Benchmark Almanac

MBE (Multistate Bar Examination)

Claude 3 Opus 85% leads since Mar 2024 Only in system cards

Models answer the 200 multiple choice questions of an official Multistate Bar Examination practice exam. Scored by accuracy.

Anthropic used the official NCBE 2021 MBE practice exam. The uniform-bar-exam record covers the full bar exam.

Made by NCBE Law Last in a system card Mar 2024 Last model added Mar 2024
Level
Expert Specialists with years of training, often over hours of work
Scored
Checked automatically A program checks the result against an answer key, unit tests or the expected final state.
Answers
Multiple choice
4
Models scored in lab cards
4
System cards report it, from 1 lab

Claude 3 Opus leads with 85% among models released by Mar 2024

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.

The newest model with a score here came out in Mar 2024, and nobody has reported a newer one. Among the 20 highest-ranked models on the capability index, these have no score yet:

  1. 1 Claude 3 Opus 85%
  2. 2 Claude 2 76.5%
  3. 3 Claude 3 Sonnet 71%
  4. 4 Claude 3 Haiku 64%
#ModelScoreSettingDateSource
1 Claude 3 Opus 85% Mar 2024 Model card
2 Claude 2 76.5% Jul 2023 Model card
3 Claude 3 Sonnet 71% Mar 2024 Model card
4 Claude 3 Haiku 64% Mar 2024 Model card

2 models have held number one since 2023

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

Anthropic
Lab claims Passed 85% in Mar 2024, by Claude 3 Opus

The best score passed 85% in Mar 2024

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 Best so far
0% 20% 40% 60% 80% 100% 2024 Near the ceiling (85%) Claude 3 Opus Claude 2 0% 20% 40% 60% 80% 100% 2024 Near the ceiling (85%) Claude 3 Opus Claude 2

Labs report it only in system cards

We read the headline results of 479 launch posts from 51 labs, and none of them list this benchmark. Some system cards do, below.

4 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
4 Mar 2024 Claude 3 Sonnet model card 71 MBE (multistate bar exam), 0-shot CoT, NCBE 2021 practice exam (Table 2) Capabilities
4 Mar 2024 Claude 3 Opus model card 85 MBE (multistate bar exam), 0-shot CoT, NCBE 2021 practice exam (Table 2) Capabilities
4 Mar 2024 Claude 3 Haiku model card 64 MBE (multistate bar exam), 0-shot CoT, NCBE 2021 practice exam (Table 2) Capabilities
11 Jul 2023 Claude 2 model card 76.5 MBE (5-shot, no CoT), 76.5% (153/200), NCBE 2021 practice exam (4.3.2) Capabilities

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