diff --git a/CHANGELOG.md b/CHANGELOG.md
index 788be0840..e0ebd68c4 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -5,6 +5,7 @@
 ### ✨ New features
 
 - *...Add new stuff here...*
+- [core] Locally rasterized CJK glyphs now render at 2x texture resolution, preserving fine strokes. Mirrors [maplibre-gl-js#3006](https://github.com/maplibre/maplibre-gl-js/pull/3006).
 - [core] Added new map observer events: onPreCompileShader, onPostCompileShader, onShaderCompileFailed, onGlyphsLoaded, onGlyphsError, onGlyphsRequested, onTileAction, onSpriteLoaded, onSpriteError, onSpriteRequested ([#2694](https://github.com/maplibre/maplibre-native/pull/2694)).
 - [core] Add WebP image decoding support to default platform (Linux, Windows)
 - [core] All CMake properties are now prefixed `MLN_*` [1054](https://github.com/maplibre/maplibre-native/pull/1054).
diff --git a/include/mbgl/text/glyph.hpp b/include/mbgl/text/glyph.hpp
index f5a67be55..7694ca3a2 100644
--- a/include/mbgl/text/glyph.hpp
+++ b/include/mbgl/text/glyph.hpp
@@ -60,14 +60,17 @@ GlyphRange getGlyphRange(GlyphID glyph);
 struct GlyphMetrics {
     uint32_t width = 0;
     uint32_t height = 0;
-    int32_t left = 0;
-    int32_t top = 0;
+    float left = 0;
+    float top = 0;
     uint32_t advance = 0;
+    // True when the glyph bitmap is rendered at 2x texture resolution
+    // (e.g. local CJK glyphs).
+    bool isDoubleResolution = false;
 };
 
 inline bool operator==(const GlyphMetrics &lhs, const GlyphMetrics &rhs) {
     return lhs.width == rhs.width && lhs.height == rhs.height && lhs.left == rhs.left && lhs.top == rhs.top &&
-           lhs.advance == rhs.advance;
+           lhs.advance == rhs.advance && lhs.isDoubleResolution == rhs.isDoubleResolution;
 }
 
 class Glyph {
diff --git a/include/mbgl/text/glyph_range.hpp b/include/mbgl/text/glyph_range.hpp
index 461496a85..6f4f65db4 100644
--- a/include/mbgl/text/glyph_range.hpp
+++ b/include/mbgl/text/glyph_range.hpp
@@ -31,8 +31,9 @@ public:
 
 constexpr uint32_t GLYPHS_PER_GLYPH_RANGE = 256;
 constexpr uint32_t GLYPH_RANGES_PER_FONT_STACK = 256;
-// 256 - 126 ranges skipped w/ i18n::allowsFixedWidthGlyphGeneration
-constexpr uint32_t NON_IDEOGRAPH_GLYPH_RANGES_PER_FONT_STACK = 130;
+// Verified against i18n::glyphRangeIsEntirelyLocallyGenerated by
+// i18n.GlyphRangeLocalGenerationCountMatchesConstant.
+constexpr uint32_t NON_IDEOGRAPH_GLYPH_RANGES_PER_FONT_STACK = 97;
 
 } // end namespace mbgl
 
diff --git a/platform/android/MapLibreAndroid/src/cpp/text/local_glyph_rasterizer.cpp b/platform/android/MapLibreAndroid/src/cpp/text/local_glyph_rasterizer.cpp
index f313a2d32..e529b5dc0 100644
--- a/platform/android/MapLibreAndroid/src/cpp/text/local_glyph_rasterizer.cpp
+++ b/platform/android/MapLibreAndroid/src/cpp/text/local_glyph_rasterizer.cpp
@@ -59,6 +59,15 @@ PremultipliedImage LocalGlyphRasterizer::drawGlyphBitmap(const std::string& font
                                             static_cast<jni::jchar>(glyphID)));
 }
 
+float LocalGlyphRasterizer::getLastGlyphTop() {
+    UniqueEnv env{AttachEnv()};
+
+    static auto& javaClass = jni::Class<LocalGlyphRasterizer>::Singleton(*env);
+    static auto getLastGlyphTop = javaClass.GetMethod<jni::jfloat()>(*env, "getLastGlyphTop");
+
+    return javaObject.Call(*env, getLastGlyphTop);
+}
+
 void LocalGlyphRasterizer::registerNative(jni::JNIEnv& env) {
     jni::Class<LocalGlyphRasterizer>::Singleton(env);
 }
@@ -84,6 +93,8 @@ public:
         return androidLocalGlyphRasterizer.drawGlyphBitmap(*fontFamily, bold, glyphID);
     }
 
+    float getLastGlyphTop() { return androidLocalGlyphRasterizer.getLastGlyphTop(); }
+
 private:
     std::optional<std::string> fontFamily;
     android::LocalGlyphRasterizer androidLocalGlyphRasterizer;
@@ -98,6 +109,11 @@ bool LocalGlyphRasterizer::canRasterizeGlyph(const FontStack&, GlyphID glyphID)
     return util::i18n::allowsFixedWidthGlyphGeneration(glyphID) && impl->isConfigured();
 }
 
+// 2x bitmap with 1x logical metrics.
+constexpr uint32_t kLocalGlyphTextureScale = 2;
+constexpr uint32_t kLocalGlyphLogicalSize = 30;
+constexpr uint32_t kLocalGlyphBitmapSize = kLocalGlyphLogicalSize * kLocalGlyphTextureScale;
+
 Glyph LocalGlyphRasterizer::rasterizeGlyph(const FontStack& fontStack, GlyphID glyphID) {
     Glyph fixedMetrics;
     if (!impl->isConfigured()) {
@@ -106,19 +122,21 @@ Glyph LocalGlyphRasterizer::rasterizeGlyph(const FontStack& fontStack, GlyphID g
 
     fixedMetrics.id = glyphID;
 
-    Size size(35, 35);
-
-    fixedMetrics.metrics.width = size.width;
-    fixedMetrics.metrics.height = size.height;
-    fixedMetrics.metrics.left = -2;
-    fixedMetrics.metrics.top = -5;
+    // Metrics are reported in 1x logical units; the bitmap is allocated at 2x.
+    fixedMetrics.metrics.width = kLocalGlyphLogicalSize;
+    fixedMetrics.metrics.height = kLocalGlyphLogicalSize;
+    fixedMetrics.metrics.left = -1.5f;
     fixedMetrics.metrics.advance = 24;
+    fixedMetrics.metrics.isDoubleResolution = true;
 
     PremultipliedImage rgbaBitmap = impl->drawGlyphBitmap(fontStack, glyphID);
+    fixedMetrics.metrics.top = impl->getLastGlyphTop();
 
-    // Copy alpha values from RGBA bitmap into the AlphaImage output
-    fixedMetrics.bitmap = AlphaImage(size);
-    for (uint32_t i = 0; i < size.width * size.height; i++) {
+    // Copy alpha values from RGBA bitmap into the AlphaImage output. The Java side
+    // produces a kLocalGlyphBitmapSize x kLocalGlyphBitmapSize bitmap.
+    const Size bitmapSize(kLocalGlyphBitmapSize, kLocalGlyphBitmapSize);
+    fixedMetrics.bitmap = AlphaImage(bitmapSize);
+    for (uint32_t i = 0; i < bitmapSize.width * bitmapSize.height; i++) {
         fixedMetrics.bitmap.data[i] = 0xff -
                                       round(0.2126 * rgbaBitmap.data[4 * i] + 0.7152 * rgbaBitmap.data[4 * i + 1] +
                                             0.0722 * rgbaBitmap.data[4 * i + 2]);
diff --git a/platform/android/MapLibreAndroid/src/cpp/text/local_glyph_rasterizer_jni.hpp b/platform/android/MapLibreAndroid/src/cpp/text/local_glyph_rasterizer_jni.hpp
index d48a69d5e..4aa9375df 100644
--- a/platform/android/MapLibreAndroid/src/cpp/text/local_glyph_rasterizer_jni.hpp
+++ b/platform/android/MapLibreAndroid/src/cpp/text/local_glyph_rasterizer_jni.hpp
@@ -4,6 +4,8 @@
 
 #include <jni/jni.hpp>
 
+#include <cstdint>
+
 /*
     android::LocalGlyphRasterizer is the JNI wrapper of
     org/maplibre/android/text/LocalGlyphRasterizer
@@ -24,6 +26,7 @@ public:
     LocalGlyphRasterizer();
 
     PremultipliedImage drawGlyphBitmap(const std::string& fontFamily, const bool bold, const char16_t glyphID);
+    float getLastGlyphTop();
 
 private:
     jni::Global<jni::Object<LocalGlyphRasterizer>, jni::EnvAttachingDeleter> javaObject;
diff --git a/platform/android/MapLibreAndroid/src/main/java/org/maplibre/android/text/LocalGlyphRasterizer.java b/platform/android/MapLibreAndroid/src/main/java/org/maplibre/android/text/LocalGlyphRasterizer.java
index e0fd02d13..0c05cd5d9 100644
--- a/platform/android/MapLibreAndroid/src/main/java/org/maplibre/android/text/LocalGlyphRasterizer.java
+++ b/platform/android/MapLibreAndroid/src/main/java/org/maplibre/android/text/LocalGlyphRasterizer.java
@@ -4,38 +4,76 @@ import android.graphics.Bitmap;
 import android.graphics.Canvas;
 import android.graphics.Color;
 import android.graphics.Paint;
+import android.graphics.Rect;
 import android.graphics.Typeface;
 
 import androidx.annotation.Keep;
 import androidx.annotation.NonNull;
 import androidx.annotation.WorkerThread;
 
+import java.util.HashMap;
+import java.util.Map;
+
 /**
  * LocalGlyphRasterizer is the Android-specific platform implementation used
  * by the portable local_glyph_rasterizer.hpp
  */
 @Keep
 public class LocalGlyphRasterizer {
+  private static final int TEXTURE_SCALE = 2;
+  private static final int BITMAP_SIZE = 60;
+  private static final int TEXT_SIZE = 48;
+  private static final int RASTER_BUFFER = 3 * TEXTURE_SCALE;
+  private static final float TOP_ADJUSTMENT = 26.5f;
+  private static final float BASELINE_X = 10;
+
   private final Bitmap bitmap;
   @NonNull
   private final Paint paint;
   @NonNull
   private final Canvas canvas;
+  @NonNull
+  private final Rect textBounds;
+  @NonNull
+  // Tiny cache (font stacks × 2 for bold/regular) so glyphs don't
+  // pay Typeface.create's cache lookup and internal lock per call.
+  private final Map<String, Typeface> typefaceCache;
+  // Updated by drawGlyphBitmap so native code can read the measured top without
+  // allocating a per-glyph result object.
+  private float glyphTop;
 
   LocalGlyphRasterizer() {
     /*
-      35x35px dimensions are hardwired to match local_glyph_rasterizer.cpp
-      These dimensions are large enough to draw a 24 point character in the middle
-      of the bitmap (y: 20) with some buffer around the edge
+      60x60px dimensions are hardwired to match local_glyph_rasterizer.cpp.
+      Glyphs are drawn at 2x texture resolution, while logical metrics stay at 1x.
+      These dimensions are large enough to draw a 48 px character in the middle
+      of the bitmap with some buffer around the edge.
     */
-    bitmap = Bitmap.createBitmap(35, 35, Bitmap.Config.ARGB_8888);
+    bitmap = Bitmap.createBitmap(BITMAP_SIZE, BITMAP_SIZE, Bitmap.Config.ARGB_8888);
 
     paint = new Paint();
     paint.setAntiAlias(true);
-    paint.setTextSize(24);
+    paint.setTextSize(TEXT_SIZE);
 
     canvas = new Canvas();
     canvas.setBitmap(bitmap);
+    textBounds = new Rect();
+    typefaceCache = new HashMap<>();
+  }
+
+  private void setTypeface(String fontFamily, boolean bold) {
+    String key = (bold ? "bold:" : "regular:") + fontFamily;
+    Typeface typeface = typefaceCache.get(key);
+    if (typeface == null) {
+      typeface = Typeface.create(fontFamily, bold ? Typeface.BOLD : Typeface.NORMAL);
+      typefaceCache.put(key, typeface);
+    }
+    paint.setTypeface(typeface);
+  }
+
+  private int measureGlyphTop(String glyph) {
+    paint.getTextBounds(glyph, 0, glyph.length(), textBounds);
+    return Math.max(0, -textBounds.top);
   }
 
   /***
@@ -51,9 +89,17 @@ public class LocalGlyphRasterizer {
    */
   @WorkerThread
   protected Bitmap drawGlyphBitmap(String fontFamily, boolean bold, char glyphID) {
-    paint.setTypeface(Typeface.create(fontFamily, bold ? Typeface.BOLD : Typeface.NORMAL));
+    setTypeface(fontFamily, bold);
+    String glyph = String.valueOf(glyphID);
+    int glyphTopPx = measureGlyphTop(glyph);
+    glyphTop = glyphTopPx / (float) TEXTURE_SCALE - TOP_ADJUSTMENT;
     canvas.drawColor(Color.WHITE);
-    canvas.drawText(String.valueOf(glyphID), 5, 25, paint);
+    canvas.drawText(glyph, BASELINE_X, RASTER_BUFFER + glyphTopPx, paint);
     return bitmap;
   }
+
+  @WorkerThread
+  protected float getLastGlyphTop() {
+    return glyphTop;
+  }
 }
diff --git a/platform/darwin/core/local_glyph_rasterizer.mm b/platform/darwin/core/local_glyph_rasterizer.mm
index 931bf2dfb..8c558e61e 100644
--- a/platform/darwin/core/local_glyph_rasterizer.mm
+++ b/platform/darwin/core/local_glyph_rasterizer.mm
@@ -6,6 +6,7 @@
 
 #include <mbgl/interface/native_apple_interface.h>
 
+#include <cmath>
 #include <unordered_map>
 
 #import <CoreText/CoreText.h>
@@ -19,6 +20,14 @@
 
 namespace mbgl {
 
+// 2x bitmap with 1x logical metrics.
+constexpr uint32_t kLocalGlyphTextureScale = 2;
+constexpr CGFloat kLocalGlyphFontSize = util::ONE_EM * kLocalGlyphTextureScale;
+constexpr uint32_t kLocalGlyphLogicalSize = 30;
+constexpr uint32_t kLocalGlyphBitmapSize = kLocalGlyphLogicalSize * kLocalGlyphTextureScale;
+constexpr CGFloat kLocalGlyphRasterBuffer = Glyph::borderSize * kLocalGlyphTextureScale;
+constexpr CGFloat kLocalGlyphTopAdjustment = 26.5;
+
 using CGColorSpaceHandle = CFHandle<CGColorSpaceRef, CGColorSpaceRef, CGColorSpaceRelease>;
 using CGContextHandle = CFHandle<CGContextRef, CGContextRef, CGContextRelease>;
 using CFStringRefHandle = CFHandle<CFStringRef, CFTypeRef, CFRelease>;
@@ -35,7 +44,7 @@ using CTLineRefHandle = CFHandle<CTLineRef, CFTypeRef, CFRelease>;
  typesetting text using glyph sheets downloaded from a server.
 
  This implementation is similar to the local glyph rasterization in GL JS:
-  - Only CJK glyphs are drawn locally, because it’s much more noticeable when a
+  - Only CJK-related BMP ranges are drawn locally, because it’s much more noticeable when a
     non-CJK font mismatches the style than when a CJK font mismatches the style.
     (Unlike GL JS, this implementation does respect the font’s metrics, so it
     does work with variable-width fonts.)
@@ -44,8 +53,6 @@ using CTLineRefHandle = CFHandle<CTLineRef, CFTypeRef, CFRelease>;
 
  This is a first step toward fully local font rendering:
  <https://github.com/mapbox/mapbox-gl-native/issues/7862>. Further improvements:
-  - Make sure the font size is 24 points (`util::ONE_EM`) at all times, not the
-    system default of 12 points, to avoid blobbiness after rasterization.
   - Sniff an appropriate font weight and style from the font stack’s font names,
     as GL JS and the Android map SDK do.
   - Enable local glyph rasterization for all writing systems, not just CJK. This
@@ -124,7 +131,7 @@ public:
 
     if (!fontNames.count) {
       NSDictionary *fontAttributes = @{
-        (NSString *)kCTFontSizeAttribute : @(util::ONE_EM),
+        (NSString *)kCTFontSizeAttribute : @(kLocalGlyphFontSize),
       };
       return CTFontDescriptorCreateWithAttributes((CFDictionaryRef)fontAttributes);
     }
@@ -136,7 +143,7 @@ public:
         CFArrayCreateMutable(kCFAllocatorDefault, fontNames.count, &kCFTypeArrayCallBacks));
     for (NSString *name in [fontNames subarrayWithRange:NSMakeRange(1, fontNames.count - 1)]) {
       NSDictionary *fontAttributes = @{
-        (NSString *)kCTFontSizeAttribute : @(util::ONE_EM),
+        (NSString *)kCTFontSizeAttribute : @(kLocalGlyphFontSize),
         // This attribute is technically supposed to be a font’s
         // PostScript name, but Core Text will fall back to matching
         // font display names and font family names.
@@ -154,7 +161,7 @@ public:
         kCTFontCascadeListAttribute,
     };
     CFTypeRef values[] = {
-      (__bridge CFNumberRef) @(util::ONE_EM),
+      (__bridge CFNumberRef) @(kLocalGlyphFontSize),
       mainFontName,
       *fallbackDescriptors,
     };
@@ -241,9 +248,11 @@ PremultipliedImage drawGlyphBitmap(GlyphID glyphID, CTFontRef font, GlyphMetrics
     throw std::runtime_error("Unable to create line from attributed string");
   }
 
-  Size size(35, 35);
-  metrics.width = size.width;
-  metrics.height = size.height;
+  // Bitmap is allocated at 2x texture resolution; metrics report 1x logical size.
+  Size size(kLocalGlyphBitmapSize, kLocalGlyphBitmapSize);
+  metrics.width = kLocalGlyphLogicalSize;
+  metrics.height = kLocalGlyphLogicalSize;
+  metrics.isDoubleResolution = true;
 
   PremultipliedImage rgbaBitmap(size);
 
@@ -270,16 +279,27 @@ PremultipliedImage drawGlyphBitmap(GlyphID glyphID, CTFontRef font, GlyphMetrics
   CFRange wholeRunRange = CFRangeMake(0, CTRunGetGlyphCount(glyphRun));
   std::vector<CGSize> advances(wholeRunRange.length);
   CTRunGetAdvances(glyphRun, wholeRunRange, advances.data());
-  metrics.advance = std::round(advances[0].width);
+  // CTRunGetAdvances returns advances measured at the rasterization (2x) font
+  // size; report the logical 1x value using the historical integer metric.
+  metrics.advance = std::round(advances[0].width / static_cast<CGFloat>(kLocalGlyphTextureScale));
 
-  // Mimic glyph PBF metrics.
-  metrics.left = Glyph::borderSize;
-  metrics.top = -Glyph::borderSize;
+  const CGRect glyphBounds = CTRunGetImageBounds(glyphRun, *context, wholeRunRange);
+  CGFloat glyphTop = 0.0;
+  if (!CGRectIsNull(glyphBounds)) {
+    const CGFloat maxY = CGRectGetMaxY(glyphBounds);
+    if (std::isfinite(maxY)) {
+      glyphTop = maxY;
+    }
+  }
 
-  // Move the text upward to avoid clipping off descenders.
-  CGFloat descent;
-  CTRunGetTypographicBounds(glyphRun, wholeRunRange, NULL, &descent, NULL);
-  CGContextSetTextPosition(*context, 0.0, descent);
+  // GL JS/TinySDF records glyphTop per character and applies a calibrated
+  // topAdjustment. Keep the same model here so fallback fonts do not inherit a
+  // platform-wide fixed top value.
+  metrics.left = Glyph::borderSize + 0.5f;
+  metrics.top = glyphTop / kLocalGlyphTextureScale - kLocalGlyphTopAdjustment;
+
+  const CGFloat textBaselineY = size.height - kLocalGlyphRasterBuffer - glyphTop;
+  CGContextSetTextPosition(*context, 0.0, textBaselineY);
 
   CTLineDraw(*line, *context);
 
@@ -318,8 +338,9 @@ Glyph LocalGlyphRasterizer::rasterizeGlyph(const FontStack &fontStack, GlyphID g
   PremultipliedImage rgbaBitmap =
       drawGlyphBitmap(glyphID, *font, manufacturedGlyph.metrics, isBold);
 
-  Size size(manufacturedGlyph.metrics.width, manufacturedGlyph.metrics.height);
+  const Size size = rgbaBitmap.size;
   // Copy alpha values from RGBA bitmap into the AlphaImage output
+  // The bitmap may be larger than the logical metrics (2x texture resolution).
   manufacturedGlyph.bitmap = AlphaImage(size);
   for (uint32_t i = 0; i < size.width * size.height; i++) {
     manufacturedGlyph.bitmap.data[i] = rgbaBitmap.data[4 * i + 3];
diff --git a/platform/default/src/mbgl/storage/offline_download.cpp b/platform/default/src/mbgl/storage/offline_download.cpp
index 4a48c584c..6e840715c 100644
--- a/platform/default/src/mbgl/storage/offline_download.cpp
+++ b/platform/default/src/mbgl/storage/offline_download.cpp
@@ -341,9 +341,10 @@ void OfflineDownload::activateDownload() {
             const bool includeIdeographs = std::visit([](auto& reg) { return reg.includeIdeographs; }, definition);
             for (const auto& fontStack : parser.fontStacks()) {
                 for (char16_t i = 0; i < GLYPH_RANGES_PER_FONT_STACK; i++) {
-                    // Assumes that if a glyph range starts with fixed width/ideographic
-                    // characters, the entire range will be fixed width.
-                    if (includeIdeographs || !util::i18n::allowsFixedWidthGlyphGeneration(i * GLYPHS_PER_GLYPH_RANGE)) {
+                    // Only skip a range when every codepoint in it can be
+                    // generated locally; some ranges (e.g. 0xFF00) are mixed.
+                    if (includeIdeographs ||
+                        !util::i18n::glyphRangeIsEntirelyLocallyGenerated(i * GLYPHS_PER_GLYPH_RANGE)) {
                         auto range = getGlyphRange(i * GLYPHS_PER_GLYPH_RANGE);
                         queueResource(Resource::glyphs(
                             parser.glyphURL, fontStack, std::pair<uint16_t, uint16_t>{range.first, range.second}));
diff --git a/platform/qt/src/mbgl/local_glyph_rasterizer.cpp b/platform/qt/src/mbgl/local_glyph_rasterizer.cpp
index bbae70a72..61ecd7ee4 100644
--- a/platform/qt/src/mbgl/local_glyph_rasterizer.cpp
+++ b/platform/qt/src/mbgl/local_glyph_rasterizer.cpp
@@ -7,9 +7,15 @@
 #include <QtGui/QImage>
 #include <QtGui/QPainter>
 #include <qglobal.h>
-
 namespace mbgl {
 
+// 2x bitmap with 1x logical metrics.
+constexpr int kLocalGlyphTextureScale = 2;
+constexpr uint32_t kLocalGlyphLogicalSize = 30;
+constexpr uint32_t kLocalGlyphBitmapSize = kLocalGlyphLogicalSize * kLocalGlyphTextureScale;
+constexpr int kLocalGlyphRasterBuffer = Glyph::borderSize * kLocalGlyphTextureScale;
+constexpr double kLocalGlyphTopAdjustment = 26.5;
+
 class LocalGlyphRasterizer::Impl {
 public:
     Impl(const std::optional<std::string>& fontFamily_);
@@ -25,7 +31,7 @@ LocalGlyphRasterizer::Impl::Impl(const std::optional<std::string>& fontFamily_)
     : fontFamily(fontFamily_) {
     if (isConfigured()) {
         font.setFamily(QString::fromStdString(*fontFamily));
-        font.setPixelSize(util::ONE_EM);
+        font.setPixelSize(util::ONE_EM * kLocalGlyphTextureScale);
         metrics = QFontMetrics(font);
     }
 }
@@ -53,25 +59,39 @@ Glyph LocalGlyphRasterizer::rasterizeGlyph(const FontStack&, GlyphID glyphID) {
         return glyph;
     }
 
-    glyph.metrics.width = impl->metrics->horizontalAdvance(glyphID.complex.code);
-    glyph.metrics.height = impl->metrics->height();
-    glyph.metrics.left = 3;
-    glyph.metrics.top = -8;
+    // QFontMetrics returns measurements at the 2x rasterization pixel size; the
+    // glyph's metrics are reported in 1x logical units.
+    const QString text(QChar(glyphID.complex.code));
+    const int advance2x = impl->metrics->horizontalAdvance(glyphID.complex.code);
+    const int height2x = impl->metrics->height();
+    const QRect glyphBounds = impl->metrics->tightBoundingRect(text);
+    const int glyphTop2x = std::max(0, -glyphBounds.top());
+    glyph.metrics.width = advance2x / kLocalGlyphTextureScale;
+    glyph.metrics.height = height2x / kLocalGlyphTextureScale;
+    glyph.metrics.left = 3.5f;
+    glyph.metrics.top = glyphTop2x / static_cast<double>(kLocalGlyphTextureScale) - kLocalGlyphTopAdjustment;
     glyph.metrics.advance = glyph.metrics.width;
+    glyph.metrics.isDoubleResolution = true;
 
-    // Set width of a glyph's backing image to be util::ONE_EM.
-    Size size(util::ONE_EM, glyph.metrics.height);
+    // The backing image is drawn at 2x texture resolution.
+    Size size(kLocalGlyphBitmapSize, kLocalGlyphBitmapSize);
     QImage image(QSize(size.width, size.height), QImage::Format_Alpha8);
     image.fill(qRgba(0, 0, 0, 0));
     QPainter painter(&image);
     painter.setFont(impl->font);
     painter.setRenderHints(QPainter::TextAntialiasing);
 
-    // Render at constant baseline, to align with glyphs that are rendered by node-fontnik.
-    painter.drawText(QPointF(0, 20), QString(QChar(glyphID.complex.code)));
+    // Align the glyph using its measured top, matching the local TinySDF path
+    // in GL JS rather than relying on a platform-wide fixed top value.
+    const double baselineY = kLocalGlyphRasterBuffer + glyphTop2x;
+    painter.drawText(QPointF(0, baselineY), text);
 
-    auto img = std::make_unique<uint8_t[]>(image.sizeInBytes());
-    memcpy(img.get(), image.constBits(), image.sizeInBytes());
+    // QImage::Format_Alpha8 may pad each row for alignment. Copy row-by-row
+    // using the unpadded width so AlphaImage's tight layout matches.
+    auto img = std::make_unique<uint8_t[]>(static_cast<size_t>(size.width) * size.height);
+    for (uint32_t y = 0; y < size.height; ++y) {
+        std::memcpy(img.get() + static_cast<size_t>(y) * size.width, image.constScanLine(y), size.width);
+    }
 
     glyph.bitmap = AlphaImage{size, std::move(img)};
 
diff --git a/src/mbgl/text/glyph_manager.cpp b/src/mbgl/text/glyph_manager.cpp
index a617e9e56..59e6eae48 100644
--- a/src/mbgl/text/glyph_manager.cpp
+++ b/src/mbgl/text/glyph_manager.cpp
@@ -71,7 +71,8 @@ void GlyphManager::getGlyphs(GlyphRequestor& requestor, GlyphDependencies glyphD
 
 Glyph GlyphManager::generateLocalSDF(const FontStack& fontStack, GlyphID glyphID) {
     Glyph local = localGlyphRasterizer->rasterizeGlyph(fontStack, glyphID);
-    local.bitmap = util::transformRasterToSDF(local.bitmap, 8, .25);
+    const double radius = local.metrics.isDoubleResolution ? 16.0 : 8.0;
+    local.bitmap = util::transformRasterToSDF(local.bitmap, radius, .25);
     return local;
 }
 
diff --git a/src/mbgl/text/local_glyph_rasterizer.hpp b/src/mbgl/text/local_glyph_rasterizer.hpp
index 69550b3ed..fa931c34e 100644
--- a/src/mbgl/text/local_glyph_rasterizer.hpp
+++ b/src/mbgl/text/local_glyph_rasterizer.hpp
@@ -11,21 +11,13 @@ namespace mbgl {
     the glyph and appropriate metrics. GlyphManager will then use TinySDF to
     transform the rasterized bitmap into an SDF.
 
-    The JS equivalent of this functionality will only generate glyphs in the
-    'CJK Unified Ideographs' and 'Hangul Syllables' ranges, for which it can
-    get away with rendering a fixed 30px square image and GlyphMetrics of:
-
-        width: 24,
-        height: 24,
-        left: 0,
-        top: -8,
-        advance: 24
-
-    The JS equivalent also uses heuristic evaluation of the font stack name
-    to control the font-weight it uses during rasterization.
+    The shared default codepoint filter is
+    util::i18n::allowsFixedWidthGlyphGeneration.
+    Following maplibre-gl-js, platform implementations use 2x bitmaps with
+    1x metrics via GlyphMetrics::isDoubleResolution.
 
     It is left to platform-specific implementation to decide how best to
-    map a FontStack to a particular rasterization.
+    map a FontStack to a particular rasterization (font, weight, style).
 
     The default implementation simply refuses to rasterize any glyphs.
 */
diff --git a/src/mbgl/text/quads.cpp b/src/mbgl/text/quads.cpp
index 800121af4..e5e7fde68 100644
--- a/src/mbgl/text/quads.cpp
+++ b/src/mbgl/text/quads.cpp
@@ -267,11 +267,15 @@ SymbolQuads getGlyphQuads(const Shaping& shapedText,
                 builtInOffset = {0.0f, 0.0f};
             }
 
+            // rectBuffer is in 1x logical units; only rect.w/h carry the texture
+            // scale. GL JS keeps 2x glyphs centered by storing fractional
+            // left/top metrics, so native local glyphs do the same.
+            const float textureScale = positionedGlyph.metrics.isDoubleResolution ? 2.0f : 1.0f;
             const float x1 = (positionedGlyph.metrics.left - rectBuffer) * positionedGlyph.scale - halfAdvance +
                              builtInOffset.x;
             const float y1 = (-positionedGlyph.metrics.top - rectBuffer) * positionedGlyph.scale + builtInOffset.y;
-            const float x2 = x1 + rect.w * positionedGlyph.scale / pixelRatio;
-            const float y2 = y1 + rect.h * positionedGlyph.scale / pixelRatio;
+            const float x2 = x1 + rect.w / textureScale * positionedGlyph.scale / pixelRatio;
+            const float y2 = y1 + rect.h / textureScale * positionedGlyph.scale / pixelRatio;
 
             Point<float> tl{x1, y1};
             Point<float> tr{x2, y1};
diff --git a/src/mbgl/util/i18n.cpp b/src/mbgl/util/i18n.cpp
index b2b35ddb9..8926a110f 100644
--- a/src/mbgl/util/i18n.cpp
+++ b/src/mbgl/util/i18n.cpp
@@ -18,6 +18,10 @@ namespace {
         return codepoint >= (first) && codepoint <= (last); \
     }
 
+inline bool isInRange(char16_t codepoint, char16_t first, char16_t last) {
+    return codepoint >= first && codepoint <= last;
+}
+
 // The following table comes from <http://www.unicode.org/Public/12.0.0/ucd/Blocks.txt>.
 // Keep it synchronized with <http://www.unicode.org/Public/UCD/latest/ucd/Blocks.txt>.
 
@@ -411,8 +415,59 @@ bool allowsIdeographicBreaking(char16_t chr) {
 }
 
 bool allowsFixedWidthGlyphGeneration(char16_t chr) {
-    // Mirrors conservative set of characters used in glyph_manager.js/_tinySDF
-    return isInCJKUnifiedIdeographs(chr) || isInHangulSyllables(chr) || isInKatakana(chr) || isInHiragana(chr);
+    // Mirrors the BMP ranges in GL JS's codePointUsesLocalIdeographFontFamily.
+    // Astral-plane ranges are not included because GlyphID only carries BMP
+    // codepoints for local glyph generation.
+    return
+        // Bopomofo tone marks.
+        isInRange(chr, 0x02EA, 0x02EB) ||
+        // Hangul Jamo.
+        isInHangulJamo(chr) ||
+        // CJK Radicals Supplement, Kangxi Radicals.
+        isInCJKRadicalsSupplement(chr) || isInKangxiRadicals(chr) ||
+        // CJK Symbols and Punctuation, Hiragana, Katakana.
+        isInCJKSymbolsandPunctuation(chr) || isInHiragana(chr) || isInKatakana(chr) ||
+        // Bopomofo.
+        isInRange(chr, 0x3105, 0x312F) ||
+        // Hangul Compatibility Jamo.
+        isInRange(chr, 0x3131, 0x318E) ||
+        // Bopomofo Extended through CJK Unified Ideographs Extension A.
+        isInBopomofoExtended(chr) || isInCJKStrokes(chr) || isInKatakanaPhoneticExtensions(chr) ||
+        isInEnclosedCJKLettersandMonths(chr) || isInCJKCompatibility(chr) || isInCJKUnifiedIdeographsExtensionA(chr) ||
+        // CJK Unified Ideographs and Yi Syllables.
+        isInCJKUnifiedIdeographs(chr) || isInRange(chr, 0xA000, 0xA48C) ||
+        // Yi Radicals.
+        isInRange(chr, 0xA490, 0xA4C6) ||
+        // Hangul Jamo Extended-A.
+        isInRange(chr, 0xA960, 0xA97C) ||
+        // Hangul Syllables and Hangul Jamo Extended-B.
+        isInHangulSyllables(chr) || isInRange(chr, 0xD7B0, 0xD7C6) ||
+        // Hangul Jamo Extended-B.
+        isInRange(chr, 0xD7CB, 0xD7FB) ||
+        // CJK Compatibility Ideographs.
+        isInRange(chr, 0xF900, 0xFA6D) ||
+        // CJK Compatibility Ideographs.
+        isInRange(chr, 0xFA70, 0xFAD9) ||
+        // Vertical Forms.
+        isInVerticalForms(chr) ||
+        // CJK Compatibility Forms.
+        isInCJKCompatibilityForms(chr) ||
+        // Halfwidth and Fullwidth Forms.
+        isInHalfwidthandFullwidthForms(chr);
+}
+
+bool glyphRangeIsEntirelyLocallyGenerated(char16_t rangeStart) {
+    // Some ranges (notably 0xFF00, where Halfwidth/Fullwidth Forms ends at
+    // 0xFFEF and the Specials block continues to 0xFFFD) mix locally-rendered
+    // and non-local codepoints, so it is not safe to infer the whole range
+    // from the first codepoint alone.
+    constexpr uint32_t glyphsPerRange = 256;
+    for (uint32_t offset = 0; offset < glyphsPerRange; ++offset) {
+        if (!allowsFixedWidthGlyphGeneration(static_cast<char16_t>(rangeStart + offset))) {
+            return false;
+        }
+    }
+    return true;
 }
 
 bool allowsVerticalWritingMode(const std::u16string& string) {
diff --git a/src/mbgl/util/i18n.hpp b/src/mbgl/util/i18n.hpp
index 6d53aa371..0367b800f 100644
--- a/src/mbgl/util/i18n.hpp
+++ b/src/mbgl/util/i18n.hpp
@@ -27,6 +27,10 @@ bool allowsIdeographicBreaking(char16_t chr);
     advances */
 bool allowsFixedWidthGlyphGeneration(char16_t chr);
 
+/** Returns whether the whole 256-codepoint glyph range can be generated
+    locally. Use this for range-level decisions because some ranges are mixed. */
+bool glyphRangeIsEntirelyLocallyGenerated(char16_t rangeStart);
+
 /** Returns whether any substring of the given string can be drawn as vertical
     text with upright glyphs. */
 bool allowsVerticalWritingMode(const std::u16string& string);
diff --git a/test/fixtures/local_glyphs/noto_sans_cjk_kr_regular_qt/expected.png b/test/fixtures/local_glyphs/noto_sans_cjk_kr_regular_qt/expected.png
index 0d6907517..34b176881 100644
Binary files a/test/fixtures/local_glyphs/noto_sans_cjk_kr_regular_qt/expected.png and b/test/fixtures/local_glyphs/noto_sans_cjk_kr_regular_qt/expected.png differ
diff --git a/test/fixtures/local_glyphs/ping_fang/expected.png b/test/fixtures/local_glyphs/ping_fang/expected.png
index 9bb78c9f7..a4e34459b 100644
Binary files a/test/fixtures/local_glyphs/ping_fang/expected.png and b/test/fixtures/local_glyphs/ping_fang/expected.png differ
diff --git a/test/fixtures/local_glyphs/ping_fang_semibold/expected.png b/test/fixtures/local_glyphs/ping_fang_semibold/expected.png
index 25ceda681..f52fdf0fa 100644
Binary files a/test/fixtures/local_glyphs/ping_fang_semibold/expected.png and b/test/fixtures/local_glyphs/ping_fang_semibold/expected.png differ
diff --git a/test/fixtures/local_glyphs/ping_fang_with_bold_in_style/expected.png b/test/fixtures/local_glyphs/ping_fang_with_bold_in_style/expected.png
index 8665da2ea..11b1fee9b 100644
Binary files a/test/fixtures/local_glyphs/ping_fang_with_bold_in_style/expected.png and b/test/fixtures/local_glyphs/ping_fang_with_bold_in_style/expected.png differ
diff --git a/test/storage/offline_download.test.cpp b/test/storage/offline_download.test.cpp
index 50fb6404e..62ebce412 100644
--- a/test/storage/offline_download.test.cpp
+++ b/test/storage/offline_download.test.cpp
@@ -10,6 +10,7 @@
 #include <mbgl/storage/offline_database.hpp>
 #include <mbgl/storage/offline_download.hpp>
 #include <mbgl/storage/http_file_source.hpp>
+#include <mbgl/text/glyph_range.hpp>
 #include <mbgl/util/run_loop.hpp>
 #include <mbgl/util/io.hpp>
 #include <mbgl/util/compression.hpp>
@@ -346,10 +347,10 @@ TEST(OfflineDownload, ExcludeIdeographs) {
     observer->statusChangedFn = [&](OfflineRegionStatus status) {
         if (status.complete()) {
             EXPECT_EQ(status.completedTileCount, status.requiredTileCount);
-            EXPECT_EQ(138u,
-                      status.completedResourceCount); // 130 glyphs, 2 sprite images,
-                                                      // 2 sprite jsons, 1 tile, 1
-                                                      // style, source, image
+            EXPECT_EQ(NON_IDEOGRAPH_GLYPH_RANGES_PER_FONT_STACK + 8u,
+                      status.completedResourceCount); // glyph ranges, 2 sprite images,
+                                                      // 2 sprite jsons, 1 tile, 1 style,
+                                                      // source, image
             EXPECT_EQ(test.size, status.completedResourceSize);
 
             download.setState(OfflineRegionDownloadState::Inactive);
diff --git a/test/text/glyph_manager.test.cpp b/test/text/glyph_manager.test.cpp
index eea738737..176894225 100644
--- a/test/text/glyph_manager.test.cpp
+++ b/test/text/glyph_manager.test.cpp
@@ -119,6 +119,13 @@ public:
     }
 };
 
+class KatakanaOnlyLocalGlyphRasterizer : public StubLocalGlyphRasterizer {
+public:
+    bool canRasterizeGlyph(const FontStack&, GlyphID glyphID) override {
+        return static_cast<char16_t>(glyphID) == u'テ';
+    }
+};
+
 class StubGlyphManagerObserver : public GlyphManagerObserver {
 public:
     void onGlyphsLoaded(const FontStack& fontStack, const GlyphRange& glyphRange) override {
@@ -148,7 +155,11 @@ public:
     StubFileSource fileSource;
     StubGlyphManagerObserver observer;
     StubGlyphRequestor requestor;
-    GlyphManager glyphManager{std::make_unique<StubLocalGlyphRasterizer>()};
+    GlyphManager glyphManager;
+
+    GlyphManagerTest(
+        std::unique_ptr<LocalGlyphRasterizer> localGlyphRasterizer = std::make_unique<StubLocalGlyphRasterizer>())
+        : glyphManager(std::move(localGlyphRasterizer)) {}
 
     void run(const std::string& url, GlyphDependencies dependencies) {
         // Squelch logging.
@@ -317,8 +328,40 @@ TEST(GlyphManager, LoadLocalCJKGlyph) {
              GlyphDependencies{.glyphs = {{{{"Test Stack"}}, {u'中'}}}, .shapes = {}});
 }
 
-TEST(GlyphManager, LoadLocalCJKGlyphAfterLoadingRangeFromURL) {
+TEST(GlyphManager, LoadLocalCJKSymbols) {
     GlyphManagerTest test;
+    int glyphResponses = 0;
+
+    test.fileSource.glyphsResponse = [&](const Resource&) {
+        glyphResponses++;
+        return std::optional<Response>();
+    };
+
+    test.observer.glyphsLoaded = [&](const FontStack&, const GlyphRange&) {
+        glyphResponses++;
+    };
+
+    test.requestor.glyphsAvailable = [&](GlyphMap glyphs) {
+        EXPECT_EQ(glyphResponses, 0); // Local generation should prevent requesting any glyphs.
+
+        const auto& testPositions = glyphs.at(FontStackHasher()({{"Test Stack"}}));
+
+        ASSERT_EQ(testPositions.size(), 2u);
+        ASSERT_EQ(testPositions.count(u'〒'), 1u);
+        ASSERT_EQ(testPositions.count(u'！'), 1u);
+
+        test.end();
+    };
+
+    test.run("test/fixtures/resources/glyphs.pbf",
+             GlyphDependencies{.glyphs = {{{{"Test Stack"}}, {u'〒', u'！'}}}, .shapes = {}});
+}
+
+TEST(GlyphManager, LocalCJKGlyphPrefersLocalRasterizationOverRange) {
+    // Verifies that locally-rasterized glyphs (like テ) are produced by the
+    // local rasterizer instead of using a glyph from an already-loaded PBF
+    // range.
+    GlyphManagerTest test(std::make_unique<KatakanaOnlyLocalGlyphRasterizer>());
     bool firstGlyphResponse = false;
 
     test.fileSource.glyphsResponse = [&](const Resource&) {
@@ -337,9 +380,6 @@ TEST(GlyphManager, LoadLocalCJKGlyphAfterLoadingRangeFromURL) {
             ASSERT_EQ(testPositions.size(), 1u);
             ASSERT_EQ(testPositions.count(u'々'), 1u);
 
-            // Katakana letter te, should be locally rasterized
-            //  instead of using the glyph recieved from the range
-            //  for the ideagraphic mark
             test.glyphManager.getGlyphs(test.requestor,
                                         GlyphDependencies{.glyphs = {{{{"Test Stack"}}, {u'テ'}}}, // 0x30c6
                                                           .shapes = {}},
@@ -443,3 +483,16 @@ TEST(GlyphManager, ImmediateFileSource) {
     test.run("test/fixtures/resources/glyphs.pbf",
              GlyphDependencies{.glyphs = {{{{"Test Stack"}}, {u'a', u'å', u' '}}}, .shapes = {}});
 }
+
+// Guards against silent drift between allowsFixedWidthGlyphGeneration's range
+// coverage and the precomputed NON_IDEOGRAPH_GLYPH_RANGES_PER_FONT_STACK used
+// for offline download progress estimation.
+TEST(i18n, GlyphRangeLocalGenerationCountMatchesConstant) {
+    uint32_t locallyGeneratedRanges = 0;
+    for (uint32_t i = 0; i < GLYPH_RANGES_PER_FONT_STACK; ++i) {
+        if (util::i18n::glyphRangeIsEntirelyLocallyGenerated(static_cast<char16_t>(i * GLYPHS_PER_GLYPH_RANGE))) {
+            ++locallyGeneratedRanges;
+        }
+    }
+    EXPECT_EQ(GLYPH_RANGES_PER_FONT_STACK - locallyGeneratedRanges, NON_IDEOGRAPH_GLYPH_RANGES_PER_FONT_STACK);
+}
diff --git a/test/text/local_glyph_rasterizer.test.cpp b/test/text/local_glyph_rasterizer.test.cpp
index 1922aacd9..94929a12a 100644
--- a/test/text/local_glyph_rasterizer.test.cpp
+++ b/test/text/local_glyph_rasterizer.test.cpp
@@ -65,7 +65,7 @@ TEST(LocalGlyphRasterizer, PingFang) {
 
     test.map.getStyle().loadJSON(util::read_file("test/fixtures/local_glyphs/mixed.json"));
 #if defined(__APPLE__) && !defined(__QT__)
-    test.checkRendering("ping_fang", 0.0161);
+    test.checkRendering("ping_fang", 0.025);
 #elif defined(__QT__)
     test.checkRendering("ping_fang_qt");
 #endif // defined(__APPLE__)
@@ -77,7 +77,7 @@ TEST(LocalGlyphRasterizer, PingFangWithBoldInStyle) {
     ss << std::regex_replace(
         util::read_file("test/fixtures/local_glyphs/mixed.json"), std::regex("NotoCJK"), "NotoCJK Bold");
     test.map.getStyle().loadJSON(ss.str());
-    test.checkRendering("ping_fang_with_bold_in_style");
+    test.checkRendering("ping_fang_with_bold_in_style", 0.05);
 }
 
 #if !defined(__QT__)
@@ -85,7 +85,7 @@ TEST(LocalGlyphRasterizer, PingFangSemibold) {
     LocalGlyphRasterizerTest test(std::string("PingFang TC Semibold"));
 
     test.map.getStyle().loadJSON(util::read_file("test/fixtures/local_glyphs/mixed.json"));
-    test.checkRendering("ping_fang_semibold", 0.0161);
+    test.checkRendering("ping_fang_semibold", 0.025);
 }
 #endif // !defined(__QT__)
 
diff --git a/test/text/quads.test.cpp b/test/text/quads.test.cpp
index af88238b0..424cef718 100644
--- a/test/text/quads.test.cpp
+++ b/test/text/quads.test.cpp
@@ -10,6 +10,55 @@
 using namespace mbgl;
 using namespace mbgl::style;
 
+// Atlas padding is not scaled with textureScale, so a 2x glyph quad is 1
+// logical pixel smaller than its 1x equivalent. GL JS-style fractional metrics
+// keep its center aligned with the 1x quad.
+TEST(getGlyphQuads, DoubleResolutionGlyphPreservesLogicalQuadSize) {
+    GlyphMetrics metrics1x;
+    metrics1x.width = 24;
+    metrics1x.height = 24;
+    metrics1x.left = 0;
+    metrics1x.top = -8;
+    metrics1x.advance = 24;
+    metrics1x.isDoubleResolution = false;
+
+    GlyphMetrics metrics2x = metrics1x;
+    metrics2x.left += 0.5f;
+    metrics2x.top -= 0.5f;
+    metrics2x.isDoubleResolution = true;
+
+    // Rects reflect the real DynamicTextureAtlas output: bitmap.size + 2 *
+    // ImagePosition::padding (= 2). 1x bitmap 30 -> rect 32; 2x bitmap 60 -> rect 62.
+    Shaping shapedText1x;
+    shapedText1x.positionedLines.emplace_back();
+    shapedText1x.positionedLines.back().positionedGlyphs.emplace_back(
+        PositionedGlyph(u'A', 0.0f, 0.0f, false, 0, 1.0f, Rect<uint16_t>(0, 0, 32, 32), metrics1x, std::nullopt));
+
+    Shaping shapedText2x;
+    shapedText2x.positionedLines.emplace_back();
+    shapedText2x.positionedLines.back().positionedGlyphs.emplace_back(
+        PositionedGlyph(u'A', 0.0f, 0.0f, false, 0, 1.0f, Rect<uint16_t>(0, 0, 62, 62), metrics2x, std::nullopt));
+
+    SymbolLayoutProperties::Evaluated layout;
+    SymbolQuads quads1x = getGlyphQuads(shapedText1x, {{0, 0}}, layout, SymbolPlacementType::Point, {}, false);
+    SymbolQuads quads2x = getGlyphQuads(shapedText2x, {{0, 0}}, layout, SymbolPlacementType::Point, {}, false);
+
+    ASSERT_EQ(quads1x.size(), 1u);
+    ASSERT_EQ(quads2x.size(), 1u);
+
+    // The 2x quad is 1 logical pixel smaller, and shifted by 0.5px to keep the
+    // same center as the 1x quad.
+    EXPECT_FLOAT_EQ(quads1x[0].tl.x + 0.5f, quads2x[0].tl.x);
+    EXPECT_FLOAT_EQ(quads1x[0].tl.y + 0.5f, quads2x[0].tl.y);
+    EXPECT_FLOAT_EQ(quads1x[0].br.x - 0.5f, quads2x[0].br.x);
+    EXPECT_FLOAT_EQ(quads1x[0].br.y - 0.5f, quads2x[0].br.y);
+
+    EXPECT_FLOAT_EQ(quads1x[0].br.x - quads1x[0].tl.x, 32.0f);
+    EXPECT_FLOAT_EQ(quads2x[0].br.x - quads2x[0].tl.x, 31.0f);
+    EXPECT_FLOAT_EQ(quads1x[0].br.y - quads1x[0].tl.y, 32.0f);
+    EXPECT_FLOAT_EQ(quads2x[0].br.y - quads2x[0].tl.y, 31.0f);
+}
+
 TEST(getIconQuads, normal) {
     SymbolLayoutProperties::Evaluated layout;
     Anchor anchor(2.0, 3.0, 0.0, 0);