <span className="tnum text-2xs text-faint" data-compare-rows="">{rows}</span>
         {foldable && (
           <button type="button" className="btn btn-xs btn-ghost text-faint" data-compare-sql-toggle=""
-                  aria-expanded={showSql} aria-controls={sqlId} onClick={() => setShowSql((v) => !v)}>
+                  aria-expanded={showSql} aria-controls={showSql ? sqlId : undefined} onClick={() => setShowSql((v) => !v)}>
             <ChevronRight size={11} aria-hidden className={clsx('transition-transform', showSql && 'rotate-90')} />
             {showSql ? T.hideSql : T.showSql}
           </button>
@@ -82,7 +82,9 @@ function QueryItem({ q, k, nth }: { q: RunCompareQuery; k: string; nth: number |
             {q.literals.map((l, i) => (
               <li key={i} className="flex min-w-0 flex-wrap items-center gap-1.5">
                 <code className="mono rounded px-1 [overflow-wrap:anywhere]" style={MARK.del}>{valueText(l.base)}</code>
+                {/* 箭头只给眼睛看，读屏念「改为」 */}
                 <span className="text-faint" aria-hidden>→</span>
+                <span className="sr-only">{T.changedTo}</span>
                 <code className="mono rounded px-1 [overflow-wrap:anywhere]" style={MARK.add}>{valueText(l.target)}</code>
               </li>
             ))}
diff --git a/scripts/check-compare.mjs b/scripts/check-compare.mjs
index e4bb797d..a010b0b3 100644
--- a/scripts/check-compare.mjs
+++ b/scripts/check-compare.mjs
@@ -558,6 +558,8 @@ await section('换基准、互换', async () => {
   check('换基准：重新请求对比', compareHits(log, T, B2) === 1)
   check('换基准：页面换成新的一份', (await texts(page, '[data-compare-notes] li')).includes(NOTE_B2))
   check('换基准：基准卡跟着换', (await text(page, '[data-compare-run="base"]')).includes('9/21'))
+  const lists = () => log.filter((k) => k.startsWith('GET /api/runs?') && k.includes(`workflow_id=${WF}`)).length
+  const listsBefore = lists()
   await page.locator('button[data-compare-swap]').click()
   await until(async () => new URL(page.url()).searchParams.get('target') === B2)
   await until(async () => compareHits(log, B2, T) === 1)
@@ -566,6 +568,9 @@ await section('换基准、互换', async () => {
   check('互换：重新请求对比', compareHits(log, B2, T) === 1)
   await settled(page)
   check('互换：两张卡跟着对调', (await page.locator('[data-compare-run="target"] a[data-compare-run-link]').getAttribute('href')) === `/runs/${B2}`)
+  check('互换：同一工作流的运行列表不重取，下拉照常可用', lists() === listsBefore
+    && await page.locator('select[data-compare-base-picker]').isEnabled() && await page.locator('select[data-compare-base-picker]').inputValue() === T,
+    `${listsBefore} → ${lists()}`)
 })
 
 await section('过时的答复不盖掉新的', async () => {