diff --git a/src/components/data-api-providers-pivot.tsx b/src/components/data-api-providers-pivot.tsx
index f5c34f63..a4ef9659 100644
--- a/src/components/data-api-providers-pivot.tsx
+++ b/src/components/data-api-providers-pivot.tsx
@@ -9,6 +9,7 @@ import {
   fmtDataValue,
   type DataApiProviderPivotRow,
   type DataApiRegionScore,
+  type DataApiCellWin,
   type DataApiGroup,
 } from "@/lib/data-api-stats";
 
@@ -216,8 +217,8 @@ function GroupCell({
 
   const { bestRank, bestCell } = cell;
   const accent = GROUP_META[group].accent;
-  const hasRegions = bestCell.regions && bestCell.regions.length > 0;
-  const hasSub = hasRegions;
+  const hasCellWins = bestCell.cellWins && bestCell.cellWins.length > 0;
+  const hasRegions = !hasCellWins && bestCell.regions && bestCell.regions.length > 0;
 
   const bg =
     bestRank === 1
@@ -235,7 +236,7 @@ function GroupCell({
 
   return (
     <div
-      className="inline-flex flex-col items-start gap-1 rounded-md px-2 py-1.5 min-w-[110px]"
+      className="inline-flex flex-col items-start gap-1 rounded-md px-2 py-1.5 min-w-[120px]"
       style={{ background: bg }}
     >
       {/* Global rank + value */}
@@ -251,8 +252,10 @@ function GroupCell({
       <span className="text-[9px] text-ink-faint leading-tight">
         {bestCell.benchShortTitle.replace("coverage", "cov.").replace("freshness", "fresh.")}
       </span>
-      {/* Region sub-scores */}
-      {hasSub && (
+      {hasCellWins && (
+        <CellWinsRow wins={bestCell.cellWins!} accent={accent} />
+      )}
+      {hasRegions && (
         <div className="flex flex-wrap items-center gap-1.5 pt-0.5 border-t border-ink/8 w-full">
           <RegionSubScores
             regions={bestCell.regions!}
@@ -300,6 +303,33 @@ function RegionSubScores({
   );
 }
 
+function CellWinsRow({ wins, accent }: { wins: DataApiCellWin[]; accent: string }) {
+  return (
+    <div className="flex flex-col gap-0.5 pt-0.5 border-t border-ink/8 w-full">
+      {wins.map((w) => (
+        <div key={w.region} className="flex items-center gap-1">
+          <span
+            className="text-[8px] font-medium uppercase text-ink-faint w-6 shrink-0"
+            style={{ letterSpacing: "0.04em" }}
+          >
+            {w.regionLabel}
+          </span>
+          <div className="flex flex-wrap gap-0.5">
+            {w.chains.map((c) => (
+              <span
+                key={c.chain}
+                className="text-[8px] font-bold"
+                style={{ color: accent }}
+              >
+                {c.label}
+              </span>
+            ))}
+          </div>
+        </div>
+      ))}
+    </div>
+  );
+}
 
 function RankBadge({ rank, accent }: { rank: number; accent: string }) {
   const bg = rank === 1 ? accent : "transparent";
diff --git a/src/lib/data-api-stats.ts b/src/lib/data-api-stats.ts
index f69371ac..86b425bd 100644
--- a/src/lib/data-api-stats.ts
+++ b/src/lib/data-api-stats.ts
@@ -167,6 +167,13 @@ export type DataApiChainScore = {
   p50: number;
 };
 
+/** Per-region chain wins: in this region, the provider is #1 on these chains. */
+export type DataApiCellWin = {
+  region: string;
+  regionLabel: string;
+  chains: { chain: string; label: string }[];
+};
+
 export type DataApiProviderCell = {
   benchSlug: string;
   benchShortTitle: string;
@@ -175,10 +182,10 @@ export type DataApiProviderCell = {
   p50: number;
   unit: Benchmark["unit"];
   higherIsBetter: boolean;
-  /** Per-region ranks for benches that have extras.regions populated. */
+  /** Per-region ranks for benches that have extras.regions but no cellRanks. */
   regions?: DataApiRegionScore[];
-  /** Chains this provider leads on in this bench (rank 1 per chain). */
-  chains?: DataApiChainScore[];
+  /** Per-region chain wins from cellRanks (supersedes regions when present). */
+  cellWins?: DataApiCellWin[];
 };
 
 export type DataApiProviderPivotRow = {
@@ -340,31 +347,6 @@ function computeProviderRegionScores(
   return result;
 }
 
-/**
- * Returns the chains where providerSlug is the winner (rank 1) in this bench.
- */
-function computeProviderChainScores(
-  bench: Benchmark,
-  providerSlug: string,
-): DataApiChainScore[] {
-  if (!bench.bestPerChain) return [];
-  const scores: DataApiChainScore[] = [];
-  for (const [chain, r] of Object.entries(bench.bestPerChain)) {
-    if (
-      r.slug === providerSlug &&
-      r.availability !== "unavailable" &&
-      !r.unresponsive &&
-      r.ms.p50 > 0
-    ) {
-      scores.push({
-        chain,
-        label: CHAIN_LABELS[chain] ?? chain,
-        p50: r.ms.p50,
-      });
-    }
-  }
-  return scores.sort((a, b) => a.label.localeCompare(b.label));
-}
 
 function toBenchRow(slug: string, bench: Benchmark): DataApiBenchRow {
   const live = sortedResults(liveResults(bench), bench.higherIsBetter);
@@ -421,6 +403,41 @@ export function fmtDataValue(v: number, unit: Benchmark["unit"]): string {
   }
 }
 
+/**
+ * From bench.cellRanks (keys "chain|region"), extract the cells where
+ * providerSlug is rank #1, grouped by region.
+ * e.g. US → [BNB, Base], EU → [BNB], SGP → [SOL, RH]
+ */
+function computeProviderCellWins(
+  bench: Benchmark,
+  providerSlug: string,
+): DataApiCellWin[] {
+  if (!bench.cellRanks) return [];
+
+  const regionChains = new Map<string, string[]>();
+  for (const [key, entries] of Object.entries(bench.cellRanks)) {
+    const [chain, region] = key.split("|");
+    if (chain === "all" || region === "all") continue;
+    if (entries[0]?.slug !== providerSlug) continue;
+    const chains = regionChains.get(region) ?? [];
+    chains.push(chain);
+    regionChains.set(region, chains);
+  }
+
+  if (regionChains.size === 0) return [];
+
+  return (["us-east", "eu-west", "ap-southeast", "sgp"] as const)
+    .filter((r) => regionChains.has(r))
+    .map((r) => ({
+      region: r,
+      regionLabel: REGION_LABELS[r] ?? r.toUpperCase(),
+      chains: (regionChains.get(r) ?? []).map((c) => ({
+        chain: c,
+        label: CHAIN_LABELS[c] ?? c,
+      })),
+    }));
+}
+
 async function buildSnapshot(): Promise<DataApiSnapshot | null> {
   const settled = await Promise.allSettled(
     BENCH_SLUGS.map((s) => loadBenchFromBlob(s)),
@@ -464,8 +481,8 @@ async function buildSnapshot(): Promise<DataApiSnapshot | null> {
       if (!providerMap.has(r.slug)) {
         providerMap.set(r.slug, { name: r.name, cells: [] });
       }
-      const regions = regionScores.get(r.slug);
-      const chains = computeProviderChainScores(bench, r.slug);
+      const cellWins = computeProviderCellWins(bench, r.slug);
+      const regions = cellWins.length === 0 ? regionScores.get(r.slug) : undefined;
       providerMap.get(r.slug)!.cells.push({
         benchSlug: slug,
         benchShortTitle: BENCH_SHORT_TITLE[slug] ?? slug,
@@ -475,7 +492,7 @@ async function buildSnapshot(): Promise<DataApiSnapshot | null> {
         unit: bench.unit,
         higherIsBetter: bench.higherIsBetter,
         regions: regions && regions.length > 0 ? regions : undefined,
-        chains: chains.length > 0 ? chains : undefined,
+        cellWins: cellWins.length > 0 ? cellWins : undefined,
       });
     }
   }