diff --git a/CHANGELOG.md b/CHANGELOG.md
index dd2bbcc9..969df2d0 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,3 +1,12 @@
+# confluent-kafka-javascript v1.4.0
+
+v1.4.0 is a feature release. It is supported for all usage.
+
+## Enhancements
+
+1. Adds support for `highWatermark`, `offsetLag()`, and `offsetLagLow()` in `eachBatch` callback (#317).
+
+
 # confluent-kafka-javascript v1.3.0
 
 v1.3.0 is a feature release. It is supported for all usage.
diff --git a/lib/kafkajs/_consumer.js b/lib/kafkajs/_consumer.js
index c6410547..01a7352a 100644
--- a/lib/kafkajs/_consumer.js
+++ b/lib/kafkajs/_consumer.js
@@ -863,6 +863,25 @@ class Consumer {
   #createBatchPayload(messages) {
     const topic = messages[0].topic;
     const partition = messages[0].partition;
+    let watermarkOffsets = {};
+    let highWatermark = '-1001';
+    let offsetLag_ = -1;
+    let offsetLagLow_ = -1;
+
+    try {
+      watermarkOffsets = this.#internalClient.getWatermarkOffsets(topic, partition);
+    } catch (e) {
+      /* Only warn. The batch as a whole remains valid but for the fact that the highwatermark won't be there. */
+      this.#logger.warn(`Could not get watermark offsets for batch: ${e}`, this.#createConsumerBindingMessageMetadata());
+    }
+
+    if (Number.isInteger(watermarkOffsets.highOffset)) {
+      highWatermark = watermarkOffsets.highOffset.toString();
+      /* While calculating lag, we subtract 1 from the high offset
+       * for compatibility reasons with KafkaJS's API */
+      offsetLag_ = (watermarkOffsets.highOffset - 1) - messages[messages.length - 1].offset;
+      offsetLagLow_ = (watermarkOffsets.highOffset - 1) - messages[0].offset;
+    }
 
     const messagesConverted = [];
     for (let i = 0; i < messages.length; i++) {
@@ -892,13 +911,13 @@ class Consumer {
     const batch = {
       topic,
       partition,
-      highWatermark: '-1001', /* We don't fetch it yet. We can call committed() to fetch it but that might incur network calls. */
+      highWatermark,
       messages: messagesConverted,
       isEmpty: () => false,
       firstOffset: () => (messagesConverted[0].offset).toString(),
       lastOffset: () => (messagesConverted[messagesConverted.length - 1].offset).toString(),
-      offsetLag: () => notImplemented(),
-      offsetLagLow: () => notImplemented(),
+      offsetLag: () => offsetLag_.toString(),
+      offsetLagLow: () => offsetLagLow_.toString(),
     };
 
     const returnPayload = {
diff --git a/test/promisified/consumer/consumeMessages.spec.js b/test/promisified/consumer/consumeMessages.spec.js
index 93a3e694..8b44d894 100644
--- a/test/promisified/consumer/consumeMessages.spec.js
+++ b/test/promisified/consumer/consumeMessages.spec.js
@@ -858,4 +858,66 @@ describe.each(cases)('Consumer - partitionsConsumedConcurrently = %s -', (partit
         await waitFor(() => (messagesConsumed === messages.length || batchesCountExceeds1), () => { }, 100);
         expect(batchesCountExceeds1).toBe(false);
     });
+
+    it('shows the correct high watermark and lag for partition', async () => {
+        await producer.connect();
+
+        let messages0 = Array(10).fill().map(() => {
+            const value = secureRandom();
+            return { value: `value-${value}`, partition: 0 };
+        });
+        let partition0ProducedMessages = messages0.length;
+
+        const messages1 = Array(5).fill().map(() => {
+            const value = secureRandom();
+            return { value: `value-${value}`, partition: 1 };
+        });
+
+        const messages2 = Array(2).fill().map(() => {
+            const value = secureRandom();
+            return { value: `value-${value}`, partition: 2 };
+        });
+
+        for (const messages of [messages0, messages1, messages2]) {
+            await producer.send({
+                topic: topicName,
+                messages: messages,
+            });
+        }
+
+        await consumer.connect();
+        await consumer.subscribe({ topic: topicName });
+
+        let messagesConsumed = 0;
+        consumer.run({
+            partitionsConsumedConcurrently,
+            eachBatch: async ({ batch }) => {
+                if (batch.partition === 0) {
+                    expect(batch.highWatermark).toEqual(String(partition0ProducedMessages));
+                } else if (batch.partition === 1) {
+                    expect(batch.highWatermark).toEqual(String(messages1.length));
+                } else if (batch.partition === 2) {
+                    expect(batch.highWatermark).toEqual(String(messages2.length));
+                }
+                expect(batch.offsetLag()).toEqual(String(+batch.highWatermark - 1 - +batch.lastOffset()));
+                expect(batch.offsetLagLow()).toEqual(String(+batch.highWatermark - 1 - +batch.firstOffset()));
+                messagesConsumed += batch.messages.length;
+            }
+        });
+        await waitFor(() => (messagesConsumed === (partition0ProducedMessages + messages1.length + messages2.length)), () => { }, 100);
+
+        /* Add some more messages to partition 0 to make sure high watermark is updated. */
+        messages0 = Array(15).fill().map(() => {
+            const value = secureRandom();
+            return { value: `value-${value}`, partition: 0 };
+        });
+        partition0ProducedMessages += messages0.length;
+        await producer.send({
+            topic: topicName,
+            messages: messages0,
+        });
+
+        await waitFor(() => (messagesConsumed === (partition0ProducedMessages + messages1.length + messages2.length)), () => { }, 100);
+    });
+
 });
diff --git a/types/kafkajs.d.ts b/types/kafkajs.d.ts
index 58d03a5b..3177fb84 100644
--- a/types/kafkajs.d.ts
+++ b/types/kafkajs.d.ts
@@ -269,6 +269,8 @@ export type Batch = {
   isEmpty(): boolean
   firstOffset(): string | null
   lastOffset(): string
+  offsetLag(): string
+  offsetLagLow(): string
 }
 
 export type KafkaMessage = MessageSetEntry | RecordBatchEntry