Benchmark Almanac

SAT Math

GPT-4 Mar 2023 700.0 Only in system cards

Models take the SAT math section. Scored on the 200 to 800 scale.

OpenAI ran this as a simulated exam in the GPT-4 Technical Report.

Made by College Board Word problems Last in a system card Nov 2024 Last model added Nov 2024
Level
School Students, from grade school to high school
Scored
Checked automatically A program checks the result against an answer key, unit tests or the expected final state.
Answers
Multiple choice
1
Model scored in lab cards
4
System cards report it, from 2 labs

GPT-4 leads with 700.0

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 GPT-4 Mar 2023 700.0
#ModelScoreSettingDateSource
1 GPT-4 Mar 2023 700.0 Mar 2023 Model card

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
700.0 2023 700.0 2023

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 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
23 Nov 2024 Llama 3.1-8B technical report 73.3 SAT Math, accuracy (Table 17) Capabilities
23 Nov 2024 Llama 3.1-70B technical report 91.9 SAT Math, accuracy (Table 17) Capabilities
23 Nov 2024 Llama 3.1-405B technical report 94.9 SAT Math, accuracy (Table 17) Capabilities
14 Mar 2023 GPT-4 technical report 700 SAT Math, 700 / 800 (~89th percentile) (Table 1, GPT-4 with vision) Capabilities

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  • USAMO 2026 In use Models write full proofs for the six problems of the 2026 USA Mathematical Olympiad. Judges grade each proof from 0 to 7 against rubrics. GPT-5.5 98.2%