HUMAINE B

AI benchmark · Human-preference

Publisher
Prolific Humaine
Tier
B why
Snapshot

What is HUMAINE?

Prolific human-centered LLM benchmark measuring real-world user success, satisfaction, engagement, and preference patterns across demographically broad feedback.

Tier B

B

Established: 15 or more models scored, or curated RL directories rate it.

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.

  • 44 models scored
  • in curated RL directories (1 pt)

On X · unclear, low buzz, from 3 posts about HUMAINE in the last month

The top posts mentioning it are actually about Jev and the Pangram AI detector, not HUMAINE, so there is little real discussion of the benchmark.

@fredcavazza ↗ · @LikeChrisss ↗ · @lactetue ↗

How we got to tier B
  1. Adoption: 44 models scored. Tier B.
  2. On X: unclear, low buzz. “The top posts mentioning it are actually about Jev and the Pangram AI detector, not HUMAINE, so there is little real discussion of the benchmark.” No move.
  3. In curated RL directories: 1 point, a floor of none.
  4. Not yet confirmed by a line from its own site or paper.

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

Not on the map yet: no line from its own site or paper places it in a domain.

Next: browse all benchmarks. Entry from the RL Research daily scrape of public sources, 2026-10-11 snapshot.