diff --git a/parsers/parsers.go b/parsers/parsers.go
index 0dfaf97..d8294c2 100644
--- a/parsers/parsers.go
+++ b/parsers/parsers.go
@@ -3,6 +3,7 @@ package parsers
 import (
 	"bufio"
 	"bytes"
+	"encoding/binary"
 	"encoding/hex"
 	"encoding/json"
 	"fmt"
@@ -599,3 +600,368 @@ func swapEndianness(b []byte) []byte {
 	}
 	return o
 }
+
+func readNBytes(r io.Reader, n int) ([]byte, error) {
+	b := make([]byte, n)
+	_, err := io.ReadFull(r, b)
+	if err != nil {
+		return b, err
+	}
+	return b, nil
+}
+
+// ParsePkBin parses binary file representation of the ProvingKey into the ProvingKey struct
+func ParsePkBin(f *os.File) (*types.Pk, error) {
+	o := 0
+	var pk types.Pk
+	r := bufio.NewReader(f)
+
+	b, err := readNBytes(r, 12)
+	if err != nil {
+		return nil, err
+	}
+	pk.NVars = int(binary.LittleEndian.Uint32(b[:4]))
+	pk.NPublic = int(binary.LittleEndian.Uint32(b[4:8]))
+	pk.DomainSize = int(binary.LittleEndian.Uint32(b[8:12]))
+	o += 12
+
+	b, err = readNBytes(r, 8)
+	if err != nil {
+		return nil, err
+	}
+	pPolsA := int(binary.LittleEndian.Uint32(b[:4]))
+	pPolsB := int(binary.LittleEndian.Uint32(b[4:8]))
+	o += 8
+
+	b, err = readNBytes(r, 20)
+	if err != nil {
+		return nil, err
+	}
+	pPointsA := int(binary.LittleEndian.Uint32(b[:4]))
+	pPointsB1 := int(binary.LittleEndian.Uint32(b[4:8]))
+	pPointsB2 := int(binary.LittleEndian.Uint32(b[8:12]))
+	pPointsC := int(binary.LittleEndian.Uint32(b[12:16]))
+	pPointsHExps := int(binary.LittleEndian.Uint32(b[16:20]))
+	o += 20
+
+	b, err = readNBytes(r, 64)
+	if err != nil {
+		return nil, err
+	}
+	pk.VkAlpha1 = new(bn256.G1)
+	_, err = pk.VkAlpha1.Unmarshal(fromMont1Q(b))
+	if err != nil {
+		return nil, err
+	}
+
+	b, err = readNBytes(r, 64)
+	if err != nil {
+		return nil, err
+	}
+	pk.VkBeta1 = new(bn256.G1)
+	_, err = pk.VkBeta1.Unmarshal(fromMont1Q(b))
+	if err != nil {
+		return nil, err
+	}
+
+	b, err = readNBytes(r, 64)
+	if err != nil {
+		return nil, err
+	}
+	pk.VkDelta1 = new(bn256.G1)
+	_, err = pk.VkDelta1.Unmarshal(fromMont1Q(b))
+	if err != nil {
+		return nil, err
+	}
+	b, err = readNBytes(r, 128)
+	if err != nil {
+		return nil, err
+	}
+	pk.VkBeta2 = new(bn256.G2)
+	_, err = pk.VkBeta2.Unmarshal(fromMont2Q(b))
+	if err != nil {
+		return nil, err
+	}
+	b, err = readNBytes(r, 128)
+	if err != nil {
+		return nil, err
+	}
+	pk.VkDelta2 = new(bn256.G2)
+	_, err = pk.VkDelta2.Unmarshal(fromMont2Q(b))
+	if err != nil {
+		return nil, err
+	}
+	o += 448
+	if o != pPolsA {
+		return nil, fmt.Errorf("Unexpected offset, expected: %v, actual: %v", pPolsA, o)
+	}
+
+	// PolsA
+	for i := 0; i < pk.NVars; i++ {
+		b, err = readNBytes(r, 4)
+		if err != nil {
+			return nil, err
+		}
+		keysLength := int(binary.LittleEndian.Uint32(b[:4]))
+		o += 4
+		polsMap := make(map[int]*big.Int)
+		for j := 0; j < keysLength; j++ {
+			bK, err := readNBytes(r, 4)
+			if err != nil {
+				return nil, err
+			}
+			key := int(binary.LittleEndian.Uint32(bK[:4]))
+			o += 4
+
+			b, err := readNBytes(r, 32)
+			if err != nil {
+				return nil, err
+			}
+			polsMap[key] = new(big.Int).SetBytes(fromMont1R(b[:32]))
+			o += 32
+		}
+		pk.PolsA = append(pk.PolsA, polsMap)
+	}
+	if o != pPolsB {
+		return nil, fmt.Errorf("Unexpected offset, expected: %v, actual: %v", pPolsB, o)
+	}
+	// PolsB
+	for i := 0; i < pk.NVars; i++ {
+		b, err = readNBytes(r, 4)
+		if err != nil {
+			return nil, err
+		}
+		keysLength := int(binary.LittleEndian.Uint32(b[:4]))
+		o += 4
+		polsMap := make(map[int]*big.Int)
+		for j := 0; j < keysLength; j++ {
+			bK, err := readNBytes(r, 4)
+			if err != nil {
+				return nil, err
+			}
+			key := int(binary.LittleEndian.Uint32(bK[:4]))
+			o += 4
+
+			b, err := readNBytes(r, 32)
+			if err != nil {
+				return nil, err
+			}
+			polsMap[key] = new(big.Int).SetBytes(fromMont1R(b[:32]))
+			o += 32
+		}
+		pk.PolsB = append(pk.PolsB, polsMap)
+	}
+	if o != pPointsA {
+		return nil, fmt.Errorf("Unexpected offset, expected: %v, actual: %v", pPointsA, o)
+	}
+	// A
+	for i := 0; i < pk.NVars; i++ {
+		b, err = readNBytes(r, 64)
+		if err != nil {
+			return nil, err
+		}
+		p1 := new(bn256.G1)
+		_, err = p1.Unmarshal(fromMont1Q(b))
+		if err != nil {
+			return nil, err
+		}
+		pk.A = append(pk.A, p1)
+		o += 64
+	}
+	if o != pPointsB1 {
+		return nil, fmt.Errorf("Unexpected offset, expected: %v, actual: %v", pPointsB1, o)
+	}
+	// B1
+	for i := 0; i < pk.NVars; i++ {
+		b, err = readNBytes(r, 64)
+		if err != nil {
+			return nil, err
+		}
+		p1 := new(bn256.G1)
+		_, err = p1.Unmarshal(fromMont1Q(b))
+		if err != nil {
+			return nil, err
+		}
+		pk.B1 = append(pk.B1, p1)
+		o += 64
+	}
+	if o != pPointsB2 {
+		return nil, fmt.Errorf("Unexpected offset, expected: %v, actual: %v", pPointsB2, o)
+	}
+	// B2
+	for i := 0; i < pk.NVars; i++ {
+		b, err = readNBytes(r, 128)
+		if err != nil {
+			return nil, err
+		}
+		p2 := new(bn256.G2)
+		_, err = p2.Unmarshal(fromMont2Q(b))
+		if err != nil {
+			return nil, err
+		}
+		pk.B2 = append(pk.B2, p2)
+		o += 128
+	}
+	if o != pPointsC {
+		return nil, fmt.Errorf("Unexpected offset, expected: %v, actual: %v", pPointsC, o)
+	}
+	// C
+	zb := make([]byte, 64)
+	z := new(bn256.G1)
+	_, err = z.Unmarshal(zb)
+	if err != nil {
+		return nil, err
+	}
+	pk.C = append(pk.C, z) // circom behaviour (3x null==["0", "0", "0"])
+	pk.C = append(pk.C, z)
+	pk.C = append(pk.C, z)
+	for i := pk.NPublic + 1; i < pk.NVars; i++ {
+		b, err = readNBytes(r, 64)
+		if err != nil {
+			return nil, err
+		}
+		p1 := new(bn256.G1)
+		_, err = p1.Unmarshal(fromMont1Q(b))
+		if err != nil {
+			return nil, err
+		}
+		pk.C = append(pk.C, p1)
+		o += 64
+	}
+	if o != pPointsHExps {
+		return nil, fmt.Errorf("Unexpected offset, expected: %v, actual: %v", pPointsHExps, o)
+	}
+	for i := 0; i < pk.DomainSize; i++ {
+		b, err = readNBytes(r, 64)
+		if err != nil {
+			return nil, err
+		}
+		p1 := new(bn256.G1)
+		_, err = p1.Unmarshal(fromMont1Q(b))
+		if err != nil {
+			return nil, err
+		}
+		pk.HExps = append(pk.HExps, p1)
+	}
+	return &pk, nil
+}
+
+func fromMont1Q(m []byte) []byte {
+	a := new(big.Int).SetBytes(swapEndianness(m[:32]))
+	b := new(big.Int).SetBytes(swapEndianness(m[32:64]))
+
+	x := coordFromMont(a, types.Q)
+	y := coordFromMont(b, types.Q)
+	if bytes.Equal(x.Bytes(), big.NewInt(1).Bytes()) {
+		x = big.NewInt(0)
+	}
+	if bytes.Equal(y.Bytes(), big.NewInt(1).Bytes()) {
+		y = big.NewInt(0)
+	}
+
+	xBytes := x.Bytes()
+	yBytes := y.Bytes()
+	if len(xBytes) != 32 {
+		xBytes = addZPadding(xBytes)
+	}
+	if len(yBytes) != 32 {
+		yBytes = addZPadding(yBytes)
+	}
+
+	var p []byte
+	p = append(p, xBytes...)
+	p = append(p, yBytes...)
+
+	return p
+}
+
+func fromMont2Q(m []byte) []byte {
+	a := new(big.Int).SetBytes(swapEndianness(m[:32]))
+	b := new(big.Int).SetBytes(swapEndianness(m[32:64]))
+	c := new(big.Int).SetBytes(swapEndianness(m[64:96]))
+	d := new(big.Int).SetBytes(swapEndianness(m[96:128]))
+
+	x := coordFromMont(a, types.Q)
+	y := coordFromMont(b, types.Q)
+	z := coordFromMont(c, types.Q)
+	t := coordFromMont(d, types.Q)
+
+	if bytes.Equal(x.Bytes(), big.NewInt(1).Bytes()) {
+		x = big.NewInt(0)
+	}
+	if bytes.Equal(y.Bytes(), big.NewInt(1).Bytes()) {
+		y = big.NewInt(0)
+	}
+	if bytes.Equal(z.Bytes(), big.NewInt(1).Bytes()) {
+		z = big.NewInt(0)
+	}
+	if bytes.Equal(t.Bytes(), big.NewInt(1).Bytes()) {
+		t = big.NewInt(0)
+	}
+
+	xBytes := x.Bytes()
+	yBytes := y.Bytes()
+	zBytes := z.Bytes()
+	tBytes := t.Bytes()
+	if len(xBytes) != 32 {
+		xBytes = addZPadding(xBytes)
+	}
+	if len(yBytes) != 32 {
+		yBytes = addZPadding(yBytes)
+	}
+	if len(zBytes) != 32 {
+		zBytes = addZPadding(zBytes)
+	}
+	if len(tBytes) != 32 {
+		tBytes = addZPadding(tBytes)
+	}
+
+	var p []byte
+	p = append(p, yBytes...) // swap
+	p = append(p, xBytes...)
+	p = append(p, tBytes...)
+	p = append(p, zBytes...)
+
+	return p
+}
+
+func fromMont1R(m []byte) []byte {
+	a := new(big.Int).SetBytes(swapEndianness(m[:32]))
+
+	x := coordFromMont(a, types.R)
+
+	return x.Bytes()
+}
+
+func fromMont2R(m []byte) []byte {
+	a := new(big.Int).SetBytes(swapEndianness(m[:32]))
+	b := new(big.Int).SetBytes(swapEndianness(m[32:64]))
+	c := new(big.Int).SetBytes(swapEndianness(m[64:96]))
+	d := new(big.Int).SetBytes(swapEndianness(m[96:128]))
+
+	x := coordFromMont(a, types.R)
+	y := coordFromMont(b, types.R)
+	z := coordFromMont(c, types.R)
+	t := coordFromMont(d, types.R)
+
+	var p []byte
+	p = append(p, y.Bytes()...) // swap
+	p = append(p, x.Bytes()...)
+	p = append(p, t.Bytes()...)
+	p = append(p, z.Bytes()...)
+
+	return p
+}
+
+func coordFromMont(u, q *big.Int) *big.Int {
+	return new(big.Int).Mod(
+		new(big.Int).Mul(
+			u,
+			new(big.Int).ModInverse(
+				new(big.Int).Lsh(big.NewInt(1), 256),
+				q,
+			),
+		),
+		q,
+	)
+}
diff --git a/parsers/parsers_test.go b/parsers/parsers_test.go
index 82b6dea..d1d4db8 100644
--- a/parsers/parsers_test.go
+++ b/parsers/parsers_test.go
@@ -196,3 +196,63 @@ func TestProofSmartContractFormat(t *testing.T) {
 	assert.Equal(t, pSC, pSC2)
 
 }
+
+func testCircuitParsePkBin(t *testing.T, circuit string) {
+	pkBinFile, err := os.Open("../testdata/" + circuit + "/proving_key.bin")
+	require.Nil(t, err)
+	defer pkBinFile.Close()
+	pk, err := ParsePkBin(pkBinFile)
+	require.Nil(t, err)
+
+	pkJson, err := ioutil.ReadFile("../testdata/" + circuit + "/proving_key.json")
+	require.Nil(t, err)
+	pkJ, err := ParsePk(pkJson)
+	require.Nil(t, err)
+
+	assert.Equal(t, pkJ.NVars, pk.NVars)
+	assert.Equal(t, pkJ.NPublic, pk.NPublic)
+	assert.Equal(t, pkJ.DomainSize, pk.DomainSize)
+	assert.Equal(t, pkJ.VkAlpha1, pk.VkAlpha1)
+	assert.Equal(t, pkJ.VkBeta1, pk.VkBeta1)
+	assert.Equal(t, pkJ.VkDelta1, pk.VkDelta1)
+	assert.Equal(t, pkJ.VkDelta2, pk.VkDelta2)
+	assert.Equal(t, pkJ.PolsA, pk.PolsA)
+	assert.Equal(t, pkJ.PolsB, pk.PolsB)
+	assert.Equal(t, pkJ.A, pk.A)
+	assert.Equal(t, pkJ.B1, pk.B1)
+	assert.Equal(t, pkJ.B2, pk.B2)
+	assert.Equal(t, pkJ.C, pk.C)
+	assert.Equal(t, pkJ.HExps[:pkJ.DomainSize], pk.HExps[:pk.DomainSize]) // circom behaviour
+}
+
+func TestParsePkBin(t *testing.T) {
+	testCircuitParsePkBin(t, "circuit1k")
+	testCircuitParsePkBin(t, "circuit5k")
+}
+
+func benchmarkParsePk(b *testing.B, circuit string) {
+	pkJson, err := ioutil.ReadFile("../testdata/" + circuit + "/proving_key.json")
+	require.Nil(b, err)
+
+	pkBinFile, err := os.Open("../testdata/" + circuit + "/proving_key.bin")
+	require.Nil(b, err)
+	defer pkBinFile.Close()
+
+	b.Run("Parse Pk bin "+circuit, func(b *testing.B) {
+		for i := 0; i < b.N; i++ {
+			ParsePk(pkJson)
+		}
+	})
+	b.Run("Parse Pk json "+circuit, func(b *testing.B) {
+		for i := 0; i < b.N; i++ {
+			ParsePkBin(pkBinFile)
+		}
+	})
+}
+
+func BenchmarkParsePk(b *testing.B) {
+	benchmarkParsePk(b, "circuit1k")
+	benchmarkParsePk(b, "circuit5k")
+	// benchmarkParsePk(b, "circuit10k")
+	// benchmarkParsePk(b, "circuit20k")
+}
diff --git a/prover/prover_test.go b/prover/prover_test.go
index ea7350a..e7fed45 100644
--- a/prover/prover_test.go
+++ b/prover/prover_test.go
@@ -4,6 +4,7 @@ import (
 	"encoding/json"
 	"fmt"
 	"io/ioutil"
+	"os"
 	"testing"
 	"time"
 
@@ -16,25 +17,38 @@ import (
 func TestCircuitsGenerateProof(t *testing.T) {
 	testCircuitGenerateProof(t, "circuit1k") // 1000 constraints
 	testCircuitGenerateProof(t, "circuit5k") // 5000 constraints
-	//testCircuitGenerateProof(t, "circuit10k") // 10000 constraints
-	//testCircuitGenerateProof(t, "circuit20k") // 20000 constraints
+	// testCircuitGenerateProof(t, "circuit10k") // 10000 constraints
+	// testCircuitGenerateProof(t, "circuit20k") // 20000 constraints
 }
 
 func testCircuitGenerateProof(t *testing.T, circuit string) {
-	provingKeyJson, err := ioutil.ReadFile("../testdata/" + circuit + "/proving_key.json")
+	// using json provingKey file
+	// provingKeyJson, err := ioutil.ReadFile("../testdata/" + circuit + "/proving_key.json")
+	// require.Nil(t, err)
+	// pk, err := parsers.ParsePk(provingKeyJson)
+	// require.Nil(t, err)
+	// witnessJson, err := ioutil.ReadFile("../testdata/" + circuit + "/witness.json")
+	// require.Nil(t, err)
+	// w, err := parsers.ParseWitness(witnessJson)
+	// require.Nil(t, err)
+
+	// using bin provingKey file
+	pkBinFile, err := os.Open("../testdata/" + circuit + "/proving_key.bin")
 	require.Nil(t, err)
-	pk, err := parsers.ParsePk(provingKeyJson)
+	defer pkBinFile.Close()
+	pk, err := parsers.ParsePkBin(pkBinFile)
 	require.Nil(t, err)
 
-	witnessJson, err := ioutil.ReadFile("../testdata/" + circuit + "/witness.json")
+	witnessBinFile, err := os.Open("../testdata/" + circuit + "/witness.bin")
 	require.Nil(t, err)
-	w, err := parsers.ParseWitness(witnessJson)
+	defer witnessBinFile.Close()
+	w, err := parsers.ParseWitnessBin(witnessBinFile)
 	require.Nil(t, err)
 
 	beforeT := time.Now()
 	proof, pubSignals, err := GenerateProof(pk, w)
 	assert.Nil(t, err)
-	fmt.Println("proof generation time elapsed:", time.Since(beforeT))
+	fmt.Println("proof generation time for "+circuit+" elapsed:", time.Since(beforeT))
 
 	proofStr, err := parsers.ProofToJson(proof)
 	assert.Nil(t, err)
diff --git a/types/types.go b/types/types.go
index 8277579..4e4e8f2 100644
--- a/types/types.go
+++ b/types/types.go
@@ -6,6 +6,8 @@ import (
 	bn256 "github.com/ethereum/go-ethereum/crypto/bn256/cloudflare"
 )
 
+var Q, _ = new(big.Int).SetString("21888242871839275222246405745257275088696311157297823662689037894645226208583", 10)
+
 // R is the mod of the finite field
 var R, _ = new(big.Int).SetString("21888242871839275222246405745257275088548364400416034343698204186575808495617", 10)