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Best LLMs — 2026 Rankings

LLM Leaderboard

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: 2026-10-13

Open Source LLM Leaderboard

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Self-Hosted LLM Leaderboard

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Best LLM for Coding

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S

Claude Opus 5.5

Muse Wonder Full

GPT-6.1 Sol

GPT-6 Astra

Gemini 4 Argon

Claude Fable 5

GPT-5.6 Sol

Kimi K3

2.8T

A

Claude Sonnet 5.5

Claude Fable 5.1

Muse Wonder

Grok 4.6

Grok 4.7

GLM-5.3

753B

DeepSeek-V4.1-Flash

552B

Qwen3.8-2.4T-A95B

2.4T

MiMo-V2.6-Pro

1.02T

Mistral Large 4

1.05T

Claude Opus 4.8

GLM-5.2

753B

Claude Sonnet 5

DeepSeek-V4-Pro

1.6T

Kimi K2.6

1T

MiniMax M3

428B

Hunyuan Hy3

295B

DeepSeek V3.2

685B

B

Gemini 3.5 Flash

Muse Spark 1.3

Claude Haiku 5.5

GLM-5.3-Flash

321B

Qwen3.8-27B

27B

Grok 4.5

GPT-5.6 Terra

Qwen3.7-Max

ERNIE 5.1

Nova 2 Pro

Step-3.7-Flash

198B

Nemotron 3 Ultra

550B

Gemini 3.1 Pro

N/A

Qwen 3.5

397B

DeepSeek R1

671B

Step-3.5-Flash

196B

MiMo-V2-Flash

309B

C

MiMo-V2.5-Pro

1.02T

GPT-5.6 Luna

GPT-oss 120B

117B

Nemotron Ultra 253B

253B

D

Llama 4 Maverick

400B

EnterpriseRAG-Bench · 500K+ docs · 9 enterprise sources · MIT
See how your RAG solution stacks up on real company data
See how we did it

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.

Smartest Overall

Independent composite intelligence score (Artificial Analysis Intelligence Index)

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.

Filter:

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

N/A

N/A

N/A

Claude Fable 5.1

Anthropic

1M

$10.00

$50.00

92.4

93.4

N/A

N/A

N/A

N/A

90.5

N/A

N/A

N/A

N/A

90.6

60.9

N/A

N/A

N/A

77.9

N/A

81.2

85.0

67.4

N/A

53.0

Claude Haiku 5.5

Anthropic

1M

$0.10

$0.50

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

N/A

N/A

N/A

N/A

N/A

N/A

N/A

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

N/A

N/A

N/A

Claude Opus 5.5

Anthropic

1M

$4.00

$20.00

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

67.7

N/A

93.3

N/A

81.8

N/A

89.9

87.6

74.2

66.4

57.6

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

N/A

N/A

N/A

Claude Sonnet 5.5

Anthropic

1M

$2.00

$10.00

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

80.1

N/A

81.3

83.2

N/A

70.6

56.0

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

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

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

N/A

N/A

N/A

DeepSeek-V4.1-Flash

DeepSeek

552B

1M

N/A

N/A

N/A

90.9

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

36.8

30.0

N/A

N/A

N/A

N/A

N/A

90.6

74.2

31.2

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

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

N/A

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

N/A

N/A

N/A

Gemini 4 Argon

Google

1M

$2.00

$10.00

N/A

N/A

N/A

1525

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

77.9

57.4

53.0

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

N/A

N/A

N/A

GLM-5.3

Z.ai

753B

1M

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

62.5

28.3

N/A

N/A

N/A

N/A

N/A

88.2

66.9

N/A

N/A

GLM-5.3-Flash

Z.ai

321B

1M

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

N/A

N/A

N/A

N/A

N/A

84.3

N/A

N/A

N/A

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

N/A

N/A

N/A

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

N/A

N/A

N/A

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

N/A

N/A

N/A

GPT-6 Astra

OpenAI

1M

$10.00

$50.00

N/A

96.0

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

86.9

54.7

N/A

95.0

N/A

72.6

91.5

N/A

87.3

74.1

57.9

53.0

GPT-6.1 Sol

OpenAI

1M

$2.00

$10.00

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

86.0

52.9

N/A

94.2

N/A

N/A

N/A

N/A

N/A

75.2

N/A

51.8

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

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

N/A

N/A

N/A

Grok 4.6

xAI

500K

$2.00

$6.00

89.4

94.7

N/A

N/A

95.6

N/A

88.2

N/A

N/A

N/A

N/A

N/A

42.9

N/A

67.1

N/A

N/A

N/A

N/A

78.3

N/A

N/A

44.0

Grok 4.7

xAI

500K

$2.00

$6.00

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

N/A

N/A

N/A

N/A

71.0

37.6

46.4

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

N/A

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

N/A

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

N/A

N/A

N/A

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

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

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

N/A

N/A

N/A

MiMo-V2.6-Pro

Xiaomi

1.02T

1M

$0.43

$0.87

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

N/A

N/A

N/A

N/A

72.6

N/A

46.0

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

N/A

N/A

N/A

Mistral Large 4

Mistral

1.05T

1M

$1.36

$4.18

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

N/A

N/A

N/A

N/A

N/A

N/A

N/A

Muse Glimmer 30B

Meta

30B

131K

N/A

N/A

N/A

83.5

N/A

N/A

76.0

N/A

N/A

N/A

N/A

N/A

N/A

74.0

22.0

N/A

N/A

N/A

65.9

N/A

N/A

51.7

N/A

N/A

N/A

Muse Spark 1.3

Meta

1M

$1.25

$4.25

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

66.9

N/A

N/A

88.8

75.4

N/A

N/A

Muse Wonder

Meta

1M

$4.00

$20.00

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

72.6

N/A

N/A

N/A

78.8

52.0

52.0

Muse Wonder Full

Meta

1M

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

N/A

N/A

78.4

N/A

N/A

N/A

79.0

57.1

59.0

Nemotron 3 Ultra

Nvidia

550B

1M

N/A

N/A

86.8

87.0

81.7

N/A

71.9

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

N/A

N/A

N/A

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

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

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

N/A

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

N/A

N/A

N/A

Qwen3.8-2.4T-A95B

Qwen

2.4T

262K

N/A

N/A

N/A

92.6

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

N/A

43.6

N/A

N/A

N/A

N/A

N/A

67.7

86.6

56.6

N/A

N/A

Qwen3.8-27B

Qwen

27B

262K

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

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

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

N/A

N/A

N/A

Compare LLMs Head-to-Head

Select two models to see how they stack up across all benchmarks.

Model A

Model B

Claude Opus 5.5

GPT-6.1 Sol

HLE

67.7

vs

52.9

ARC-AGI-2

93.3

vs

94.2

DeepSWE v1.1

74.2

vs

75.2

AA Intelligence Index

57.6

vs

51.8

Benchmarks won

2

vs

2

Try These Models in Onyx

Onyx is the open-source AI platform that lets you connect any of these LLMs to your team's docs, apps, and people.

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