Benchmark Almanac

Harvey LAB-AA v1.1

Muse Wonder Full 13.1% leads since October 2026
In use

Artificial Analysis's run of Harvey's Legal Agent Benchmark on Harvey's newer private set of 120 tasks across 24 practice areas. A deliverable with a material hallucination scores zero, and the headline is the share of judges who find every rubric criterion passed.

Artificial Analysis says scores do not compare with version 1.0, whose headline was the criterion pass rate. The setup also differs from Harvey's own runs on the Harvey LAB record.

Released
October 2026
Kind
Law
Level
Expert
Scored
Graded by a model
Answers
Open-ended
Tasks
Kept private
Strongest model tested
Claude Fable 5.2 #1 on the capability index
Last in a launch post
October 2026
Last model added
November 2026
3
Models scored in lab cards
2
Launch posts list it, from 1 lab
3
System cards report it, from 2 labs

Muse Wonder Full leads with 13.1%

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 13.1%
  2. 2 Muse Wonder 10%
  3. 3 Claude Fable 5.2 7.20%

Source: Labs’ model cards

#ModelScoreSettingDateSource
1 Muse Wonder Full 13.1% Oct 2026 Lab model card
2 Muse Wonder 10% Oct 2026 Lab model card
3 Claude Fable 5.2 7.20% Nov 2026 Lab model card

Number one over time

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

Meta
Lab claims 1 leader

Source: Labs’ model cards

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
0% 20% 40% 60% 80% 100% 2027 Near the ceiling (85%) Muse Wonder Full 0% 20% 40% 60% 80% 100% 2027 Near the ceiling (85%) Muse Wonder Full

Source: Labs’ model cards

One lab 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.

Meta
DateLaunch postScoreAs the post writes it
Oct 12, 2026 Muse Wonder 10 Harvey LAB-AA
Oct 12, 2026 Muse Wonder Full 13.1 Harvey LAB-AA

3 system cards report it, from 2 labs

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
Nov 9, 2026 Claude Fable 5.2 system card 7.2 Harvey LAB-AA v1.1, hallucination-gated all-pass rate, max effort, updated private set, three judges. All-pass before hallucination gate 10.8%. Not comparable with v1.0 or Harvey public LAB (Section 8.14.2) Capabilities
Oct 12, 2026 Muse Wonder model card 10 Harvey LAB-AA, Artificial Analysis version 1.1 with hallucination checks, Muse Wonder (max) (capabilities table image, page 3) Capabilities
Oct 12, 2026 Muse Wonder Full model card 13.1 Harvey LAB-AA, Artificial Analysis version 1.1 with hallucination checks, Muse Wonder Full (max) (capabilities table image, page 3) Capabilities

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