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Artificial Analysis public leaderboard

Agentic Index

Artificial Analysis composite index for tool use, planning, autonomy, and complex agentic workflows.

Published source(opens in a new tab)

Metric

Index score

Results shown

151

Publisher

Artificial Analysis

Snapshot

Fetched 2026-09-08T22:57:37.545Z

151 of 151 models

Ag

Agnes 2.5 Pro Alpha

Ce

Celeris-1

Claude 4.5 Haiku

Claude 4.5 Sonnet

Claude Fable 5 (with fallback)

Claude Fable 5.1 (high with fallback)

Claude Fable 5.1 (low with fallback)

Claude Fable 5.1 (max with fallback)

Claude Fable 5.1 (medium with fallback)

Claude Fable 5.1 (xhigh with fallback)

Claude Opus 4.7 (max)

Claude Opus 4.8 (max)

Claude Opus 5 (high)

Claude Opus 5 (low)

Claude Opus 5 (max)

Claude Opus 5 (medium)

Claude Opus 5 (xhigh)

Claude Sonnet 4.6 (max)

Claude Sonnet 5 (max)

Co

Command A+

DeepSeek R1 (Jan)

DeepSeek V3 (Dec)

DeepSeek V3 0324

DeepSeek V3.1 Terminus

DeepSeek V4 Flash (high)

DeepSeek V4 Flash (max)

DeepSeek V4 Flash 0731 (max)

DeepSeek V4 Flash Vision (max)

DeepSeek V4 Pro (max)

DeepSeek V4 Pro 0813 (max)

De

Devstral 2

De

Devstral Small 2

Gemini 2.5 Pro

Gemini 3.1 Flash-Lite

Gemini 3.1 Pro Preview

Gemini 3.5 Flash

Gemini 3.5 Flash-Lite

Gemini 3.6 Flash

Gemini 3.7 Flash (high)

Gemini 3.8 Flash (high)

Gemini 3.8 Flash (low)

Gemini 3.8 Flash (medium)

Ge

Gemma 3 12B

Ge

Gemma 3 27B

Ge

Gemma 4 31B

GLM-5.1

GLM-5.2 (max)

GLM-5.3 (max)

GLM-5.3-Flash

GPT-5 mini (high)

GPT-5.4 mini (xhigh)

GPT-5.4 nano (xhigh)

GPT-5.5 (high)

GPT-5.5 (medium)

GPT-5.5 (xhigh)

GPT-5.5 Instant (June 2026)

GPT-5.6 Luna (high)

GPT-5.6 Luna (low)

GPT-5.6 Luna (max)

GPT-5.6 Luna (medium)

GPT-5.6 Luna (Non-reasoning)

GPT-5.6 Luna (xhigh)

GPT-5.6 Sol (high)

GPT-5.6 Sol (low)

GPT-5.6 Sol (max)

GPT-5.6 Sol (medium)

GPT-5.6 Sol (Non-reasoning)

GPT-5.6 Sol (xhigh)

GPT-5.6 Terra (high)

GPT-5.6 Terra (low)

GPT-5.6 Terra (max)

GPT-5.6 Terra (medium)

GPT-5.6 Terra (Non-reasoning)

GPT-5.6 Terra (xhigh)

GPT-6 Astra (high)

GPT-6 Astra (low)

GPT-6 Astra (max)

GPT-6 Astra (medium)

GPT-6 Astra (Non-reasoning)

GPT-6 Astra (xhigh)

gpt-oss-120b (high)

gpt-oss-20b (high)

Gr

Granite 4.2 3B

Gr

Granite 4.2 8B

Grok 4.3 (high)

Grok 4.3 (Non-reasoning)

Grok 4.5 (high)

Grok 4.6 (high)

Grok 4.6 (low)

Grok 4.6 (medium)

Grok 4.6 (xhigh)

Hy

Hy3

Hy

HyperNova 60B 2605 (high)

In

Inkling

In

Inkling Small

K2

K2 Horizon 375B A23B

Kimi K2.6

Kimi K2.7 Code

Kimi K3 (low)

Kimi K3 (max)

Li

Ling 3.0 Flash

Li

Ling 3.0 Tiny

Llama 4 Maverick

Llama 4 Scout

Lo

LongCat 2.0

Me

Mercury 2

MiMo-V2.5

MiMo-V2.5-Pro

Mi

MiniCPM5-2B

MiniMax-M2.7

MiniMax-M3

Mi

Ministral 3 14B

Mi

Ministral 3 3B

Mi

Ministral 3 8B

Mi

Mistral Large 3

Mi

Mistral Medium 3.1

Mi

Mistral Medium 3.5

Mi

Mistral Small 3.1

Mi

Mistral Small 3.2

Mi

Mistral Small 4

Muse Glimmer (high)

Muse Spark 1.1 (xhigh)

Muse Spark 1.2 (xhigh)

Muse Spark 1.3 (max)

Muse Spark 1.3 (xhigh)

Ne

Nemotron 3 Nano

Ne

Nemotron 3 Super

Ne

Nemotron 3 Ultra

Ne

Nemotron 3.5 Lightning

No

North Mini Code

o3-mini (high)

Qu

Quasar 438B (max)

Qwen3 14B

Qwen3 235B A22B 2507

Qwen3 30B A3B 2507

Qwen3 32B

Qwen3 8B

Qwen3 Coder Next

Qwen3.5 122B A10B

Qwen3.5 397B A17B

Qwen3.6 27B

Qwen3.6 35B A3B

Qwen3.7 Max

Qwen3.7 Plus

Qwen3.8 2.4T A95B

Qwen3.8 27B (low)

Qwen3.8 27B (xhigh)

Qwen3.8 Max

Ri

Ring-2.6-1T

So

Solar Pro 3

Tr

Trinity Large Thinking

151 of 151 models

Higher is better

25

50

75

100

58

Claude Fable 5.1 (max with fallback)

57

Claude Fable 5.1 (xhigh with fallback)

56

Claude Opus 5 (max)

56

Muse Spark 1.3 (max)

55

Claude Opus 5 (xhigh)

53

GLM-5.3 (max)

53

Grok 4.6 (high)

53

Claude Fable 5.1 (high with fallback)

53

Grok 4.6 (xhigh)

53

Claude Opus 5 (high)

52

Muse Spark 1.3 (xhigh)

51

GPT-6 Astra (max)

51

GLM-5.3-Flash

51

Grok 4.6 (medium)

51

Claude Fable 5 (with fallback)

51

Kimi K3 (max)

51

GPT-6 Astra (xhigh)

51

Claude Fable 5.1 (medium with fallback)

51

GPT-5.6 Sol (max)

50

Qwen3.8 2.4T A95B

50

Qwen3.8 Max

49

GPT-6 Astra (high)

48

DeepSeek V4 Flash Vision (max)

48

GPT-6 Astra (Non-reasoning)

48

GPT-5.6 Sol (xhigh)

48

Claude Fable 5.1 (low with fallback)

47

Claude Opus 5 (medium)

47

Qwen3.8 27B (xhigh)

46

GPT-6 Astra (medium)

45

GPT-5.6 Sol (high)

44

Claude Sonnet 5 (max)

44

Muse Spark 1.2 (xhigh)

44

GPT-5.6 Terra (max)

43

GPT-5.6 Luna (max)

43

Claude Opus 4.8 (max)

42

DeepSeek V4 Pro 0813 (max)

42

Grok 4.6 (low)

42

GPT-5.6 Terra (xhigh)

42

Grok 4.5 (high)

42

DeepSeek V4 Flash 0731 (max)

41

Gemini 3.8 Flash (high)

41

K2

K2 Horizon 375B A23B

41

GPT-5.6 Sol (medium)

40

Gemini 3.8 Flash (medium)

40

Qwen3.8 27B (low)

39

Claude Opus 4.7 (max)

39

GPT-6 Astra (low)

39

GPT-5.6 Luna (xhigh)

39

GLM-5.2 (max)

38

GPT-5.6 Terra (high)

37

Claude Opus 5 (low)

37

GPT-5.5 (xhigh)

36

Gemini 3.7 Flash (high)

36

GPT-5.6 Luna (high)

35

GPT-5.5 (high)

34

Gemini 3.8 Flash (low)

33

Claude Sonnet 4.6 (max)

33

Qu

Quasar 438B (max)

33

GPT-5.6 Sol (low)

31

GPT-5.6 Terra (medium)

31

MiniMax-M3

31

Kimi K3 (low)

31

GPT-5.5 (medium)

30

Gemini 3.6 Flash

29

Ag

Agnes 2.5 Pro Alpha

29

GPT-5.6 Sol (Non-reasoning)

28

DeepSeek V4 Flash (high)

28

DeepSeek V4 Pro (max)

28

Muse Spark 1.1 (xhigh)

27

GPT-5.6 Terra (low)

27

Gemini 3.5 Flash

26

Hy

Hy3

25

GPT-5.6 Luna (medium)

25

GLM-5.1

25

In

Inkling Small

25

GPT-5.6 Terra (Non-reasoning)

24

In

Inkling

24

Qwen3.7 Max

24

DeepSeek V4 Flash (max)

23

MiMo-V2.5-Pro

22

Kimi K2.7 Code

22

Kimi K2.6

22

Ne

Nemotron 3 Ultra

21

Li

Ling 3.0 Flash

20

Qwen3.6 27B

20

Qwen3.7 Plus

20

GPT-5.4 mini (xhigh)

19

GPT-5.5 Instant (June 2026)

18

GPT-5.6 Luna (low)

18

GPT-5.4 nano (xhigh)

18

Claude 4.5 Sonnet

17

MiMo-V2.5

17

Grok 4.3 (high)

17

MiniMax-M2.7

16

Gemini 3.5 Flash-Lite

16

Lo

LongCat 2.0

16

Grok 4.3 (Non-reasoning)

15

GPT-5.6 Luna (Non-reasoning)

15

Qwen3.6 35B A3B

13

Ri

Ring-2.6-1T

11

Qwen3.5 397B A17B

10

Muse Glimmer (high)

10

Claude 4.5 Haiku

10

Gemini 3.1 Pro Preview

10

Qwen3.5 122B A10B

9

Mi

Mistral Medium 3.5

9

Mi

MiniCPM5-2B

9

DeepSeek V3.1 Terminus

9

GPT-5 mini (high)

7

Li

Ling 3.0 Tiny

7

Ge

Gemma 4 31B

6

gpt-oss-120b (high)

6

Ne

Nemotron 3.5 Lightning

5

De

Devstral 2

5

De

Devstral Small 2

4

Ne

Nemotron 3 Super

4

Me

Mercury 2

4

Gr

Granite 4.2 8B

4

Qwen3 Coder Next

4

Co

Command A+

4

Gemini 2.5 Pro

3

Gemini 3.1 Flash-Lite

3

Mi

Mistral Medium 3.1

3

Hy

HyperNova 60B 2605 (high)

2

Mi

Mistral Large 3

2

Mi

Mistral Small 3.1

1

So

Solar Pro 3

1

Mi

Mistral Small 4

1

gpt-oss-20b (high)

1

Qwen3 235B A22B 2507

1

Tr

Trinity Large Thinking

1

Mi

Ministral 3 14B

1

DeepSeek R1 (Jan)

1

No

North Mini Code

1

Mi

Mistral Small 3.2

1

Ne

Nemotron 3 Nano

1

Gr

Granite 4.2 3B

1

Qwen3 14B

1

Qwen3 30B A3B 2507

1

Qwen3 32B

1

o3-mini (high)

1

DeepSeek V3 (Dec)

1

Mi

Ministral 3 3B

1

DeepSeek V3 0324

1

Qwen3 8B

1

Ce

Celeris-1

1

Llama 4 Maverick

1

Mi

Ministral 3 8B

1

Llama 4 Scout

0

Ge

Gemma 3 27B

0

Ge

Gemma 3 12B

List bars visualize relative performance. Plot bars use published 0–100 scores, shrink to a 1.5rem minimum, then scroll horizontally.

Scores are published snapshots and are only comparable within the same benchmark, version, metric, and evaluation configuration.

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