diff --git a/front_end/messages/en.json b/front_end/messages/en.json
index cca809b189..4ddaa7a4da 100644
--- a/front_end/messages/en.json
+++ b/front_end/messages/en.json
@@ -320,6 +320,7 @@
   "average": "Average",
   "score": "Score",
   "coverage": "Coverage",
+  "totalCoverage": "Total Coverage",
   "totalScore": "Total Score",
   "totalTake": "Total Take",
   "weightedAverageScore": "Weighted Average Score",
@@ -524,6 +525,8 @@
   "noMedals": "No medals yet",
   "leaderboard": "Leaderboard",
   "openLeaderboard": "Open Leaderboard",
+  "liveLeaderboardDisclaimer": "This is a live leaderboard; rankings may change on a daily basis.",
+  "legacyPeerDisclaimer": "The Peer Accuracy leaderboards used slightly different math before 2024. See details <link>here</link>.",
   "namesPrediction": "<name>{username}'s</name> Prediction",
   "includeMyForecast": "include your latest forecast in this comment",
   "privateComment": "private comment",
diff --git a/front_end/src/app/(main)/(leaderboards)/leaderboard/components/leaderboard_header.tsx b/front_end/src/app/(main)/(leaderboards)/leaderboard/components/leaderboard_header.tsx
index 54c127b591..6b2f123a2b 100644
--- a/front_end/src/app/(main)/(leaderboards)/leaderboard/components/leaderboard_header.tsx
+++ b/front_end/src/app/(main)/(leaderboards)/leaderboard/components/leaderboard_header.tsx
@@ -43,18 +43,18 @@ const LeaderboardHeader: FC<Props> = ({ filters }) => {
   };
 
   return (
-    <section className="text-metac-blue-800 dark:text-metac-blue-800-dark flex w-full flex-col items-center gap-3.5 max-sm:pt-3 sm:m-8 sm:mb-6 sm:gap-6">
+    <section className="flex w-full flex-col items-center gap-3.5 text-blue-800 dark:text-blue-800-dark max-sm:pt-3 sm:m-8 sm:mb-6 sm:gap-6">
       <div className="flex flex-col gap-3.5">
         <div className="flex flex-col items-center justify-center gap-3">
           {category !== "all" && (
             <Link
               href={`?year=${year}&duration=${duration}`}
-              className="text-metac-blue-700 dark:text-metac-blue-700-dark text-base leading-5"
+              className="text-base leading-5 text-blue-700 dark:text-blue-700-dark"
             >
               {t("leaderboards")}
             </Link>
           )}
-          <div className="text-metac-blue-900 dark:text-metac-blue-900-dark text-2xl font-bold sm:text-4xl">
+          <div className="text-2xl font-bold text-blue-900 dark:text-blue-900-dark sm:text-4xl">
             {category !== "all" ? (
               <div className="flex items-center gap-4">
                 <span>{t(RANKING_CATEGORIES[category].translationKey)}</span>
@@ -64,7 +64,7 @@ const LeaderboardHeader: FC<Props> = ({ filters }) => {
             )}
           </div>
         </div>
-        <div className="text-metac-gray-700 dark:text-metac-gray-700-dark max-w-3xl px-5 py-2 text-center text-sm font-normal sm:py-0 sm:text-base">
+        <div className="max-w-3xl px-5 py-2 text-center text-sm font-normal text-gray-700 dark:text-gray-700-dark sm:py-0 sm:text-base">
           {RANKING_CATEGORIES[category].explanation}
         </div>
       </div>
@@ -95,13 +95,13 @@ const LeaderboardHeader: FC<Props> = ({ filters }) => {
           </div>
         )}
       </div>
-      <div className="dark:text-metac-blue-600-dark flex justify-center gap-5 font-medium leading-6 sm:hidden">
+      <div className="flex justify-center gap-5 font-medium leading-6 dark:text-blue-600-dark sm:hidden">
         {/* comments and questionWriting leaderboards only exist for 1-year durations, so no selector is shown */}
         {durations &&
           duration &&
           ["all", "peer", "baseline"].includes(category) && (
             <div className="flex items-center gap-2.5">
-              <span className="text-metac-blue-800 dark:text-metac-blue-800-dark text-base font-medium">
+              <span className="text-base font-medium text-blue-800 dark:text-blue-800-dark">
                 {t("duration:")}
               </span>
               <Listbox
@@ -115,7 +115,7 @@ const LeaderboardHeader: FC<Props> = ({ filters }) => {
           )}
         {periods && year && (
           <div className="flex items-center gap-2.5">
-            <span className="text-metac-blue-800 dark:text-metac-blue-800-dark text-base font-medium">
+            <span className="text-base font-medium text-blue-800 dark:text-blue-800-dark">
               {t("timePeriod")}
             </span>
             <Listbox
@@ -128,6 +128,20 @@ const LeaderboardHeader: FC<Props> = ({ filters }) => {
           </div>
         )}
       </div>
+      {Number(year) + Number(duration) > 2024 && (
+        <div className="max-w-3xl px-5 py-2 text-center text-xs font-normal text-gray-700 dark:text-gray-700-dark sm:py-0">
+          {t("liveLeaderboardDisclaimer")}
+        </div>
+      )}
+      {category === "peer" && Number(year) + Number(duration) < 2024 && (
+        <div className="max-w-3xl px-5 py-2 text-center text-xs font-normal text-gray-700 dark:text-gray-700-dark sm:py-0">
+          {t.rich("legacyPeerDisclaimer", {
+            link: (chunks) => (
+              <Link href="/help/medals-faq/#peer-medals">{chunks}</Link>
+            ),
+          })}
+        </div>
+      )}
     </section>
   );
 };
diff --git a/front_end/src/app/(main)/(leaderboards)/leaderboard/components/leaderboard_table/index.tsx b/front_end/src/app/(main)/(leaderboards)/leaderboard/components/leaderboard_table/index.tsx
index 6d40ce43b5..7bbcd7c443 100644
--- a/front_end/src/app/(main)/(leaderboards)/leaderboard/components/leaderboard_table/index.tsx
+++ b/front_end/src/app/(main)/(leaderboards)/leaderboard/components/leaderboard_table/index.tsx
@@ -68,6 +68,7 @@ const LeaderboardTable: FC<Props> = ({
               year={year}
               duration={duration}
               category={category}
+              scoreType={leaderboardDetails.score_type}
             />
           )}
 
@@ -77,6 +78,11 @@ const LeaderboardTable: FC<Props> = ({
             <th className="hidden w-24 px-4 py-2.5 text-right @md:!table-cell">
               {category === "comments" ? t("comments") : t("questions")}
             </th>
+            {leaderboardDetails.score_type === "peer_global" && (
+              <th className="w-24 px-4 py-2.5 text-right">
+                {t("totalCoverage")}
+              </th>
+            )}
             <th className="w-20 px-4 py-2.5 text-right">{t("score")}</th>
           </tr>
           {!!entriesToDisplay.length ? (
@@ -84,6 +90,7 @@ const LeaderboardTable: FC<Props> = ({
               <LeaderboardRow
                 key={`ranking-row-${category}-${entry.user ? entry.user.id : entry.aggregation_method!}`}
                 rowEntry={entry}
+                scoreType={leaderboardDetails.score_type}
                 href={
                   entry.user
                     ? `/accounts/profile/${entry.user.id}?mode=medals`
@@ -125,6 +132,7 @@ const LeaderboardTable: FC<Props> = ({
                 year={year}
                 duration={duration}
                 category={category}
+                scoreType={leaderboardDetails.score_type}
               />
             </>
           )}
diff --git a/front_end/src/app/(main)/(leaderboards)/leaderboard/components/leaderboard_table/table_row.tsx b/front_end/src/app/(main)/(leaderboards)/leaderboard/components/leaderboard_table/table_row.tsx
index 02f59ed15d..dca8fcdb3b 100644
--- a/front_end/src/app/(main)/(leaderboards)/leaderboard/components/leaderboard_table/table_row.tsx
+++ b/front_end/src/app/(main)/(leaderboards)/leaderboard/components/leaderboard_table/table_row.tsx
@@ -3,7 +3,11 @@ import Link from "next/link";
 import { FC } from "react";
 
 import { Href } from "@/types/navigation";
-import { CategoryKey, LeaderboardEntry } from "@/types/scoring";
+import {
+  CategoryKey,
+  LeaderboardEntry,
+  LeaderboardType,
+} from "@/types/scoring";
 import { abbreviatedNumber } from "@/utils/number_formatters";
 
 import MedalIcon from "../../../components/medal_icon";
@@ -16,13 +20,26 @@ import {
 
 type Props = {
   rowEntry: LeaderboardEntry;
+  scoreType: LeaderboardType;
   href: Href;
   isUserRow?: boolean;
 };
 
-const LeaderboardRow: FC<Props> = ({ rowEntry, href, isUserRow = false }) => {
-  const { user, aggregation_method, rank, contribution_count, score, medal } =
-    rowEntry;
+const LeaderboardRow: FC<Props> = ({
+  rowEntry,
+  scoreType,
+  href,
+  isUserRow = false,
+}) => {
+  const {
+    user,
+    aggregation_method,
+    rank,
+    coverage,
+    contribution_count,
+    score,
+    medal,
+  } = rowEntry;
 
   return (
     <tr
@@ -72,6 +89,16 @@ const LeaderboardRow: FC<Props> = ({ rowEntry, href, isUserRow = false }) => {
           {abbreviatedNumber(contribution_count, 3, 0)}
         </Link>
       </td>
+      {scoreType == "peer_global" && (
+        <td className="hidden w-24 p-0 font-mono text-base leading-4 @md:!table-cell">
+          <Link
+            href={href}
+            className="flex items-center justify-end px-4 py-2.5 text-sm no-underline"
+          >
+            {abbreviatedNumber(coverage, 3, 0)}
+          </Link>
+        </td>
+      )}
       <td
         className={classNames(
           "w-20 p-0 font-mono text-base leading-4",
@@ -94,12 +121,14 @@ type UserLeaderboardRowProps = {
   category: CategoryKey;
   year: string;
   duration: string;
+  scoreType: LeaderboardType;
 };
 export const UserLeaderboardRow: FC<UserLeaderboardRowProps> = ({
   userEntry,
   year,
   duration,
   category,
+  scoreType,
 }) => {
   // only show this row for users who are logged in and have any ranking data
   // in this category
@@ -109,7 +138,14 @@ export const UserLeaderboardRow: FC<UserLeaderboardRowProps> = ({
     ? "/medals"
     : `/contributions/?${SCORING_CATEGORY_FILTER}=${category}&${CONTRIBUTIONS_USER_FILTER}=${userEntry.user!.id}&${SCORING_YEAR_FILTER}=${year}&${SCORING_DURATION_FILTER}=${duration}`;
 
-  return <LeaderboardRow rowEntry={userEntry} href={userHref} isUserRow />;
+  return (
+    <LeaderboardRow
+      rowEntry={userEntry}
+      scoreType={scoreType}
+      href={userHref}
+      isUserRow
+    />
+  );
 };
 
 export default LeaderboardRow;
diff --git a/front_end/src/app/(main)/(leaderboards)/ranking_categories.tsx b/front_end/src/app/(main)/(leaderboards)/ranking_categories.tsx
index b9af5cd569..2fb39bc036 100644
--- a/front_end/src/app/(main)/(leaderboards)/ranking_categories.tsx
+++ b/front_end/src/app/(main)/(leaderboards)/ranking_categories.tsx
@@ -43,13 +43,13 @@ export const RANKING_CATEGORIES: Record<
     explanation: (
       <span>
         <strong>Peer Accuracy</strong> measures how accurate a user was compared
-        to others. Users are ranked by the average of their{" "}
-        <a href="/help/scores-faq/#peer-score">Peer scores</a>. If a user
-        forecast
-        {" N<40"} questions, then their average score includes (40-N) questions
-        with a 0 score. This lowers the chance of a user getting lucky on a few
-        questions and winning a medal. Learn more{" "}
-        <a href="/help/medals-faq/#peer-medals">here</a>.
+        to others. Users are ranked by the sum of their{" "}
+        <a href="/help/scores-faq/#peer-score">Peer scores</a>, divided by the
+        sum of their <a href="/help/scores-faq/#coverage">Coverages</a>. This
+        creates a weighted average, where each prediction is counted
+        proportionally to how long it was standing. To reduce the impact of
+        luck, all forecasters start with a prior of 30 questions with a score of
+        0. Learn more <a href="/help/medals-faq/#peer-medals">here</a>.
       </span>
     ),
   },