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Model results

AA Intelligence Index

Choose a shared evaluation protocol to compare model scores. Versions, sources and configurations stay separate.

Atlas snapshot captured 10/19/2026, 10:20:28 AM UTC. This is an import timestamp, not the evaluation date. Coverage may be incomplete.

Reviewed recommendation and limits

Start here for a general-purpose shortlist, then inspect the components matching your work. Use LiveBench V2 as a complementary suite-level check, especially for screenshot browser tasks and persistent app work.

Reviewed methodology v4.3.2 combines ten evaluations across Agents 30%, Coding 20%, General 30% and Scientific Reasoning 20%. Repetition and grading vary by component; preserve the version of each imported result. Imported groups below may use different protocols; this review does not certify each run. Publisher weights, private tasks and mixed graders shape the index. Inference budgets differ, and component uncertainty does not establish composite uncertainty. Primarily English and text-based results do not establish broad multimodal quality. Unversioned imports are not certified as v4.3.2.

Publisher results Intelligence Index methodology Intelligence Index v4.3 changes

AA Intelligence Index

Source
Artificial Analysis
Version
Not reported
Measurement date
Not reported
Metric
Unit not reported · Higher is better
Evaluation scope
Current public index; highest tested effort configuration; observed 2026-10-19; result date not supplied

Exact score ties share a position. Positions do not establish statistical significance. Missing metadata is shown as unreported; matching imported metadata is not independent verification of the protocol.

  1. #1Claude Opus 5.5

    anthropic/claude-opus-5-5

    57.6

    View modelEvidence independent

  2. #2Claude Sonnet 5.5

    anthropic/claude-sonnet-5-5

    56

    View modelEvidence independent

  3. #3Claude Fable 5.1

    anthropic/claude-fable-5-1

    53.4

    View modelEvidence independent

  4. #4GPT-6 Astra

    openai/gpt-6-astra-20260903

    52.7

    View modelEvidence independent

  5. #5Gemini 4 Argon

    google/gemini-4-argon-20261013

    52.6

    View modelEvidence independent

  6. #6Muse Wonder

    meta/muse-wonder-20261012

    52.4

    View modelEvidence independent

  7. #7GPT-6.1 Sol

    openai/gpt-6.1-sol-20260929

    51.8

    View modelEvidence independent

  8. #8Claude Opus 5

    anthropic/claude-opus-5

    50.8

    View modelEvidence independent

  9. #9Claude Fable 5

    anthropic/claude-fable-5

    49.6

    View modelEvidence independent

  10. #10Muse Spark 1.3

    meta/muse-spark-1.3-20260902

    48.1

    View modelEvidence independent

  11. #11GPT-6 Sol

    openai/gpt-6-sol-20260922

    47.6

    View modelEvidence independent

  12. #12GPT-5.6 Sol

    openai/gpt-5.6-sol-20260709

    47

    View modelEvidence independent

  13. #13Grok 4.7

    x-ai/grok-4.7-20260916

    46.4

    View modelEvidence independent

  14. #14MiMo-V2.6-Pro

    xiaomi/mimo-v2.6-pro-20260921

    46.3

    View modelEvidence independent

  15. #15Qwen3.8 Max (0902)

    qwen/qwen3.8-max-20260902

    45.4

    View modelEvidence independent

  16. #16DeepSeek V4.1 Flash 1017

    deepseek/deepseek-v4.1-flash-20261017

    45.1

    View modelEvidence independent

  17. #17GLM 5.3

    z-ai/glm-5.3-20260816

    44.8

    View modelEvidence independent

  18. #18Grok 4.6

    x-ai/grok-4.6-20260810

    44.3

    View modelEvidence independent

  19. #19Step 5 Preview

    stepfun/step-5-preview-20261008

    43.7

    View modelEvidence independent

  20. #20Kimi K3

    moonshotai/kimi-k3-20260715

    43.6

    View modelEvidence independent

  21. #21Claude Haiku 5.5

    anthropic/claude-haiku-5-5

    43.4

    View modelEvidence independent

  22. #22GPT-5.6 Terra

    openai/gpt-5.6-terra-20260709

    42.1

    View modelEvidence independent

  23. #23GLM 5.3 Flash

    z-ai/glm-5.3-flash-20260826

    41.8

    View modelEvidence independent

  24. #24Gemini 3.8 Flash

    google/gemini-3.8-flash-20260902

    40.9

    View modelEvidence independent

  25. #25Muse Spark 1.2

    meta/muse-spark-1.2-20260805

    39.6

    View modelEvidence independent

  26. #26DeepSeek V4.1 Flash

    deepseek/deepseek-v4.1-flash-20260910

    39.5

    View modelEvidence independent

  27. #27Gemini 3.7 Flash

    google/gemini-3.7-flash-20260813

    39.1

    View modelEvidence independent

  28. #28Muse Spark Open

    meta/muse-spark-open-20261015

    38.9

    View modelEvidence independent

  29. #29Mistral Large 4

    mistralai/mistral-large-4-0-20261006

    38.4

    View modelEvidence independent

  30. #30GPT-6 Luna

    openai/gpt-6-luna-20260922

    38.1

    View modelEvidence independent

  31. #31GPT-5.6 Luna

    openai/gpt-5.6-luna-20260709

    37.3

    View modelEvidence independent

  32. #32DeepSeek V4 Pro 0813

    deepseek/deepseek-v4-pro-20260813

    36

    View modelEvidence independent

  33. #33Qwen3.8 27B

    qwen/qwen3.8-27b-20260814

    33.7

    View modelEvidence independent

  34. #34MiniMax M3

    minimax/minimax-m3-20260531

    29.2

    View modelEvidence independent

  35. #35Nemotron 3.5 Super VL

    nvidia/nemotron-3.5-super-vl-20261015

    26.5

    View modelEvidence independent

  36. #36MiMo-V2.5-Pro

    xiaomi/mimo-v2.5-pro-20260422

    26

    View modelEvidence independent

  37. #37Hy3

    tencent/hy3-20260706

    25.3

    View modelEvidence independent

  38. #37Hy3 preview

    tencent/hy3-preview-20260421

    25.3

    View modelEvidence independent

  39. #39Inkling

    thinkingmachines/inkling-20260715

    25

    View modelEvidence independent

  40. #40Nemotron 3 Ultra

    nvidia/nemotron-3-ultra-550b-a55b-20260604

    22.9

    View modelEvidence independent

  41. #41Gemini 3.5 Flash Lite

    google/gemini-3.5-flash-lite-20260721

    22.2

    View modelEvidence independent

  42. #42MiMo-V2.5

    xiaomi/mimo-v2.5-20260422

    21.8

    View modelEvidence independent

  43. #43MiMo-V2-Flash

    xiaomi/mimo-v2-flash

    16

    View modelEvidence independent

  44. #44Mistral Medium 3

    mistralai/mistral-medium-3

    14.2

    View modelEvidence independent

  45. #44Mistral Medium 3.1

    mistralai/mistral-medium-3.1

    14.2

    View modelEvidence independent

  46. #44Mistral Medium 3.5

    mistralai/mistral-medium-3.5-20260430

    14.2

    View modelEvidence independent

  47. #47Command A

    cohere/command-a-03-2025

    13.1

    View modelEvidence independent

  48. #47Command A+

    cohere/command-a-plus-05-2026

    13.1

    View modelEvidence independent

  49. #49Nemotron 3.5 Lightning

    nvidia/nemotron-3.5-lightning-20260807

    12.9

    View modelEvidence independent

  50. #50gpt-oss-120b

    openai/gpt-oss-120b

    11.6

    View modelEvidence independent

  51. #51Phi 4

    microsoft/phi-4

    5.9

    View modelEvidence independent
AA Intelligence Index model results | VibeLeaderboard