LLM SQL Generation Benchmark Results

We assessed the ability of popular LLMs to generate accurate and efficient SQL from natural language prompts. Using a 200 million record dataset from the GH Archive uploaded to Tinybird, we asked the LLMs to generate SQL based on 50 prompts. The results are shown below and can be compared to a human baseline.

Show metrics relative to human baseline

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human

human

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--

--

--

--

332.6 ms

31,006,852

759.83 MB

#1

anthropic

claude-opus-4.7

82.55

99.61

65.48

4.738

1.00

2,800.88 ms

34,437,823

811.31 MB

#2

openai

gpt-chat-latest

82.47

99.90

65.05

1.793

1.00

818.72 ms

39,159,059

941.02 MB

#3

anthropic

82.46

99.86

65.05

7.349

1.14

633.94 ms

38,050,598

949.38 MB

#4

~x-ai

81.91

99.80

64.02

13.747

1.24

2,811 ms

45,211,063

418.09 MB

#5

google

gemini-3-pro-preview

80.04

99.78

60.30

49.440

1.02

682.04 ms

46,150,625

1,055.25 MB

#6

qwen

qwen3.5-plus-02-15

79.90

99.63

60.17

67.609

1.00

1,201 ms

46,773,375

984.67 MB

#7

google

gemini-3.5-flash

79.87

99.69

60.05

9.736

1.00

1,484.88 ms

50,048,646

1,060.75 MB

#8

anthropic

claude-opus-5-fast

79.54

99.54

59.54

3.100

1.02

2,951.48 ms

36,182,829

938.35 MB

#9

moonshotai

kimi-k2-0905:exacto

79.40

99.75

59.06

4.547

1.02

1,397.327 ms

46,877,411

848.80 MB

#10

~anthropic

claude-opus-latest

79.39

99.91

58.87

7.406

1.02

2,658.08 ms

35,558,485

301.20 MB

#11

google

gemini-2.5-pro-preview-05-06

79.33

99.73

58.94

21.273

1.00

825.714 ms

41,502,252

947.30 MB

#12

google

gemini-3.1-pro-preview-customtools

79.26

99.03

59.48

20.360

1.02

3,833.3 ms

49,317,675

1,056.97 MB

#13

google

gemini-3.6-flash

79.16

98.84

59.48

7.875

1.00

5,507.52 ms

41,838,459

1,045.51 MB

#14

google

78.95

99.91

57.98

19.100

1.06

443.22 ms

42,878,115

826.88 MB

#15

anthropic

claude-opus-4.8

78.85

99.93

57.77

2.780

1.00

585.18 ms

34,526,743

811.92 MB

#16

google

gemini-3-flash-preview

78.76

99.18

58.35

2.406

1.00

6,401.3 ms

42,874,619

927.15 MB

#17

openai

gpt-4o-search-preview

78.59

99.97

57.21

3.757

1.40

525.58 ms

41,771,932

394.36 MB

#18

meta

78.57

99.92

57.22

6.670

1.08

2,934.5 ms

34,692,912

254.72 MB

#19

~google

gemini-pro-latest

78.56

99.31

57.81

11.087

1.04

3,468.7 ms

40,340,295

914.03 MB

#20

bytedance-seed

78.37

99.39

57.35

11.170

1.06

2,954.24 ms

46,000,305

964.12 MB

#21

openrouter

78.32

99.85

56.78

1.401

1.02

1,202.46 ms

72,041,510

1,141.62 MB

#22

~google

gemini-flash-latest

78.28

99.46

57.10

9.730

1.04

3,234.08 ms

32,730,132

781.68 MB

#23

anthropic

claude-3.7-sonnet:thinking

78.27

99.60

56.93

40.858

1.00

1,425.82 ms

40,046,627

947.37 MB

#24

z-ai

78.22

99.48

56.95

16.908

1.00

2,150.16 ms

45,225,460

1,036.61 MB

#25

anthropic

claude-3.7-sonnet

78.01

99.93

56.08

3.149

1.10

374.224 ms

40,099,998

824.57 MB

#26

z-ai

77.96

99.70

56.21

32.466

1.02

968.06 ms

45,783,003

1,078.88 MB

#27

deepseek

deepseek-v4-pro

77.91

99.91

55.91

20.368

1.02

2,224.64 ms

42,412,877

299.77 MB

#28

qwen

qwen3.6-35b-a3b

77.85

99.73

55.97

20.423

1.12

1,065.78 ms

50,827,717

997.11 MB

#29

moonshotai

77.84

99.92

55.77

4.265

1.06

589.22 ms

49,539,148

903.11 MB

#30

x-ai

77.78

99.75

55.81

61.602

1.00

677.06 ms

49,360,869

1,145.95 MB

#31

openai

gpt-5.6-terra-pro

77.73

99.53

55.92

9.575

1.02

2,624.06 ms

45,682,344

923.23 MB

#32

x-ai

77.53

99.92

55.14

0.896

1.02

794.26 ms

35,500,350

846.01 MB

#33

google

gemini-3.7-flash

77.48

99.38

55.57

5.771

1.14

4,475.24 ms

37,623,293

736.10 MB

#34

qwen

qwen3.5-397b-a17b

77.47

99.71

55.23

78.487

1.02

809.92 ms

45,777,471

1,046.79 MB

#35

meta

77.46

99.51

55.42

5.558

1.00

2,944.1 ms

44,070,185

969.39 MB

#36

x-ai

grok-4.20-multi-agent

77.45

99.79

55.12

16.323

1.06

998.54 ms

42,709,671

910.85 MB

#37

x-ai

77.43

99.49

55.37

17.513

1.00

2,168.32 ms

44,026,726

1,009.68 MB

#38

openai

77.38

99.92

54.83

9.886

1.14

448.84 ms

49,432,133

844.29 MB

#39

qwen

77.34

99.80

54.89

72.053

1.04

2,453.62 ms

38,011,304

365.27 MB

#40

google

gemini-2.5-pro-preview

77.34

98.43

56.25

20.550

1.00

2,995.771 ms

51,942,301

1,111.37 MB

#41

openai

77.32

99.69

54.95

3.188

1.00

1,898.78 ms

57,024,811

1,137.19 MB

#42

deepseek

deepseek-v3.2-exp

77.29

99.82

54.77

4.786

1.00

1,371.82 ms

42,265,330

838.05 MB

#43

xiaomi

77.20

99.67

54.74

23.199

1.06

1,395.92 ms

43,289,653

927.15 MB

#44

moonshotai

77.16

99.77

54.54

8.252

1.00

1,468.84 ms

46,652,241

877.99 MB

#45

openai

77.11

99.85

54.36

19.254

1.04

625.82 ms

43,602,960

960.85 MB

#46

mistralai

mistral-medium-3-5

77.10

99.71

54.50

5.209

1.02

1,331.286 ms

52,340,224

974.02 MB

#47

anthropic

claude-opus-4.5

77.07

99.88

54.26

2.907

1.02

4,677.22 ms

42,411,762

294.93 MB

#48

thinkingmachines

77.07

99.82

54.31

6.680

1.06

4,048.72 ms

46,538,689

375.01 MB

#49

moonshotai

77.06

99.46

54.67

68.072

1.00

1,175.633 ms

44,153,829

997.26 MB

#50

qwen

qwen3.6-max-preview

76.97

99.69

54.26

50.610

1.00

1,024.12 ms

40,394,423

964.23 MB

#51

qwen

76.97

99.85

54.09

14.378

1.10

3,435.22 ms

39,311,235

310.13 MB

#52

sakana

76.96

99.63

54.30

58.429

1.06

1,059.8 ms

38,309,339

990.27 MB

#53

qwen

76.95

99.50

54.40

35.404

1.00

1,217.265 ms

42,908,205

1,021.26 MB

#54

deepseek

deepseek-r1-0528

76.93

99.71

54.16

61.820

1.02

682.673 ms

42,768,724

937.48 MB

#55

nex-agi

76.89

99.48

54.29

30.772

1.10

1,749.78 ms

54,863,792

1,079.00 MB

#56

openai

76.88

99.67

54.09

10.389

1.00

1,022.388 ms

53,083,092

1,134.93 MB

#57

anthropic

76.88

98.42

55.35

5.410

1.02

6,141.408 ms

36,399,824

954.63 MB

#58

anthropic

claude-sonnet-4

76.80

99.30

54.30

2.799

1.02

3,187.48 ms

39,847,072

984.97 MB

#59

qwen

76.79

99.70

53.88

51.377

1.00

1,144.52 ms

45,274,360

904.00 MB

#60

openai

gpt-5.1-codex-mini

76.76

99.87

53.65

9.049

1.02

639.54 ms

41,901,897

971.73 MB

#61

qwen

qwen3-max-thinking

76.71

99.38

54.05

2.089

1.00

6,131.14 ms

38,332,239

776.42 MB

#62

deepseek

deepseek-v4-flash

76.64

99.77

53.51

6.753

1.08

1,397.02 ms

46,005,139

899.56 MB

#63

qwen

qwen3-235b-a22b-thinking-2507

76.61

99.58

53.64

93.889

1.04

1,244.28 ms

42,483,080

932.90 MB

#64

kwaipilot

kat-coder-pro-v2

76.57

99.44

53.71

2.012

1.00

5,157.86 ms

51,659,367

909.16 MB

#65

deepcogito

cogito-v2.1-671b

76.54

99.57

53.50

1.165

1.00

4,554.34 ms

36,881,329

806.31 MB

#66

stepfun

76.53

99.04

54.03

35.870

1.06

1,416.312 ms

46,041,589

1,111.22 MB

#67

qwen

76.51

99.61

53.41

5.172

1.17

550.043 ms

40,419,858

895.38 MB

#68

openai

76.50

99.77

53.23

5.045

1.00

1,374.06 ms

47,296,114

1,000.48 MB

#69

tencent

76.42

99.43

53.41

34.712

1.20

1,251.122 ms

45,276,609

982.15 MB

#70

anthropic

claude-sonnet-5

76.40

99.83

52.97

7.003

1.00

3,823.7 ms

41,901,088

384.21 MB

#71

openai

76.38

98.74

54.01

6.711

1.02

6,556.7 ms

45,940,212

1,029.91 MB

#72

qwen

76.36

99.77

52.95

37.553

1.06

761.347 ms

44,676,197

795.72 MB

#73

qwen

76.34

99.54

53.14

23.787

1.00

1,869.66 ms

38,823,710

936.95 MB

#74

deepseek

deepseek-v4-flash-0731

76.25

98.35

54.16

44.340

1.12

3,905.245 ms

49,847,738

974.66 MB

#75

openai

gpt-5.6-luna-pro

76.20

98.94

53.47

9.382

1.00

5,260.18 ms

39,558,560

969.10 MB

#76

anthropic

claude-3.5-sonnet

76.19

99.96

52.41

3.234

1.02

388.96 ms

37,145,042

684.44 MB

#77

openai

76.18

99.78

52.59

76.620

1.04

746.8 ms

52,804,037

936.55 MB

#78

z-ai

76.17

99.86

52.49

56.839

1.14

1,280.245 ms

44,533,261

368.54 MB

#79

perceptron

76.14

99.47

52.81

4.372

1.02

3,587.02 ms

66,915,860

1,055.43 MB

#80

qwen

qwen3-235b-a22b-07-25

76.11

99.90

52.31

8.620

1.18

397.755 ms

38,751,330

781.80 MB

#81

anthropic

claude-opus-4.6

76.09

99.93

52.25

3.423

1.02

2,997 ms

37,271,990

261.77 MB

#82

z-ai

76.05

99.62

52.48

12.758

1.02

1,676.94 ms

45,577,866

1,035.83 MB

#83

kwaipilot

kat-coder-air-v2.5

75.94

99.03

52.85

4.666

1.08

6,085.74 ms

43,355,598

915.92 MB

#84

qwen

75.87

99.87

51.86

13.982

1.02

2,741.04 ms

50,261,089

362.24 MB

#85

openai

75.86

99.85

51.87

1.534

1.02

1,386.16 ms

60,323,408

988.77 MB

#86

openai

75.79

99.89

51.69

10.228

1.08

613.66 ms

52,581,751

940.75 MB

#87

deepseek

75.76

99.91

51.62

3.690

1.14

729.48 ms

42,566,756

789.60 MB

#88

anthropic

claude-opus-4.1

75.75

99.85

51.65

6.342

1.04

580.51 ms

39,294,543

936.76 MB

#89

qwen

qwen3.5-plus-20260420

75.75

99.69

51.81

47.981

1.02

1,044.3 ms

46,539,910

999.42 MB

#90

qwen

75.73

99.98

51.48

4.571

1.04

457.224 ms

46,666,126

333.42 MB

#91

qwen

qwen3-coder-plus

75.68

99.97

51.39

2.303

1.02

679.163 ms

53,829,416

387.08 MB

#92

openai

gpt-oss-120b:exacto

75.68

99.76

51.60

5.261

1.08

1,351.14 ms

51,060,147

1,021.13 MB

#93

openrouter

75.67

99.84

51.51

2.754

1.00

1,160.78 ms

71,383,218

1,133.85 MB

#94

poolside

75.66

99.75

51.56

7.356

1.14

1,255.76 ms

46,603,715

962.52 MB

#95

openrouter

75.62

99.83

51.40

1.362

1.02

1,358.24 ms

67,797,316

1,137.85 MB

#96

qwen

qwen3-vl-235b-a22b-thinking

75.59

99.79

51.40

29.091

1.00

782.62 ms

52,951,289

1,073.90 MB

#97

z-ai

75.58

99.40

51.77

18.891

1.00

2,731.18 ms

50,021,624

994.13 MB

#98

qwen

qwen3.5-122b-a10b

75.56

99.48

51.65

13.946

1.06

2,107 ms

45,772,163

1,056.49 MB

#99

openai

gpt-4o-2024-08-06

75.54

99.79

51.29

1.375

1.02

1,946.04 ms

49,630,116

923.17 MB

#100

qwen

qwen3-coder:exacto

75.52

99.78

51.26

1.292

1.02

1,383.265 ms

46,171,856

959.85 MB

#101

anthracite-org

75.51

98.86

52.16

3.023

1.12

5,948.776 ms

38,123,778

821.08 MB

#102

moonshotai

75.45

99.63

51.28

24.452

1.00

1,374.34 ms

36,653,795

986.71 MB

#103

openai

75.44

99.86

51.01

11.124

1.00

596.52 ms

48,389,329

1,097.99 MB

#104

microsoft

wizardlm-2-8x22b

75.42

96.90

53.93

6.842

1.47

9,964.571 ms

35,931,491

812.51 MB

#105

aion-labs

75.41

98.89

51.92

24.331

1.00

4,130.38 ms

57,308,234

1,133.15 MB

#106

anthropic

claude-opus-4.6-fast

75.36

99.91

50.82

2.813

1.02

2,053.426 ms

34,047,552

206.91 MB

#107

nvidia

nemotron-3-super-120b-a12b

75.30

99.44

51.17

22.996

1.06

2,175.16 ms

45,879,249

994.61 MB

#108

google

gemini-3.5-flash-lite

75.29

99.78

50.80

1.556

1.02

1,936.7 ms

57,137,045

1,002.74 MB

#109

google

gemini-3.1-flash-lite-preview

75.29

99.19

51.39

1.517

1.00

7,438.06 ms

53,824,558

965.34 MB

#110

aion-labs

75.26

99.70

50.81

59.689

1.06

847.02 ms

45,570,498

1,048.70 MB

#111

openai

gpt-4.5-preview

75.22

99.94

50.51

2.955

1.00

442.98 ms

41,636,677

756.28 MB

#112

google

gemma-4-26b-a4b-it

75.20

99.76

50.63

5.060

1.06

6,086.8 ms

56,772,354

393.05 MB

#113

x-ai

grok-3-mini-beta

75.19

99.87

50.52

7.127

1.06

651.74 ms

55,296,404

869.75 MB

#114

openai

75.18

99.60

50.77

1.503

1.02

3,542.34 ms

42,878,575

910.97 MB

#115

~openai

gpt-mini-latest

75.18

99.94

50.43

1.540

1.06

2,515.34 ms

37,502,809

303.93 MB

#116

mistralai

mistral-medium-3

75.17

99.85

50.50

2.621

1.06

1,349.88 ms

54,701,026

878.39 MB

#117

~moonshotai

75.16

99.15

51.18

19.888

1.02

3,525.92 ms

40,731,360

961.27 MB

#118

openai

75.06

99.86

50.26

21.133

1.04

702.64 ms

68,364,075

1,005.01 MB

#119

openai

75.03

99.99

50.08

2.074

1.00

421.6 ms

52,027,773

246.69 MB

#120

qwen

75.01

99.73

50.28

45.733

1.04

846.5 ms

49,315,858

1,050.31 MB

#121

tencent

75.01

98.46

51.55

15.523

1.04

6,150.5 ms

49,211,334

1,078.85 MB

#122

openai

gpt-4o-2024-11-20

75.01

99.77

50.24

0.876

1.06

1,866.388 ms

55,625,851

880.60 MB

#123

qwen

qwen3-next-80b-a3b-instruct

74.98

99.95

50.00

1.474

1.00

421.14 ms

38,561,447

879.98 MB

#124

x-ai

74.95

99.76

50.15

10.611

1.00

762.122 ms

50,156,062

1,088.51 MB

#125

deepseek

deepseek-v3.1-terminus

74.95

99.79

50.11

3.681

1.04

1,430.3 ms

43,504,553

917.37 MB

#126

openai

74.95

99.89

50.00

2.190

1.06

818.38 ms

54,736,481

995.56 MB

#127

bytedance-seed

74.91

99.65

50.18

26.392

1.04

1,477.74 ms

46,878,338

944.20 MB

#128

openai

74.91

99.98

49.84

16.292

1.04

549.54 ms

53,315,039

303.04 MB

#129

anthropic

claude-4.5-sonnet

74.88

99.92

49.84

3.702

1.02

585.62 ms

43,365,288

907.62 MB

#130

openai

74.86

99.80

49.93

1.158

1.00

1,920.74 ms

61,160,789

1,027.66 MB

#131

qwen

qwen3-next-80b-a3b-thinking

74.85

99.75

49.96

17.344

1.02

720.837 ms

54,897,195

1,106.61 MB

#132

qwen

qwen3-235b-a22b-2507

74.85

98.95

50.75

3.224

1.08

8,653.66 ms

44,233,987

815.52 MB

#133

google

74.83

98.84

50.82

5.276

1.00

7,081.24 ms

56,772,354

1,050.70 MB

#134

xiaomi

74.83

99.49

50.17

11.241

1.00

2,737.28 ms

47,678,693

957.11 MB

#135

openai

gpt-5.6-sol-pro

74.83

99.05

50.61

18.564

1.04

4,009.1 ms

45,921,518

989.20 MB

#136

z-ai

74.81

99.44

50.18

55.855

1.04

1,656.82 ms

50,110,333

1,071.67 MB

#137

qwen

74.80

99.67

49.93

31.219

1.04

1,253.26 ms

47,306,065

990.21 MB

#138

nex-agi

nex-n2-pro:free

74.76

99.61

49.92

57.277

1.02

819.755 ms

40,479,420

1,012.16 MB

#139

openai

gpt-oss-20b:free

74.75

99.68

49.82

14.122

1.27

610.104 ms

46,853,009

965.28 MB

#140

perplexity

sonar-deep-research

74.72

99.63

49.82

46.034

1.36

862.54 ms

53,631,153

1,119.54 MB

#141

nvidia

nemotron-3-super-120b-a12b:free

74.72

99.69

49.75

24.582

1.08

1,274.32 ms

44,080,993

919.44 MB

#142

nousresearch

hermes-3-llama-3.1-405b:free

74.68

99.92

49.45

7.260

1.12

552.64 ms

52,968,329

862.73 MB

#143

qwen

qwen3-235b-a22b

74.63

99.91

49.34

36.262

1.04

439.38 ms

45,468,824

791.67 MB

#144

openai

74.57

99.71

49.42

4.156

1.02

1,685.42 ms

55,308,771

1,106.43 MB

#145

deepseek

deepseek-chat-v3-0324

74.53

99.96

49.10

5.366

1.24

362.62 ms

39,914,537

612.03 MB

#146

anthropic

claude-sonnet-4.6

74.53

99.23

49.83

3.549

1.00

5,336.72 ms

46,682,298

961.64 MB

#147

openai

gpt-oss-120b:free

74.45

99.95

48.95

8.630

1.06

1,214.36 ms

47,908,602

340.50 MB

#148

writer

74.44

99.58

49.30

9.108

1.18

2,368.32 ms

38,942,989

791.79 MB

#149

perplexity

sonar-reasoning-pro

74.44

99.75

49.13

8.937

1.02

1,131.3 ms

54,592,943

1,142.75 MB

#150

google

gemini-3.1-flash-lite

74.42

99.85

49.00

1.281

1.00

1,465.88 ms

53,680,420

964.11 MB

#151

qwen

qwen-plus-2025-07-28:thinking

74.38

99.04

49.72

58.591

1.06

2,758.8 ms

45,622,670

1,037.56 MB

#152

mistralai

mistral-medium-3.1

74.37

99.93

48.81

2.088

1.04

666.02 ms

53,051,447

878.95 MB

#153

x-ai

74.36

99.83

48.89

17.702

1.00

686.06 ms

44,422,695

1,033.66 MB

#154

minimax

74.34

99.51

49.16

25.143

1.18

1,680.46 ms

47,270,248

996.89 MB

#155

deepseek

74.27

99.74

48.79

62.020

1.02

869.52 ms

50,574,856

983.35 MB

#156

openai

74.25

98.55

49.94

3.996

1.04

6,177.531 ms

51,609,499

1,045.21 MB

#157

deepcogito

cogito-v2-preview-llama-70b

74.21

99.90

48.51

2.851

1.10

847.14 ms

42,613,427

792.70 MB

#158

qwen

qwen-2.5-coder-32b-instruct

74.19

99.90

48.49

2.456

1.08

732.878 ms

46,841,414

767.00 MB

#159

z-ai

74.17

99.60

48.73

27.030

1.08

934.408 ms

50,746,043

1,101.56 MB

#160

aion-labs

74.14

99.68

48.60

74.917

1.04

885.66 ms

48,400,008

1,052.70 MB

#161

meta-llama

llama-4-maverick

74.12

99.95

48.30

3.095

1.04

410.78 ms

40,161,866

793.26 MB

#162

google

gemini-2.5-pro-preview-06-05

74.10

99.89

48.32

20.782

1.04

579.36 ms

38,815,820

806.77 MB

#163

deepseek

deepseek-chat-v3.1

74.08

99.95

48.22

3.914

1.04

608.681 ms

45,651,463

322.46 MB

#164

perplexity

74.07

99.89

48.26

2.611

1.06

1,000.28 ms

37,440,965

778.30 MB

#165

openai

74.06

99.60

48.51

10.003

1.02

1,443.469 ms

54,867,793

1,033.70 MB

#166

qwen

qwen-plus-2025-07-28

74.03

99.10

48.96

1.642

1.06

8,332.72 ms

40,598,612

833.41 MB

#167

openai

gpt-4o-2024-05-13

73.98

99.86

48.10

1.366

1.04

1,364.88 ms

49,226,881

913.08 MB

#168

poolside

laguna-s-2.1:free

73.94

99.98

47.91

16.848

1.12

788.96 ms

38,618,194

228.47 MB

#169

qwen

qwen2.5-vl-72b-instruct

73.93

99.79

48.08

7.308

1.06

4,844.7 ms

46,407,274

370.56 MB

#170

nousresearch

hermes-3-llama-3.1-405b

73.93

98.20

49.66

3.680

1.02

11,993.694 ms

43,291,775

752.60 MB

#171

x-ai

73.93

98.89

48.97

7.519

1.00

6,369.62 ms

57,388,979

1,035.02 MB

#172

openai

gpt-3.5-turbo-0613

73.92

99.75

48.08

1.101

1.04

1,539.143 ms

47,348,539

989.91 MB

#173

inclusionai

73.90

99.21

48.59

8.477

1.00

3,858 ms

51,586,642

1,089.58 MB

#174

google

gemini-2.0-flash-lite-001

73.88

99.80

47.95

1.286

1.02

1,285.714 ms

50,589,629

969.49 MB

#175

mistralai

mistral-small-3.2-24b-instruct

73.85

98.88

48.82

2.728

1.09

1,068.091 ms

41,646,956

860.77 MB

#176

poolside

73.84

99.98

47.69

5.713

1.10

719.58 ms

42,657,871

296.97 MB

#177

openai

73.76

99.01

48.52

1.926

1.06

4,263.938 ms

53,931,690

930.29 MB

#178

arcee-ai

trinity-large-thinking

73.72

99.53

47.90

8.240

1.20

2,119.44 ms

48,245,941

996.87 MB

#179

anthropic

claude-sonnet-4.5

73.67

99.17

48.18

3.491

1.00

6,180.14 ms

43,114,181

899.14 MB

#180

nousresearch

73.65

98.26

49.04

2.094

1.02

9,009.143 ms

47,704,275

1,008.86 MB

#181

cohere

73.65

99.01

48.29

1.612

1.04

6,164.959 ms

44,226,012

899.85 MB

#182

mistralai

73.59

99.96

47.22

0.855

1.00

775.14 ms

42,657,411

620.15 MB

#183

qwen

qwen3-30b-a3b-thinking-2507

73.59

99.88

47.30

19.002

1.02

602.48 ms

45,928,106

890.50 MB

#184

z-ai

73.54

99.17

47.92

10.920

1.14

4,103.58 ms

44,778,371

908.40 MB

#185

z-ai

73.53

99.73

47.33

13.738

1.10

5,415.82 ms

52,774,370

366.60 MB

#186

openai

73.51

99.66

47.36

9.993

1.02

1,506.08 ms

53,506,834

1,119.95 MB

#187

openrouter

73.50

98.15

48.85

82.452

1.22

673.4 ms

37,498,477

1,044.59 MB

#188

mistralai

73.48

99.40

47.56

2.237

1.04

6,024.58 ms

44,102,484

778.48 MB

#189

deepseek

73.47

98.77

48.17

4.662

1.04

6,194.184 ms

46,010,640

876.42 MB

#190

~anthropic

claude-haiku-latest

73.40

99.96

46.84

1.905

1.10

2,559.22 ms

39,114,591

219.54 MB

#191

openai

gpt-5.1-codex-max

73.37

99.73

47.00

4.821

1.04

1,703 ms

59,148,959

1,016.79 MB

#192

nvidia

nemotron-3-ultra-550b-a55b:free

73.33

99.31

47.35

75.122

1.10

1,321.306 ms

42,687,966

986.25 MB

#193

openrouter

73.27

99.56

46.97

17.596

1.04

1,977.66 ms

47,054,403

968.46 MB

#194

openai

73.25

99.70

46.80

1.300

1.02

1,981.02 ms

36,763,125

1,070.25 MB

#195

qwen

qwen3-coder-flash

73.25

99.93

46.56

2.453

1.02

556.74 ms

42,185,121

868.81 MB

#196

openai

73.22

99.75

46.68

3.205

1.09

533.957 ms

41,234,766

980.50 MB

#197

x-ai

grok-code-fast-1

73.15

99.84

46.46

6.570

1.02

830.98 ms

51,488,460

1,077.86 MB

#198

z-ai

73.13

99.59

46.68

10.752

1.04

838.771 ms

48,329,302

1,130.98 MB

#199

~deepseek

deepseek-v4-flash-latest

73.08

98.54

47.61

29.448

1.14

3,637.286 ms

49,408,498

991.80 MB

#200

baidu

ernie-4.5-vl-424b-a47b

73.08

99.02

47.13

4.773

1.22

5,744.94 ms

40,362,238

856.35 MB

#201

inception

73.06

99.24

46.88

0.966

1.02

6,492.7 ms

49,413,821

1,050.30 MB

#202

openai

73.04

99.02

47.07

9.276

1.04

4,358.28 ms

40,287,810

1,027.15 MB

#203

google

gemini-2.5-flash

73.04

99.99

46.09

2.126

1.02

337.4 ms

36,295,667

262.45 MB

#204

perplexity

73.04

99.89

46.19

2.310

1.06

902.08 ms

37,171,993

846.08 MB

#205

moonshotai

73.01

99.50

46.51

30.577

1.00

2,093.58 ms

37,188,519

875.48 MB

#206

anthropic

claude-3.5-haiku

72.96

99.99

45.93

2.731

1.08

522.38 ms

47,370,988

297.58 MB

#207

poolside

laguna-xs.2:free

72.95

98.74

47.15

8.874

1.10

4,107.306 ms

45,822,565

1,011.69 MB

#208

inclusionai

72.91

99.90

45.92

5.361

1.02

2,885.84 ms

37,442,248

327.69 MB

#209

minimax

72.90

98.96

46.83

6.706

1.14

5,725.68 ms

51,112,554

952.89 MB

#210

qwen

qwen3.5-35b-a3b

72.84

99.69

45.99

8.095

1.20

1,400.5 ms

49,184,648

1,009.49 MB

#211

thedrummer

cydonia-24b-v4.1

72.80

99.93

45.68

1.966

1.10

412.306 ms

36,265,794

823.24 MB

#212

google

72.77

99.85

45.70

5.021

1.06

694.878 ms

41,212,019

869.17 MB

#213

deepseek

deepseek-chat-v3-0324:free

72.77

99.52

46.01

5.875

1.11

383.682 ms

38,010,973

813.72 MB

#214

qwen

72.75

99.47

46.04

1.800

1.02

4,211.94 ms

41,619,269

938.67 MB

#215

qwen

72.71

99.15

46.26

30.579

1.12

1,997.531 ms

53,919,075

1,064.75 MB

#216

bytedance-seed

72.59

99.84

45.34

8.785

1.06

2,173 ms

44,485,951

312.69 MB

#217

minimax

72.58

99.71

45.45

8.115

1.04

3,911.204 ms

46,994,209

415.62 MB

#218

qwen

qwen3-vl-235b-a22b-instruct

72.56

98.88

46.24

2.308

1.06

6,441.857 ms

35,227,076

816.64 MB

#219

poolside

laguna-xs-2.1:free

72.50

99.75

45.25

20.571

1.28

730.26 ms

38,514,356

1,011.07 MB

#220

meta-llama

72.48

100.00

44.96

2.048

1.04

289.875 ms

39,101,618

134.66 MB

#221

mistralai

mistral-large-2512

72.45

99.24

45.66

2.166

1.06

6,698.14 ms

44,059,393

840.20 MB

#222

openai

72.44

99.78

45.10

1.945

1.00

919.562 ms

44,180,776

913.74 MB

#223

bytedance-seed

72.43

98.70

46.16

22.165

1.10

2,919.347 ms

54,494,944

1,182.43 MB

#224

qwen

72.42

99.60

45.23

31.462

1.04

1,591.3 ms

53,444,620

993.79 MB

#225

openai

72.41

99.99

44.83

2.145

1.04

690.28 ms

54,131,214

193.58 MB

#226

meituan

72.38

99.62

45.15

26.224

1.04

964.837 ms

46,725,377

1,047.87 MB

#227

qwen

72.37

99.47

45.26

18.700

1.06

2,507.64 ms

44,319,995

887.56 MB

#228

google

gemini-2.5-flash-image

72.36

99.99

44.74

1.301

1.00

408.34 ms

39,751,249

369.30 MB

#229

x-ai

72.32

99.89

44.76

1.701

1.04

633.612 ms

42,572,577

720.40 MB

#230

z-ai

72.27

99.86

44.67

39.634

1.10

1,245.061 ms

47,340,745

410.78 MB

#231

openai

72.23

99.82

44.64

25.613

1.04

643.3 ms

61,356,069

1,161.59 MB

#232

nousresearch

hermes-3-llama-3.1-70b

72.11

99.76

44.47

1.959

1.17

3,230.065 ms

27,041,989

205.24 MB

#233

mistralai

mixtral-8x22b-instruct

72.10

99.67

44.53

0.875

1.13

1,680 ms

37,772,037

814.39 MB

#234

openai

72.01

99.79

44.24

10.635

1.00

976.7 ms

46,652,690

1,054.90 MB

#235

z-ai

71.92

99.24

44.60

16.719

1.02

3,428.94 ms

47,166,161

978.76 MB

#236

nex-agi

71.87

98.93

44.81

18.496

1.06

2,941.5 ms

45,188,794

1,294.56 MB

#237

qwen

qwen3.5-flash-02-23

71.81

99.48

44.14

14.099

1.14

2,444.84 ms

46,373,865

913.66 MB

#238

anthropic

claude-haiku-4.5

71.75

99.93

43.57

1.671

1.12

553.44 ms

49,735,847

918.65 MB

#239

google

gemini-2.5-flash-lite-preview-09-2025

71.71

99.84

43.57

1.611

1.08

1,410.02 ms

43,979,391

864.07 MB

#240

openai

gpt-4o-mini-2024-07-18

71.67

99.94

43.39

2.137

1.04

2,280.84 ms

54,031,752

342.74 MB

#241

qwen

qwen3-coder-next

71.55

98.92

44.18

1.423

1.08

6,878.225 ms

39,065,170

842.06 MB

#242

mistralai

mistral-large-2407

71.51

99.40

43.63

2.117

1.04

6,525.08 ms

46,866,961

759.81 MB

#243

qwen

qwen3-coder-30b-a3b-instruct

71.46

99.30

43.62

3.073

1.06

4,973 ms

34,608,542

848.96 MB

#244

thedrummer

71.42

98.76

44.07

2.614

1.04

4,995.833 ms

39,136,379

842.22 MB

#245

kwaipilot

kat-coder-pro-v2.5

71.35

98.71

43.99

3.518

1.06

5,266.775 ms

50,403,744

1,075.42 MB

#246

inclusionai

ling-3.0-flash:free

71.31

99.05

43.58

1.648

1.23

3,362.187 ms

40,359,621

896.80 MB

#247

relace

71.30

99.64

42.95

1.236

1.08

3,351.32 ms

34,859,649

819.65 MB

#248

openai

gpt-4o-mini-search-preview

71.27

99.97

42.58

2.766

1.06

748.437 ms

31,706,247

214.85 MB

#249

nvidia

nemotron-3-nano-30b-a3b:free

71.27

99.22

43.32

10.142

1.12

4,084.56 ms

48,768,188

919.86 MB

#250

sao10k

l3.3-euryale-70b

71.26

96.36

46.17

29.030

1.00

5,946.468 ms

43,271,705

869.27 MB

#251

mistralai

mistral-small-3.1-24b-instruct

71.26

98.50

44.02

1.809

1.00

376.5 ms

37,893,118

912.60 MB

#252

tencent

71.25

94.21

48.30

25.097

1.50

4,016.065 ms

43,534,014

956.02 MB

#253

nvidia

nemotron-nano-9b-v2

71.22

99.85

42.59

12.717

1.33

483.347 ms

40,823,966

813.29 MB

#254

mistralai

mistral-small-24b-instruct-2501

71.15

97.17

45.14

1.856

1.02

2,076.14 ms

34,303,920

846.49 MB

#255

anthropic

71.11

99.42

42.80

3.657

1.22

761.778 ms

36,590,481

232.57 MB

#256

openai

71.06

99.67

42.45

1.792

1.14

1,843.9 ms

45,378,797

1,138.96 MB

#257

openai

71.03

99.37

42.69

2.211

1.04

5,273.02 ms

57,313,535

959.36 MB

#258

mistralai

voxtral-small-24b-2507

71.02

99.92

42.12

0.902

1.02

610.163 ms

41,840,418

837.25 MB

#259

google

gemini-2.0-flash-001

71.02

99.99

42.04

1.426

1.02

350.146 ms

44,547,543

181.54 MB

#260

mistralai

devstral-medium

71.01

99.95

42.08

1.405

1.08

420.714 ms

44,380,748

715.11 MB

#261

nousresearch

70.98

99.85

42.10

1.140

1.12

7,162.714 ms

36,607,875

216.41 MB

#262

openai

70.89

99.66

42.12

27.104

1.08

1,015.46 ms

45,844,074

1,126.98 MB

#263

minimax

70.86

99.64

42.08

8.530

1.08

1,863.64 ms

43,702,513

933.60 MB

#264

cohere

command-r-plus-08-2024

70.80

98.69

42.91

2.220

1.02

9,529.776 ms

46,089,837

789.28 MB

#265

qwen

qwen3-30b-a3b-instruct-2507

70.70

99.96

41.44

2.806

1.09

308 ms

31,184,916

374.88 MB

#266

inclusionai

70.62

99.62

41.62

2.387

1.02

3,063.36 ms

42,522,173

892.15 MB

#267

anthropic

70.50

98.76

42.24

1.544

1.31

4,766.958 ms

34,045,851

774.89 MB

#268

mistralai

magistral-small-2506

70.43

99.89

40.96

12.425

1.18

522.531 ms

39,072,130

681.69 MB

#269

qwen

qwen3-vl-8b-instruct

70.40

99.74

41.05

1.229

1.06

938.298 ms

46,924,142

852.80 MB

#270

mistralai

mistral-small-2603

70.06

99.59

40.54

0.913

1.07

841.891 ms

34,809,725

941.72 MB

#271

google

gemini-2.5-flash-preview

69.93

99.95

39.90

1.622

1.00

384.551 ms

42,309,547

735.32 MB

#272

poolside

69.80

99.03

40.56

17.002

1.33

745.043 ms

41,118,378

1,012.30 MB

#273

poolside

laguna-m.1:free

69.78

99.45

40.10

57.933

1.02

612.319 ms

37,472,080

934.91 MB

#274

inclusionai

69.77

99.82

39.72

1.591

1.19

3,602.521 ms

57,601,522

327.10 MB

#275

mistralai

69.71

99.85

39.58

2.412

1.09

372.696 ms

44,597,846

757.05 MB

#276

nvidia

nemotron-nano-9b-v2:free

69.69

99.47

39.91

27.559

1.16

2,047.6 ms

41,923,462

880.96 MB

#277

z-ai

69.66

99.73

39.58

15.652

1.17

1,055.304 ms

51,805,270

403.62 MB

#278

openai

gpt-3.5-turbo-16k

69.63

99.97

39.30

1.272

1.33

673.958 ms

37,688,322

273.55 MB

#279

amazon

69.61

99.39

39.84

1.238

1.10

5,630.68 ms

39,007,357

840.21 MB

#280

minimax

69.50

98.87

40.12

8.381

1.10

4,454.68 ms

44,511,023

1,127.07 MB

#281

mistralai

ministral-14b-2512

69.44

99.94

38.95

1.251

1.04

1,188.128 ms

45,278,108

285.40 MB

#282

mistralai

69.30

99.67

38.93

0.942

1.10

2,089.51 ms

34,677,350

856.21 MB

#283

nvidia

nemotron-3-nano-30b-a3b

69.12

97.78

40.47

9.416

1.21

3,259.936 ms

53,660,951

1,062.85 MB

#284

microsoft

68.96

97.43

40.50

1.074

1.16

4,285.511 ms

35,244,379

793.67 MB

#285

amazon

68.95

99.66

38.23

0.975

1.20

4,654.5 ms

40,480,727

253.11 MB

#286

ai21

jamba-large-1.7

68.85

99.73

37.98

2.841

1.18

6,607.449 ms

40,653,494

295.37 MB

#287

mistralai

ministral-8b-2512

68.84

99.64

38.05

1.397

1.21

1,240.521 ms

47,439,900

1,011.42 MB

#288

meta-llama

llama-3.1-70b-instruct

68.77

99.88

37.66

1.786

1.14

772.49 ms

52,201,709

857.02 MB

#289

openrouter

68.71

94.82

42.60

42.194

1.35

3,291.913 ms

43,647,901

998.75 MB

#290

amazon

68.54

98.74

38.33

1.147

1.02

4,954.766 ms

40,098,946

795.77 MB

#291

minimax

68.52

98.91

38.13

11.278

1.59

4,790.717 ms

49,453,309

320.59 MB

#292

openai

68.45

99.69

37.20

20.092

1.02

906.12 ms

61,641,565

1,386.39 MB

#293

google

gemini-2.5-flash-lite

68.40

99.98

36.83

1.512

1.04

850.96 ms

39,578,736

261.53 MB

#294

deepseek

deepseek-v3.1-terminus:exacto

68.39

94.87

41.91

3.206

1.56

950.439 ms

53,138,787

1,064.91 MB

#295

sao10k

l3.1-euryale-70b

68.11

95.98

40.24

1.679

1.11

9,357.957 ms

43,740,018

819.98 MB

#296

qwen

68.06

99.36

36.76

13.037

1.12

2,157.531 ms

46,780,909

924.89 MB

#297

cognitivecomputations

dolphin-mistral-24b-venice-edition

67.91

95.34

40.47

2.454

1.26

7,461.022 ms

31,506,499

812.88 MB

#298

ibm-granite

67.77

95.77

39.77

0.985

1.12

3,330.326 ms

54,786,273

990.76 MB

#299

amazon

67.73

99.22

36.24

1.141

1.04

5,754.449 ms

46,477,940

865.11 MB

#300

upstage

67.56

97.12

38.00

6.896

1.20

1,715.727 ms

41,230,113

939.81 MB

#301

mistralai

67.41

99.97

34.86

0.925

1.00

385.911 ms

40,043,041

257.63 MB

#302

meta-llama

llama-3.3-70b-instruct

66.36

97.15

35.56

3.501

1.21

445.242 ms

38,658,489

992.39 MB

#303

openrouter

sherlock-dash-alpha

66.22

94.19

38.24

1.237

1.22

932.811 ms

56,016,230

1,309.17 MB

#304

qwen

qwen-2.5-7b-instruct

66.01

97.79

34.23

1.355

1.15

6,749.128 ms

49,552,058

909.97 MB

#305

openai

65.61

92.94

38.29

241.404

1.11

1,570.629 ms

43,522,261

426.47 MB

#306

meta-llama

llama-3-70b-instruct

65.56

90.63

40.49

9.571

1.00

3,343.071 ms

38,164,715

870.23 MB

#307

openrouter

64.98

88.70

41.26

25.916

1.06

1,119.273 ms

34,595,145

1,015.30 MB

#308

tencent

hunyuan-a13b-instruct

64.97

97.38

32.57

3.219

1.17

6,919.255 ms

65,822,716

941.41 MB

#309

mistralai

64.97

99.94

30.00

3.307

1.09

680.644 ms

48,641,279

222.69 MB

#310

cohere

command-r-08-2024

64.33

99.20

29.47

7.228

1.11

6,343.457 ms

42,009,355

280.73 MB

#311

openai

63.96

99.99

27.93

1.538

1.06

445.694 ms

52,428,071

239.26 MB

#312

alibaba

tongyi-deepresearch-30b-a3b

63.53

94.77

32.29

20.128

1.13

553.026 ms

57,570,886

1,153.90 MB

#313

thedrummer

63.20

99.70

26.70

2.113

1.17

3,204.543 ms

37,674,236

264.42 MB

#314

perplexity

sonar-pro-search

61.63

88.30

34.95

3.717

2.45

683.182 ms

56,964,923

1,347.49 MB

#315

moonshotai

kimi-linear-48b-a3b-instruct

61.54

97.81

25.27

1.305

1.57

348.686 ms

18,091,302

755.15 MB

#316

baidu

ernie-4.5-21b-a3b-thinking

61.53

92.38

30.68

54.468

1.15

847.854 ms

48,091,065

1,108.87 MB

#317

openai

61.39

99.39

23.39

1.150

1.80

1,126.878 ms

36,206,482

218.84 MB

#318

qwen

qwen-2.5-72b-instruct

61.21

83.54

38.89

7.176

1.30

9,341.25 ms

54,006,425

1,005.05 MB

#319

bytedance

61.01

97.62

24.39

0.928

1.07

7,555.711 ms

44,234,522

601.89 MB

#320

google

61.00

99.24

22.76

2.972

1.26

2,179.022 ms

31,151,872

532.00 MB

#321

deepseek

deepseek-r1-distill-llama-70b

60.79

94.05

27.53

23.636

1.36

491.97 ms

51,371,378

1,121.80 MB

#322

mistralai

ministral-3b-2512

60.13

95.59

24.67

0.917

1.08

898.5 ms

34,734,695

1,081.71 MB

#323

arcee-ai

59.50

98.40

20.60

5.629

1.75

1,228.208 ms

54,051,699

278.08 MB

#324

cohere

command-r7b-12-2024

58.66

98.51

18.82

1.907

1.13

3,657.15 ms

63,295,865

217.31 MB

#325

undi95

remm-slerp-l2-13b

58.35

99.65

17.06

2.912

1.09

1,882.125 ms

57,309,914

118.89 MB

#326

thedrummer

58.34

91.75

24.92

3.834

1.05

6,221.114 ms

35,948,066

929.78 MB

#327

aion-labs

aion-rp-llama-3.1-8b

57.86

99.71

16.00

3.787

1.22

320.135 ms

19,347,326

209.48 MB

#328

moonshotai

57.17

94.82

19.51

39.871

1.71

1,145.429 ms

39,286,658

419.18 MB

#329

openrouter

andromeda-alpha

57.15

99.30

15.00

28.858

1.82

358.176 ms

37,959,195

240.96 MB

#330

google

gemma-3n-e4b-it

56.55

93.85

19.24

2.848

1.21

1,773.879 ms

24,522,122

586.93 MB

#331

meta-llama

llama-3-8b-instruct

56.39

99.92

12.86

1.256

2.35

452.45 ms

16,735,360

53.18 MB

#332

mancer

56.25

99.78

12.72

3.973

1.29

985.676 ms

70,315,978

122.06 MB

#333

sao10k

55.11

80.20

30.02

1.159

1.28

6,060.744 ms

31,923,004

689.41 MB

#334

meta-llama

llama-3.2-3b-instruct

54.91

99.20

10.61

0.564

1.27

1,001.962 ms

69,010,677

394.73 MB

#335

google

53.34

99.61

7.08

4.106

1.67

954.867 ms

12,995,860

87.26 MB

#336

liquid

52.93

99.85

6.00

1.393

1.07

428.357 ms

77,197,005

224.10 MB

#337

nvidia

nemotron-nano-12b-v2-vl:free

52.81

87.59

18.03

23.357

1.86

487.333 ms

57,185,740

1,558.26 MB

#338

qwen

qwen2.5-coder-7b-instruct

51.07

99.83

2.30

5.664

1.00

264 ms

29,050,068

205.58 MB

#339

liquid

50.97

99.93

2.00

1.389

1.08

294.462 ms

37,560,298

133.52 MB

#340

inclusionai

50.88

99.76

2.00

26.389

1.00

293 ms

7,321,600

116.24 MB

#341

meta-llama

llama-3.2-1b-instruct

50.10

99.96

0.25

1.557

1.08

274.769 ms

86,662,200

136.94 MB

#343

openai

49.91

99.81

0.00

4.652

1.08

1,130.64 ms

40,869,345

918.65 MB

#344

poolside

49.77

99.53

0.00

11.675

1.04

2,422.32 ms

42,920,255

910.97 MB

#345

thinkingmachines

49.75

99.49

0.00

9.172

1.04

2,728.54 ms

45,832,574

945.40 MB

#346

nvidia

nemotron-3-ultra-550b-a55b

49.74

99.48

0.00

6.639

1.02

3,119.28 ms

38,819,411

890.54 MB

#347

openai

49.71

99.41

0.00

3.255

1.02

4,224.68 ms

49,033,170

956.22 MB

#348

liquid

lfm-2.5-1.2b-instruct:free

49.43

98.29

0.57

0.865

1.48

3,961.652 ms

153,028,682

288.32 MB

#349

meta-llama

llama-3.2-11b-vision-instruct

48.11

89.45

6.78

1.693

1.32

1,332.88 ms

69,602,499

1,484.41 MB

#350

meta-llama

llama-3.1-8b-instruct

34.45

60.04

8.86

3.030

1.15

3,823.8 ms

50,342,319

1,595.67 MB

#351

nvidia

nemotron-3-nano-omni-30b-a3b-reasoning:free

30.39

51.27

9.50

8.782

2.33

5,478.167 ms

105,344,275

957.80 MB

#352

google

3.71

0.00

7.42

1.609

1.83

3,631.083 ms

56,145,491

2,570.86 MB