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Agentic Index Leaderboard | Genaihub

Task Planning & Knowledge Search

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

170

Publisher

Artificial Analysis

Snapshot

Fetched 2026-08-22T12:55:16.136Z

166 of 166 models

A.

A.X-K2

Ag

Agnes 2.5 Pro Alpha

Ce

Celeris-1

Claude 4 Sonnet

Claude 4.5 Haiku

Claude 4.5 Sonnet

Claude Fable 5 (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)

Claude Sonnet 5 (Non-reasoning)

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 Pro (high)

DeepSeek V4 Pro (max)

DeepSeek V4 Pro 0813 (max)

De

Devstral 2

De

Devstral Small 2

G9

G9v3-39A5B

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 3.7 Flash (low)

Gemini 3.7 Flash (medium)

Ge

Gemma 3 12B

Ge

Gemma 3 27B

Ge

Gemma 4 26B A4B

Ge

Gemma 4 31B

GLM-4.6

GLM-4.7

GLM-5.1

GLM-5.2

GLM-5.2 (max)

GLM-5.3 (max)

GPT-4.1 mini

GPT-4.1 nano

GPT-4o mini

GPT-5 (high)

GPT-5 mini (high)

GPT-5.1 (high)

GPT-5.4 (xhigh)

GPT-5.4 mini (xhigh)

GPT-5.4 nano (xhigh)

GPT-5.5 (high)

GPT-5.5 (low)

GPT-5.5 (medium)

GPT-5.5 (Non-reasoning)

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-oss-120b (high)

gpt-oss-120b (low)

gpt-oss-20b (high)

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)

Grok Build 0.1 0616

Hy

Hy3

Hy

HyperNova 60B 2605

In

Inkling

In

Inkling Small

K-

K-EXAONE 2.0

KA

KAT-Coder-Pro V2

Kimi K2.5

Kimi K2.6

Kimi K2.7 Code

Kimi K3 (low)

Kimi K3 (max)

LF

LFM2.5-2.6B

Li

Ling 2.6 Flash

Li

Ling 3.0 Flash

Li

Ling 3.0 Tiny

Llama 4 Maverick

Llama 4 Scout

Lo

LongCat 2.0

Ma

Magistral Medium 1.2

Ma

Magistral Small 1.2

Me

Mercury 2

MiMo-V2.5

MiMo-V2.5-Pro

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

Mo

Motif 3

Muse Glimmer (high)

Muse Spark 1.1 (xhigh)

Muse Spark 1.2 (xhigh)

Ne

Nemotron 3 Nano

Ne

Nemotron 3 Super

Ne

Nemotron 3 Ultra

Ne

Nemotron 3.5 Lightning

Ne

Nex-N2-Pro

No

North Mini Code

o3-mini (high)

Qwen3 14B

Qwen3 235B A22B 2507

Qwen3 30B A3B 2507

Qwen3 32B

Qwen3 8B

Qwen3 Coder Next

Qwen3 Next 80B A3B

Qwen3.5 122B A10B

Qwen3.5 35B A3B

Qwen3.5 397B A17B

Qwen3.5 9B

Qwen3.6 27B

Qwen3.6 35B A3B

Qwen3.6 Plus

Qwen3.7 Max

Qwen3.7 Plus

Qwen3.8 2.4T A95B

Qwen3.8 27B (low)

Qwen3.8 27B (medium)

Qwen3.8 27B (xhigh)

Qwen3.8 Max

Ri

Ring-2.6-1T

So

Solar Open2 250B

So

Solar Pro 3

So

Solar Pro 4

St

Step 3.7 Flash

Tr

Trinity Large Thinking

170 of 170 models

Higher is better

25

50

75

100

59

Claude Opus 5 (max)

59

GLM-5.3 (max)

59

Grok 4.6 (high)

58

Claude Opus 5 (xhigh)

58

Qwen3.8 Max

58

GPT-5.6 Sol (max)

57

Qwen3.8 2.4T A95B

57

Claude Fable 5 (with fallback)

57

Grok 4.6 (xhigh)

56

Grok 4.6 (medium)

56

Claude Opus 5 (high)

54

Kimi K3 (max)

54

GPT-5.6 Sol (xhigh)

51

Qwen3.8 27B (xhigh)

51

GPT-5.6 Sol (high)

50

Claude Opus 5 (medium)

50

GPT-5.6 Terra (max)

50

Qwen3.8 27B (medium)

50

Claude Sonnet 5 (max)

50

DeepSeek V4 Pro 0813 (max)

49

Claude Opus 4.8 (max)

49

Muse Spark 1.2 (xhigh)

49

Grok 4.5 (high)

48

DeepSeek V4 Flash 0731 (max)

48

GPT-5.6 Sol (medium)

48

Grok 4.6 (low)

47

GPT-5.5 (xhigh)

47

GPT-5.6 Luna (max)

46

GPT-5.6 Terra (xhigh)

46

Claude Opus 4.7 (max)

46

GPT-5.5 (high)

46

GLM-5.2 (max)

45

Gemini 3.7 Flash (high)

45

Gemini 3.7 Flash (medium)

44

GPT-5.6 Luna (xhigh)

44

GPT-5.4 (xhigh)

44

Qwen3.8 27B (low)

43

GPT-5.6 Terra (high)

42

Claude Opus 5 (low)

42

Claude Sonnet 4.6 (max)

42

Gemini 3.7 Flash (low)

42

GPT-5.6 Sol (low)

41

GPT-5.6 Luna (high)

41

Gemini 3.6 Flash

40

Muse Spark 1.1 (xhigh)

40

Gemini 3.5 Flash

40

Kimi K3 (low)

39

GPT-5.5 (medium)

39

GPT-5.6 Terra (medium)

38

DeepSeek V4 Pro (max)

38

Mo

Motif 3

36

MiniMax-M3

36

GPT-5.6 Sol (Non-reasoning)

35

DeepSeek V4 Pro (high)

35

GLM-5.2

34

Claude Sonnet 5 (Non-reasoning)

34

In

Inkling

34

DeepSeek V4 Flash (max)

34

So

Solar Pro 4

33

G9

G9v3-39A5B

32

In

Inkling Small

32

GPT-5.6 Luna (medium)

32

GPT-5.5 (low)

32

GPT-5.4 mini (xhigh)

31

GPT-5.6 Terra (low)

31

Hy

Hy3

31

Ne

Nex-N2-Pro

31

Kimi K2.6

31

Qwen3.7 Max

31

GLM-5.1

30

DeepSeek V4 Flash (high)

30

Kimi K2.7 Code

30

GPT-5.6 Terra (Non-reasoning)

30

GPT-5.4 nano (xhigh)

30

MiMo-V2.5-Pro

29

Li

Ling 3.0 Flash

29

Qwen3.6 Plus

29

Grok Build 0.1 0616

28

So

Solar Open2 250B

28

Qwen3.6 27B

27

Ne

Nemotron 3 Ultra

27

Gemini 3.5 Flash-Lite

27

GPT-5 (high)

26

Claude 4.5 Sonnet

26

GLM-4.7

26

GPT-5.5 (Non-reasoning)

26

MiniMax-M2.7

26

A.

A.X-K2

26

GPT-5.6 Luna (low)

25

Ag

Agnes 2.5 Pro Alpha

24

MiMo-V2.5

24

Grok 4.3 (high)

24

Qwen3.6 27B

23

Gemini 3.1 Pro Preview

23

Grok 4.3 (Non-reasoning)

23

Muse Glimmer (high)

22

GPT-5.6 Luna (Non-reasoning)

22

Lo

LongCat 2.0

22

St

Step 3.7 Flash

22

Kimi K2.5

22

GPT-5.1 (high)

22

Qwen3.6 35B A3B

21

Qwen3.5 122B A10B

21

Qwen3.7 Plus

20

Ri

Ring-2.6-1T

20

DeepSeek V3.1 Terminus

20

Qwen3.5 397B A17B

20

K-

K-EXAONE 2.0

20

GPT-5 mini (high)

19

Qwen3.6 35B A3B

19

Mi

Mistral Medium 3.5

19

GLM-4.6

18

Claude 4 Sonnet

16

Claude 4.5 Haiku

16

Qwen3.5 122B A10B

16

Li

Ling 3.0 Tiny

15

KA

KAT-Coder-Pro V2

14

Ge

Gemma 4 31B

14

Ne

Nemotron 3.5 Lightning

13

gpt-oss-120b (high)

12

Qwen3.5 35B A3B

11

Ge

Gemma 4 31B

11

GPT-5.5 Instant (June 2026)

11

Ge

Gemma 4 26B A4B

11

De

Devstral Small 2

11

De

Devstral 2

9

Me

Mercury 2

9

Co

Command A+

9

Qwen3 Coder Next

9

Ne

Nemotron 3 Super

7

Gemini 2.5 Pro

7

Qwen3.5 9B

7

Hy

HyperNova 60B 2605

7

Gemini 3.1 Flash-Lite

6

Mi

Mistral Medium 3.1

6

Mi

Mistral Large 3

5

Mi

Mistral Small 3.1

5

Mi

Mistral Small 4

4

Qwen3 235B A22B 2507

4

Tr

Trinity Large Thinking

3

No

North Mini Code

3

gpt-oss-20b (high)

3

DeepSeek R1 (Jan)

3

So

Solar Pro 3

2

Ce

Celeris-1

2

LF

LFM2.5-2.6B

2

Li

Ling 2.6 Flash

2

Mi

Ministral 3 14B

2

Mi

Mistral Small 3.2

2

Qwen3 Next 80B A3B

2

Ne

Nemotron 3 Nano

2

Qwen3 14B

2

Ma

Magistral Medium 1.2

2

Qwen3 30B A3B 2507

2

GPT-4.1 mini

2

Qwen3 32B

2

o3-mini (high)

2

DeepSeek V3 (Dec)

2

Mi

Ministral 3 3B

2

DeepSeek V3 0324

2

Qwen3 8B

2

Ma

Magistral Small 1.2

1

Llama 4 Maverick

1

Mi

Ministral 3 8B

1

GPT-4.1 nano

1

Llama 4 Scout

1

GPT-4o mini

1

gpt-oss-120b (low)

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.