diff --git a/core/trino-main/src/main/java/io/trino/execution/scheduler/faulttolerant/ExponentialGrowthPartitionMemoryEstimator.java b/core/trino-main/src/main/java/io/trino/execution/scheduler/faulttolerant/ExponentialGrowthPartitionMemoryEstimator.java
index 4b902f04027a..722324f2cec5 100644
--- a/core/trino-main/src/main/java/io/trino/execution/scheduler/faulttolerant/ExponentialGrowthPartitionMemoryEstimator.java
+++ b/core/trino-main/src/main/java/io/trino/execution/scheduler/faulttolerant/ExponentialGrowthPartitionMemoryEstimator.java
@@ -41,6 +41,7 @@
 import java.util.stream.IntStream;
 
 import static io.airlift.concurrent.Threads.daemonThreadsNamed;
+import static io.airlift.units.DataSize.Unit.PETABYTE;
 import static io.trino.SystemSessionProperties.getFaultTolerantExecutionDefaultCoordinatorTaskMemory;
 import static io.trino.SystemSessionProperties.getFaultTolerantExecutionDefaultTaskMemory;
 import static io.trino.SystemSessionProperties.getFaultTolerantExecutionTaskMemoryEstimationQuantile;
@@ -176,9 +177,14 @@ public MemoryRequirements getNextRetryMemoryRequirements(MemoryRequirements prev
         // start with the maximum of previously used memory and actual usage
         DataSize newMemory = Ordering.natural().max(peakMemoryUsage, previousMemory);
         if (shouldIncreaseMemoryRequirement(errorCode)) {
-            // multiply if we hit an oom error
-
-            newMemory = DataSize.of((long) (newMemory.toBytes() * growthFactor), DataSize.Unit.BYTE);
+            if (remainingAttempts == 1) {
+                // on last attempt try as much memory as possible
+                newMemory = DataSize.of(1, PETABYTE);
+            }
+            else {
+                // multiply if we hit an oom error
+                newMemory = DataSize.of((long) (newMemory.toBytes() * growthFactor), DataSize.Unit.BYTE);
+            }
         }
 
         // if we are still below current estimate for new partition let's bump further
diff --git a/core/trino-main/src/test/java/io/trino/execution/scheduler/faulttolerant/TestExponentialGrowthPartitionMemoryEstimator.java b/core/trino-main/src/test/java/io/trino/execution/scheduler/faulttolerant/TestExponentialGrowthPartitionMemoryEstimator.java
index 6222df56b589..7eeee548fbbb 100644
--- a/core/trino-main/src/test/java/io/trino/execution/scheduler/faulttolerant/TestExponentialGrowthPartitionMemoryEstimator.java
+++ b/core/trino-main/src/test/java/io/trino/execution/scheduler/faulttolerant/TestExponentialGrowthPartitionMemoryEstimator.java
@@ -131,6 +131,32 @@ public void testEstimator()
                         5))
                 .isEqualTo(new MemoryRequirements(DataSize.of(150, MEGABYTE)));
 
+        assertThat(
+                estimator.getNextRetryMemoryRequirements(
+                        new MemoryRequirements(DataSize.of(50, MEGABYTE)),
+                        DataSize.of(10, MEGABYTE),
+                        EXCEEDED_LOCAL_MEMORY_LIMIT.toErrorCode(),
+                        2))
+                .isEqualTo(new MemoryRequirements(DataSize.of(150, MEGABYTE)));
+
+        // on last retry we expect whole node on memory error
+        assertThat(
+                estimator.getNextRetryMemoryRequirements(
+                        new MemoryRequirements(DataSize.of(50, MEGABYTE)),
+                        DataSize.of(10, MEGABYTE),
+                        StandardErrorCode.TOO_MANY_REQUESTS_FAILED.toErrorCode(),
+                        1))
+                .isEqualTo(new MemoryRequirements(DataSize.of(64, GIGABYTE)));
+
+        // standard logic even for last retry on non memory related error
+        assertThat(
+                estimator.getNextRetryMemoryRequirements(
+                        new MemoryRequirements(DataSize.of(50, MEGABYTE)),
+                        DataSize.of(10, MEGABYTE),
+                        StandardErrorCode.CORRUPT_PAGE.toErrorCode(),
+                        1))
+                .isEqualTo(new MemoryRequirements(DataSize.of(50, MEGABYTE)));
+
         // peak memory of failed task 70MB
         assertThat(
                 estimator.getNextRetryMemoryRequirements(