STEMBench D

AI benchmark · Reasoning

Built by
Ulam
Domains
Reasoning
On X
@ulamdotai ↗
Tier
D why
Snapshot

Open benchmark ↗x.com/MistralAI/status/2111056939841163336

What is STEMBench?

STEMBench is a private benchmark from Ulam that scores models on STEM tasks such as engineering and astronomy.

Who built STEMBench

Led by Ulam.

    Tier D

    D

    Long tail: little or no usage data yet.

    How much stands behind a tier: usage, who backs it, a confirmed line from its own site or paper, and a clear read on X. High with three of the four, medium with two, low otherwise.

    • no usage data
    • in curated RL directories (1 pt)

    On X · unclear, low buzz, from 7 posts about STEMBench in the last month

    New private benchmark from Ulam, mostly noticed because Mistral cited its Large 4 results; little independent evaluation, one question about scoring method.

    @MistralAI ↗ · @prz_chojecki ↗ · @prz_chojecki ↗

    How we got to tier D
    1. Adoption: no usage data. Tier D.
    2. On X: unclear, low buzz. “New private benchmark from Ulam, mostly noticed because Mistral cited its Large 4 results; little independent evaluation, one question about scoring method.” No move.
    3. In curated RL directories: 1 point, a floor of none.
    4. Confirmed: a line from its own site or paper places it.

    A clear view on X moves a tier one step up or down; most entries don't move. How tiers work.

    Where STEMBench sits

    Its domain on the map, live. Hover a logo for its name; click to open it. Open it on the full map

    The galaxy could not load. See every vendor on the board.

    Next: browse all benchmarks. Entry from the RL Research daily scrape of public sources, 2026-10-17 snapshot.