Benchmark Almanac

Artificial Analysis Intelligence Index v4.3

Muse Wonder Full 56.0 leads since Oct 2026 In use

Version 4.3 of Artificial Analysis's index, eleven weighted parts led by knowledge work, office tasks and Terminal-Bench 4.0.

Released 7 September 2026 and in use until 27 October 2026, with 4.3.1 (new pairwise judge panels) and 4.3.2 (Crowd-BT Elo fitting for GDPval-AA v2.1 and AA-Briefcase v1.1). Weights: GDPval-AA v2 10%, AA-Briefcase 15%, AutomationBench-AA 5%, Terminal-Bench 4.0 10%, SciCode 10%, AA-LCR 5%, AA-Omniscience accuracy 10% and non-hallucination 5%, Humanity's Last Exam 10%, GDP.pdf 10%, CritPt 10%.

Made by Artificial Analysis Released Sep 2026 Composite indices Last in a launch post Oct 2026 Last model added Oct 2026
Scored
Checked automatically A program checks the result against an answer key, unit tests or the expected final state.
Answers
Agent task Many steps in a terminal, browser, desktop, app, game or robot.
4
Models scored in lab cards
4
Launch posts list it, from 2 labs
2
System cards report it, from 1 lab

Muse Wonder Full leads with 56.0

Best score per model as labs report them in their own cards. Labs pick their own settings, so these compare less cleanly than independent runs.

  1. 1 Muse Wonder Full 56.0
  2. 2 Muse Wonder 52.0
  3. 3 Muse Spark Open 39.0
  4. 4 Solar Mini 4 24.1
#ModelScoreSettingDateSource
1 Muse Wonder Full 56.0 Oct 2026 Model card
2 Muse Wonder 52.0 Oct 2026 Model card
3 Muse Spark Open 39.0 Oct 2026 Model card
4 Solar Mini 4 24.1 Oct 2026 Model card

2 models have held number one since its release in Sep 2026

Lab claims count from the day the card came out, independent runs from the model’s release.

Upstage Meta
Lab claims 2 leaders

Scores over time

All the scores we have, one dot each, so a model tested at several settings appears more than once.

Reported by the lab in its model card
20 30 40 50 60 20 30 40 50 60

2 labs put it in a launch post in the last six months

Launch posts from every lab that has listed it, one tick per post. Tall colored ticks include it, and short gray ones leave it out.

Upstage
Meta
DateLaunch postScoreAs the post writes it
15 Oct 2026 Muse Spark Open 39 Artificial Analysis Intelligence Index
12 Oct 2026 Muse Wonder 52 Artificial Analysis Index
12 Oct 2026 Muse Wonder Full 56 Artificial Analysis Index
1 Oct 2026 Solar Mini 4 24.1 Artificial Analysis Intelligence Index v4.3.2

2 system cards report it, from 1 lab

Besides launch posts, we read the system cards, model cards and technical reports labs publish with a release. They report far more, including safety and frontier-risk tests.

DateDocumentScoreAs the document writes itSection
12 Oct 2026 Muse Wonder model card 52 Artificial Analysis Index (AA Intelligence Index v4.3 in the methodology text), Muse Wonder (max) (capabilities table image, page 3) Capabilities
12 Oct 2026 Muse Wonder Full model card 56 Artificial Analysis Index (AA Intelligence Index v4.3 in the methodology text), Muse Wonder Full (max) (capabilities table image, page 3) Capabilities

Versions

More in Other

All 41 in Other
  • Personal Superintelligence Index (Meta) In use Meta's composite of seven personal and knowledge-work evals: Agents' Last Exam, AutomationBench-AA, FocusBench, JobBench, GDP.pdf, VBT and DRACO.
  • Anthropic ECI (AECI) Only in system cards Index that combines a basket of capability benchmarks into one capability score to track trends across Anthropic models. Claude Opus 5.5 169.4
  • Qwen in-house English automatic evaluation Only in system cards Models answer Qwen in-house English datasets on knowledge, comprehension, coding, math and related skills. Skills and weights change between reports. Qwen2-72B 72.9%
  • Recognition of model-written user turns (Anthropic) Only in system cards Models write synthetic user turns for real Claude Code transcripts, then judge which version is real. Score is accuracy above chance. Claude Mythos Preview 0.35
  • LiveBench Dropped Models answer monthly refreshed questions across math, coding, reasoning, language, instruction following, and data analysis. Scored automatically against objective ground truth. Claude Fable 5.1 85.7%
  • PhiBench Dropped Models answer original prompts that Microsoft's Phi team wrote to test a wide range of skills and reasoning. Phi-4-Reasoning-plus 74.2%