Best LLM Leaderboard 2026 | AI Model Rankings, Benchmarks & Pricing

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Best LLMs — 2026 Rankings

The definitive ranking of every major LLM — open and closed source — compared across reasoning, coding, math, agentic, software engineering, and chat benchmarks.

Roshan Desai

Roshan Desai · Last updated: 2026-07-20

Best LLMs by Task — Benchmark Rankings

Which LLM is best for coding, reasoning, or agentic tasks? See how every model stacks up across key benchmarks — hover any bar for details.

Best Overall (MMLU)

General knowledge across 57 subjects (MMLU)

Best Multilingual

Multilingual Q&A across languages (MMMLU)

Best Visual Reasoning

Visual reasoning across disciplines (MMMU-Pro)

Hardest Exam

Expert-level multidisciplinary reasoning (Humanity's Last Exam)

LLM Benchmark Scores & Pricing

Complete benchmark results and pricing for every major LLM. Click any column header to sort and rank.

Claude Fable 5

Anthropic

1M

$10.00

$50.00

N/A

N/A

N/A

1507

95.0

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

85.0

N/A

80.0

84.3

Claude Opus 4.8

Anthropic

1M

$5.00

$25.00

N/A

93.6

N/A

1476

88.6

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

83.4

84.3

69.2

74.6

Claude Sonnet 5

Anthropic

1M

$2.00

$10.00

N/A

N/A

N/A

1486

85.2

N/A

N/A

N/A

N/A

N/A

N/A

N/A

43.2

N/A

N/A

N/A

81.2

84.7

63.2

80.4

DeepSeek R1

DeepSeek

671B

128K

$0.28

$0.42

84.0

71.5

83.3

1398

49.2

90.2

65.9

87.5

97.3

90.8

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

DeepSeek V3.2

DeepSeek

685B

130K

$0.28

$0.42

85.0

79.9

N/A

1423

67.8

N/A

74.1

89.3

N/A

88.5

N/A

N/A

N/A

39.6

N/A

N/A

N/A

N/A

N/A

N/A

DeepSeek-V4-Pro

DeepSeek

1.6T

1M

$0.43

$0.87

87.5

90.1

N/A

N/A

80.6

N/A

93.5

N/A

N/A

N/A

N/A

N/A

N/A

67.9

N/A

N/A

N/A

N/A

N/A

N/A

ERNIE 5.1

Baidu

128K

$0.59

$2.65

N/A

N/A

N/A

1468

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

Gemini 3.1 Pro

Google

N/A

1M

$2.00

$12.00

85.0

91.9

85.0

1492

78.0

93.0

81.3

100.0

94.0

91.8

91.8

81.0

45.8

56.2

31.1

85.3

N/A

59.2

N/A

N/A

Gemini 3.5 Flash

Google

1M

$1.50

$9.00

N/A

N/A

N/A

1486

N/A

N/A

N/A

N/A

N/A

N/A

N/A

83.6

40.2

N/A

72.1

N/A

78.4

N/A

N/A

76.2

GLM-5.2

Zhipu AI

753B

1M

$1.40

$4.40

N/A

91.2

N/A

1468

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

40.5

N/A

N/A

N/A

N/A

N/A

N/A

81.0

GPT-5.5

OpenAI

1M

$5.00

$30.00

88.1

93.6

92.1

1481

88.7

94.2

78.0

100.0

N/A

92.5

N/A

N/A

N/A

82.7

N/A

N/A

78.7

84.4

59.4

85.6

GPT-5.6 Luna

OpenAI

1M

$1.00

$6.00

N/A

92.3

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

83.3

62.7

84.7

GPT-5.6 Sol

OpenAI

1M

$5.00

$30.00

N/A

94.6

N/A

1486

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

47.2

N/A

N/A

N/A

N/A

90.4

64.6

88.8

GPT-5.6 Terra

OpenAI

1M

$2.50

$15.00

N/A

92.9

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

87.5

63.4

87.4

GPT-oss 120B

OpenAI

117B

128K

N/A

N/A

90.0

80.9

N/A

1355

62.4

88.3

60.0

97.9

N/A

90.0

N/A

N/A

N/A

18.7

N/A

N/A

N/A

N/A

N/A

N/A

Grok 3

xAI

N/A

131K

$3.00

$15.00

N/A

84.6

N/A

1412

49.0

94.5

79.4

93.3

N/A

N/A

N/A

N/A

N/A

52.0

N/A

N/A

N/A

N/A

N/A

N/A

Grok 4.5

xAI

500K

$2.00

$6.00

N/A

N/A

N/A

1485

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

64.7

83.3

Hunyuan Hy3

Tencent

295B

262K

N/A

N/A

N/A

90.4

N/A

1412

78.0

N/A

N/A

N/A

N/A

N/A

N/A

N/A

37.0

N/A

N/A

N/A

N/A

84.2

N/A

N/A

Kimi K2.6

Moonshot

1T

262K

$0.95

$4.00

N/A

90.5

N/A

N/A

80.2

N/A

89.6

N/A

N/A

N/A

N/A

79.4

N/A

66.7

N/A

N/A

73.1

83.2

N/A

N/A

Kimi K3

Moonshot

2.8T

1M

$3.00

$15.00

N/A

93.5

N/A

1486

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

90.4

N/A

88.3

Llama 4 Maverick

Meta

400B

1M

N/A

N/A

80.5

69.8

N/A

1328

N/A

62.0

43.4

N/A

N/A

85.5

84.6

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

MiMo-V2-Flash

Xiaomi

309B

262K

N/A

N/A

84.9

83.7

N/A

1393

73.4

84.8

80.6

94.1

N/A

86.7

N/A

N/A

N/A

38.5

N/A

N/A

N/A

N/A

N/A

N/A

MiMo-V2.5-Pro

Xiaomi

1.02T

1M

$0.43

$0.87

68.5

66.7

N/A

N/A

N/A

N/A

39.6

N/A

N/A

89.4

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

MiniMax M3

MiniMax

428B

1M

$0.30

$1.20

N/A

N/A

N/A

1445

80.5

N/A

N/A

N/A

N/A

N/A

N/A

78.1

N/A

N/A

N/A

N/A

N/A

83.5

59.0

N/A

Muse Spark 1.1

Meta

1M

$1.25

$4.25

N/A

N/A

N/A

1493

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

52.2

N/A

N/A

N/A

80.8

N/A

N/A

80.0

Nemotron 3 Ultra

Nvidia

550B

1M

N/A

N/A

86.8

87.0

81.7

N/A

70.7

N/A

89.0

N/A

N/A

N/A

N/A

N/A

26.7

N/A

N/A

70.9

N/A

44.4

N/A

56.4

Nemotron Ultra 253B

Nvidia

253B

128K

N/A

N/A

N/A

76.0

89.5

1348

N/A

N/A

66.3

72.5

97.0

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

Nova 2 Pro

Amazon

1M

N/A

N/A

81.6

81.4

80.2

N/A

70.0

N/A

74.6

92.3

N/A

N/A

N/A

63.5

N/A

N/A

N/A

78.5

N/A

N/A

N/A

N/A

Qwen 3.5

Qwen

397B

262K

N/A

N/A

87.8

88.4

92.6

1450

76.4

N/A

83.6

N/A

N/A

88.5

88.5

79.0

28.7

52.5

N/A

86.7

62.2

78.6

N/A

N/A

Qwen3.7-Max

Qwen

1M

$2.50

$7.50

N/A

N/A

N/A

1475

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

Step-3.5-Flash

Stepfun

196B

262K

$0.10

$0.30

85.8

N/A

N/A

1389

74.4

81.1

86.4

99.8

N/A

N/A

N/A

N/A

N/A

51.0

N/A

N/A

N/A

N/A

N/A

N/A

Step-3.7-Flash

Stepfun

198B

262K

$0.20

$1.15

N/A

N/A

N/A

N/A

76.5

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

75.8

N/A

N/A

Compare LLMs Head-to-Head

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