AI model rankings

Discover tools and use the data to compare them.

Dated, sourced editions

MODELS TOP 20

Compare models by the capability you care about.

Understand this edition's data

This edition ranks models that have an admissible Arena evaluation, an admissible Artificial Analysis index, or both. A missing evaluation is not estimated and is not scored as 100. Two models at 100 may each be the best result of a different test. This score is not the corroborated v3 profile.

Latest included observation
Frozen calculation
Publication

Calculation version : models-quality-observed

20 entries shown in MODELS TOP 20.

  1. 01-

    Claude Opus 5.5 (Max, Default Fallback)

    Claude Opus 5.5 (Max, Default Fallback)

    100,0/100SANDBOX SCORE

    Introduction

    Models

    Claude Opus 5.5 (Max, Default Fallback)

    Data

    SANDBOX score: 100,0 out of 100.

    30 DAYS MOMENTUM

    W41-11.10#112.10#119.10 00h#1

    3 editions in the Top 20 · best rank #1

    Open profile ↗
    Measurements, score components and sources
    Artificial Analysis Intelligence Index
    57,6
    Artificial Analysis via OpenRouter ↗

    Score components

    Observed evaluations
    100,0/100
  2. 02-

    Claude Sonnet 5.5 (Max, Default Fallback)

    Claude Sonnet 5.5 (Max, Default Fallback)

    99,7/100SANDBOX SCORE

    Introduction

    Models

    Claude Sonnet 5.5 (Max, Default Fallback)

    Data

    SANDBOX score: 99,7 out of 100.

    30 DAYS MOMENTUM

    W41-11.10#312.10#319.10 00h#2

    3 editions in the Top 20 · best rank #2

    Open profile ↗
    Measurements, score components and sources
    Artificial Analysis Intelligence Index
    56
    Artificial Analysis via OpenRouter ↗

    Score components

    Observed evaluations
    99,7/100
  3. 03-

    Claude Fable 5.1 (Max, Default Fallback)

    Claude Fable 5.1 (Max, Default Fallback)

    99,2/100SANDBOX SCORE

    Introduction

    Models

    Claude Fable 5.1 (Max, Default Fallback)

    Data

    SANDBOX score: 99,2 out of 100.

    30 DAYS MOMENTUM

    W41-11.10#412.10#419.10 00h#3

    3 editions in the Top 20 · best rank #3

    Open profile ↗
    Measurements, score components and sources
    Artificial Analysis Intelligence Index
    53,4
    Artificial Analysis via OpenRouter ↗

    Score components

    Observed evaluations
    99,2/100
  4. 04-

    Qwen3.8 Max

    Qwen3.8 Max

    99,2/100SANDBOX SCORE

    Introduction

    Models

    Qwen3.8 Max

    Data

    SANDBOX score: 99,2 out of 100.

    30 DAYS MOMENTUM

    W41-11.10#512.10#519.10 00h#4

    3 editions in the Top 20 · best rank #4

    Open profile ↗
    Measurements, score components and sources
    Artificial Analysis Intelligence Index
    53,4
    Artificial Analysis via OpenRouter ↗

    Score components

    Observed evaluations
    99,2/100
  5. 05-

    Gemini 4 Argon (High)

    Gemini 4 Argon (High)

    99,1/100SANDBOX SCORE
    -

    Introduction

    Models

    Gemini 4 Argon (High)

    Data

    SANDBOX score: 99,1 out of 100.

    30 DAYS MOMENTUM

    History is being collected
    W41-11.10-12.10-19.10 00h#5

    1 editions in the Top 20 · best rank #5

    Open profile ↗
    Measurements, score components and sources
    Elo Arena (texte)
    1 523,9
    Arena ↗
    Disagreement between families
    0,8
    Calculated from collected measurements
    Artificial Analysis Intelligence Index
    52,6
    Artificial Analysis via OpenRouter ↗

    Score components

    Observed evaluations
    99,1/100
  6. 06-

    Muse Wonder (Max)

    Muse Wonder (Max)

    98,9/100SANDBOX SCORE
    -

    Introduction

    Models

    Muse Wonder (Max)

    Data

    SANDBOX score: 98,9 out of 100.

    30 DAYS MOMENTUM

    History is being collected
    W41-11.10-12.10-19.10 00h#6

    1 editions in the Top 20 · best rank #6

    Open profile ↗
    Measurements, score components and sources
    Elo Arena (texte)
    1 508,9
    Arena ↗

    Score components

    Observed evaluations
    98,9/100
  7. 07-

    GPT-6 Astra (Max)

    GPT-6 Astra (Max)

    98,8/100SANDBOX SCORE

    Introduction

    Models

    GPT-6 Astra (Max)

    Data

    SANDBOX score: 98,8 out of 100.

    30 DAYS MOMENTUM

    W41-11.10#712.10#719.10 00h#7

    3 editions in the Top 20 · best rank #7

    Open profile ↗
    Measurements, score components and sources
    Artificial Analysis Intelligence Index
    52,7
    Artificial Analysis via OpenRouter ↗

    Score components

    Observed evaluations
    98,8/100
  8. 08-

    GPT-6.1 Sol (Max)

    GPT-6.1 Sol (Max)

    98,2/100SANDBOX SCORE

    Introduction

    Models

    GPT-6.1 Sol (Max)

    Data

    SANDBOX score: 98,2 out of 100.

    30 DAYS MOMENTUM

    W41-11.10#812.10#819.10 00h#8

    3 editions in the Top 20 · best rank #8

    Open profile ↗
    Measurements, score components and sources
    Artificial Analysis Intelligence Index
    51,8
    Artificial Analysis via OpenRouter ↗

    Score components

    Observed evaluations
    98,2/100
  9. 09-

    Claude Opus 5.5 (High)

    Claude Opus 5.5 (High)

    97,8/100SANDBOX SCORE
    -

    Introduction

    Models

    Claude Opus 5.5 (High)

    Data

    SANDBOX score: 97,8 out of 100.

    30 DAYS MOMENTUM

    History is being collected
    W41-11.10-12.10-19.10 00h#9

    1 editions in the Top 20 · best rank #9

    Open profile ↗
    Measurements, score components and sources
    Elo Arena (texte)
    1 508,2
    Arena ↗

    Score components

    Observed evaluations
    97,8/100
  10. 10-

    Claude Fable 5 (Max, Opus 4.8 Fallback)

    Claude Fable 5 (Max, Opus 4.8 Fallback)

    97,6/100SANDBOX SCORE

    Introduction

    Models

    Claude Fable 5 (Max, Opus 4.8 Fallback)

    Data

    SANDBOX score: 97,6 out of 100.

    30 DAYS MOMENTUM

    W41-11.10#1112.10#1119.10 00h#10

    3 editions in the Top 20 · best rank #10

    Open profile ↗
    Measurements, score components and sources
    Artificial Analysis Intelligence Index
    49,6
    Artificial Analysis via OpenRouter ↗

    Score components

    Observed evaluations
    97,6/100
  11. 11-

    Muse Spark 1.3 (Max)

    Muse Spark 1.3 (Max)

    97,3/100SANDBOX SCORE

    Introduction

    Models

    Muse Spark 1.3 (Max)

    Data

    SANDBOX score: 97,3 out of 100.

    30 DAYS MOMENTUM

    W41-11.10#1212.10#1219.10 00h#11

    3 editions in the Top 20 · best rank #11

    Open profile ↗
    Measurements, score components and sources
    Artificial Analysis Intelligence Index
    48,1
    Artificial Analysis via OpenRouter ↗

    Score components

    Observed evaluations
    97,3/100
  12. 12-

    GPT-6 Sol (Max)

    GPT-6 Sol (Max)

    97,0/100SANDBOX SCORE

    Introduction

    Models

    GPT-6 Sol (Max)

    Data

    SANDBOX score: 97,0 out of 100.

    30 DAYS MOMENTUM

    W41-11.10#1312.10#1319.10 00h#12

    3 editions in the Top 20 · best rank #12

    Open profile ↗
    Measurements, score components and sources
    Artificial Analysis Intelligence Index
    47,6
    Artificial Analysis via OpenRouter ↗

    Score components

    Observed evaluations
    97,0/100
  13. 13-

    GPT-5.6 Sol (Max)

    GPT-5.6 Sol (Max)

    96,7/100SANDBOX SCORE

    Introduction

    Models

    GPT-5.6 Sol (Max)

    Data

    SANDBOX score: 96,7 out of 100.

    30 DAYS MOMENTUM

    W41-11.10#1412.10#1419.10 00h#13

    3 editions in the Top 20 · best rank #13

    Open profile ↗
    Measurements, score components and sources
    Artificial Analysis Intelligence Index
    47
    Artificial Analysis via OpenRouter ↗

    Score components

    Observed evaluations
    96,7/100
  14. 14-

    Claude Fable 5 (High)

    Claude Fable 5 (High)

    96,7/100SANDBOX SCORE
    -

    Introduction

    Models

    Claude Fable 5 (High)

    Data

    SANDBOX score: 96,7 out of 100.

    30 DAYS MOMENTUM

    History is being collected
    W41-11.10-12.10-19.10 00h#14

    1 editions in the Top 20 · best rank #14

    Open profile ↗
    Measurements, score components and sources
    Elo Arena (texte)
    1 503,6
    Arena ↗

    Score components

    Observed evaluations
    96,7/100
  15. 15-

    Grok 4.7 (Xhigh)

    Grok 4.7 (Xhigh)

    96,4/100SANDBOX SCORE

    Introduction

    Models

    Grok 4.7 (Xhigh)

    Data

    SANDBOX score: 96,4 out of 100.

    30 DAYS MOMENTUM

    W41-11.10#1612.10#1619.10 00h#15

    3 editions in the Top 20 · best rank #15

    Open profile ↗
    Measurements, score components and sources
    Artificial Analysis Intelligence Index
    46,4
    Artificial Analysis via OpenRouter ↗

    Score components

    Observed evaluations
    96,4/100
  16. 16-

    MiMo-V2.6-Pro

    MiMo-V2.6-Pro

    96,1/100SANDBOX SCORE

    Introduction

    Models

    MiMo-V2.6-Pro

    Data

    SANDBOX score: 96,1 out of 100.

    30 DAYS MOMENTUM

    W41-11.10#1712.10#1719.10 00h#16

    3 editions in the Top 20 · best rank #16

    Open profile ↗
    Measurements, score components and sources
    Artificial Analysis Intelligence Index
    46,3
    Artificial Analysis via OpenRouter ↗

    Score components

    Observed evaluations
    96,1/100
  17. 17-

    GLM-5.3 (Max)

    GLM-5.3 (Max)

    95,8/100SANDBOX SCORE

    Introduction

    Models

    GLM-5.3 (Max)

    Data

    SANDBOX score: 95,8 out of 100.

    30 DAYS MOMENTUM

    W41-11.10#2012.10#2019.10 00h#17

    3 editions in the Top 20 · best rank #17

    Open profile ↗
    Measurements, score components and sources
    Artificial Analysis Intelligence Index
    44,8
    Artificial Analysis via OpenRouter ↗

    Score components

    Observed evaluations
    95,8/100
  18. 18-

    Claude Opus 4.6 (High)

    Claude Opus 4.6 (High)

    95,6/100SANDBOX SCORE
    -

    Introduction

    Models

    Claude Opus 4.6 (High)

    Data

    SANDBOX score: 95,6 out of 100.

    30 DAYS MOMENTUM

    History is being collected
    W41-11.10-12.10-19.10 00h#18

    1 editions in the Top 20 · best rank #18

    Open profile ↗
    Measurements, score components and sources
    Elo Arena (texte)
    1 503,1
    Arena ↗

    Score components

    Observed evaluations
    95,6/100
  19. 19-

    Claude Haiku 5.5 (Max)

    Claude Haiku 5.5 (Max)

    94,9/100SANDBOX SCORE
    -

    Introduction

    Models

    Claude Haiku 5.5 (Max)

    Data

    SANDBOX score: 94,9 out of 100.

    30 DAYS MOMENTUM

    History is being collected
    W41-11.10-12.10-19.10 00h#19

    1 editions in the Top 20 · best rank #19

    Open profile ↗
    Measurements, score components and sources
    Artificial Analysis Intelligence Index
    43,4
    Artificial Analysis via OpenRouter ↗

    Score components

    Observed evaluations
    94,9/100
  20. 20-

    GPT-5.6 Terra (Max)

    GPT-5.6 Terra (Max)

    94,6/100SANDBOX SCORE
    -

    Introduction

    Models

    GPT-5.6 Terra (Max)

    Data

    SANDBOX score: 94,6 out of 100.

    30 DAYS MOMENTUM

    History is being collected
    W41-11.10-12.10-19.10 00h#20

    1 editions in the Top 20 · best rank #20

    Open profile ↗
    Measurements, score components and sources
    Artificial Analysis Intelligence Index
    42,1
    Artificial Analysis via OpenRouter ↗

    Score components

    Observed evaluations
    94,6/100