diff --git a/engine/src/flutter/flow/raster_cache.cc b/engine/src/flutter/flow/raster_cache.cc
index 74bdd619b04..e603a37d766 100644
--- a/engine/src/flutter/flow/raster_cache.cc
+++ b/engine/src/flutter/flow/raster_cache.cc
@@ -34,8 +34,17 @@ void RasterCacheResult::draw(SkCanvas& canvas, const SkPaint* paint) const {
 
   SkRect bounds =
       RasterCacheUtil::GetDeviceBounds(logical_rect_, canvas.getTotalMatrix());
-  FML_DCHECK(std::abs(bounds.width() - image_->dimensions().width()) <= 1 &&
-             std::abs(bounds.height() - image_->dimensions().height()) <= 1);
+#ifndef NDEBUG
+  // The image dimensions should always be larger than the device bounds and
+  // smaller than the device bounds plus one pixel, at the same time, we must
+  // introduce epsilon to solve the round-off error. The value of epsilon is
+  // 1/512, which represents half of an AA sample.
+  float epsilon = 1 / 512.0;
+  FML_DCHECK(image_->dimensions().width() - bounds.width() > -epsilon &&
+             image_->dimensions().height() - bounds.height() > -epsilon &&
+             image_->dimensions().width() - bounds.width() < 1 + epsilon &&
+             image_->dimensions().height() - bounds.height() < 1 + epsilon);
+#endif
   canvas.resetMatrix();
   flow_.Step();
   canvas.drawImage(image_, bounds.fLeft, bounds.fTop, SkSamplingOptions(),