diff --git a/go.mod b/go.mod
index ca5088a456fb..2ecfa287bc43 100644
--- a/go.mod
+++ b/go.mod
@@ -51,7 +51,7 @@ require (
 	github.com/prometheus/tsdb v0.7.1
 	github.com/rjeczalik/notify v0.9.1
 	github.com/rs/cors v1.7.0
-	github.com/scroll-tech/da-codec v0.1.3-0.20250519114140-bfa7133d4ad1
+	github.com/scroll-tech/da-codec v0.1.3-0.20250623141222-9e6ea1d439fa
 	github.com/scroll-tech/zktrie v0.8.4
 	github.com/shirou/gopsutil v3.21.11+incompatible
 	github.com/sourcegraph/conc v0.3.0
diff --git a/go.sum b/go.sum
index d13a6b3db16c..c29ed73f744f 100644
--- a/go.sum
+++ b/go.sum
@@ -396,8 +396,8 @@ github.com/rogpeppe/go-internal v1.10.0/go.mod h1:UQnix2H7Ngw/k4C5ijL5+65zddjncj
 github.com/rs/cors v1.7.0 h1:+88SsELBHx5r+hZ8TCkggzSstaWNbDvThkVK8H6f9ik=
 github.com/rs/cors v1.7.0/go.mod h1:gFx+x8UowdsKA9AchylcLynDq+nNFfI8FkUZdN/jGCU=
 github.com/russross/blackfriday/v2 v2.0.1/go.mod h1:+Rmxgy9KzJVeS9/2gXHxylqXiyQDYRxCVz55jmeOWTM=
-github.com/scroll-tech/da-codec v0.1.3-0.20250519114140-bfa7133d4ad1 h1:6aKqJSal+QVdB5HMWMs0JTbAIZ6/iAHJx9qizz0w9dU=
-github.com/scroll-tech/da-codec v0.1.3-0.20250519114140-bfa7133d4ad1/go.mod h1:yhTS9OVC0xQGhg7DN5iV5KZJvnSIlFWAxDdp+6jxQtY=
+github.com/scroll-tech/da-codec v0.1.3-0.20250623141222-9e6ea1d439fa h1:IwobY81o8LeI1kV4WkbaYFh6oDtAfheFjUO/dapkNlE=
+github.com/scroll-tech/da-codec v0.1.3-0.20250623141222-9e6ea1d439fa/go.mod h1:T+370kLxwACnmWaq4rgtKGyLCd7QSE6iy0JLfCp1qj4=
 github.com/scroll-tech/zktrie v0.8.4 h1:UagmnZ4Z3ITCk+aUq9NQZJNAwnWl4gSxsLb2Nl7IgRE=
 github.com/scroll-tech/zktrie v0.8.4/go.mod h1:XvNo7vAk8yxNyTjBDj5WIiFzYW4bx/gJ78+NK6Zn6Uk=
 github.com/segmentio/kafka-go v0.1.0/go.mod h1:X6itGqS9L4jDletMsxZ7Dz+JFWxM6JHfPOCvTvk+EJo=
diff --git a/rollup/fees/rollup_fee.go b/rollup/fees/rollup_fee.go
index 6ea0feb50647..9f8f36dea043 100644
--- a/rollup/fees/rollup_fee.go
+++ b/rollup/fees/rollup_fee.go
@@ -6,10 +6,12 @@ import (
 	"math/big"
 
 	"github.com/holiman/uint256"
+	"github.com/scroll-tech/da-codec/encoding/zstd"
 
 	"github.com/scroll-tech/go-ethereum/common"
 	"github.com/scroll-tech/go-ethereum/core/types"
 	"github.com/scroll-tech/go-ethereum/crypto"
+	"github.com/scroll-tech/go-ethereum/log"
 	"github.com/scroll-tech/go-ethereum/params"
 	"github.com/scroll-tech/go-ethereum/rollup/rcfg"
 )
@@ -168,8 +170,36 @@ func readGPOStorageSlots(addr common.Address, state StateDB) gpoState {
 // calculateCompressionRatio computes the compression ratio of the data using zstd
 // compression_ratio(tx) = size(tx) * PRECISION / size(zstd(tx))
 func calculateCompressionRatio(data []byte) *big.Int {
-	// FIXME: This is a placeholder for the actual compression ratio calculation in another PR.
-	return rcfg.Precision
+	if len(data) == 0 {
+		return rcfg.Precision
+	}
+
+	// Compress data using zstd
+	compressed, err := zstd.CompressScrollBatchBytesStandard(data)
+	if err != nil {
+		log.Error("Batch compression failed, using 1.0 compression ratio", "error", err, "data size", len(data), "data", common.Bytes2Hex(data))
+	}
+
+	if len(compressed) == 0 {
+		log.Error("Compressed data is empty, using 1.0 compression ratio", "data size", len(data), "data", common.Bytes2Hex(data))
+		return rcfg.Precision
+	}
+
+	// compression_ratio = size(tx) * PRECISION / size(zstd(tx))
+	originalSize := new(big.Int).SetUint64(uint64(len(data)))
+	compressedSize := new(big.Int).SetUint64(uint64(len(compressed)))
+
+	// Make sure compression ratio >= 1 by checking if compressed data is bigger or equal to original data
+	// This behavior is consistent with DA Batch compression in codecv7 and later versions
+	if len(compressed) >= len(data) {
+		log.Debug("Compressed data is bigger or equal to the original data, using 1.0 compression ratio", "original size", len(data), "compressed size", len(compressed))
+		return rcfg.Precision
+	}
+
+	ratio := new(big.Int).Mul(originalSize, rcfg.Precision)
+	ratio.Div(ratio, compressedSize)
+
+	return ratio
 }
 
 // calculatePenalty computes the penalty multiplier based on compression ratio
diff --git a/rollup/fees/rollup_fee_test.go b/rollup/fees/rollup_fee_test.go
index 21c901795cc7..306e5d012a36 100644
--- a/rollup/fees/rollup_fee_test.go
+++ b/rollup/fees/rollup_fee_test.go
@@ -37,19 +37,19 @@ func TestL1DataFeeFeynman(t *testing.T) {
 	l1BlobBaseFee := new(big.Int).SetInt64(1_000_000_000)
 	execScalar := new(big.Int).SetInt64(10)
 	blobScalar := new(big.Int).SetInt64(20)
-	penaltyThreshold := new(big.Int).SetInt64(1_000_000_000) // 1 * PRECISION
+	penaltyThreshold := new(big.Int).SetInt64(6_000_000_000) // 6 * PRECISION
 	penaltyFactor := new(big.Int).SetInt64(2_000_000_000)    // 2 * PRECISION (200% penalty)
 
 	// Test case 1: No penalty (compression ratio >= threshold)
 	t.Run("no penalty case", func(t *testing.T) {
-		data := make([]byte, 10) // txSize = 10
+		data := make([]byte, 100) // txSize = 100
 
 		// Since compression ratio will be >= penaltyThreshold, penalty = 1 * PRECISION
 		// feePerByte = execScalar * l1BaseFee + blobScalar * l1BlobBaseFee = 10 * 1_000_000_000 + 20 * 1_000_000_000 = 30_000_000_000
 		// l1DataFee = feePerByte * txSize * penalty / PRECISION / PRECISION
-		//           = 30_000_000_000 * 10 * 1_000_000_000 / 1_000_000_000 / 1_000_000_000 = 300
+		//           = 30_000_000_000 * 100 * 1_000_000_000 / 1_000_000_000 / 1_000_000_000 = 3000
 
-		expected := new(big.Int).SetInt64(300)
+		expected := new(big.Int).SetInt64(3000)
 
 		actual := calculateEncodedL1DataFeeFeynman(
 			data,