Human Behavior Bench D
AI benchmark · Reasoning
What is Human Behavior Bench?
Human Behavior Bench measures how accurately AI models predict response distributions of specific U.S. adult cohorts on questions about everyday behavior and preferences, scored by 1-TVD.
General capability mostly
“the first public benchmark that tests whether AI can understand human preference and everyday decision-making.”
x.com/kaggle/status/2112560433257181325 ↗“750 cases total (149 public / 601 private) across finance, health, recreation, values, and consumption”
x.com/kaggle/status/2112560433257181325 ↗“750 cases total (149 public / 601 private) across finance, health, recreation, values, and consumption”
x.com/kaggle/status/2112560433257181325 ↗
Who built Human Behavior Bench
Led by Kaggle with Rehearsals.
Tier 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)
How we got to tier D
- Adoption: no usage data. Tier D.
- Not yet read on X.
- In curated RL directories: 1 point, a floor of none.
- 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 Human Behavior Bench sits
Its domain on the map, live. Hover a logo for its name; click to open it. Open it on the full map
Next: browse all benchmarks. Entry from the RL Research daily scrape of public sources, 2026-10-21 snapshot.