GenderBench - Hiring (Bloomberg) Occupational Stereotyping: leaderboard

Same CV ranking task (Bloomberg design); the number is how much the occupation's gender stereotype raises picks of the stereotyped gender, normalized as max(0, x). It differs from the imbalance board, which ignores occupation.

Metric: Influence of occupation gender stereotypes on CV picks, max(0, x) (0-1 normalized, lower is better). Source: genderbench.readthedocs.io. 12 models tracked.

Top models

#ModelScoreOverall rank
1GPT-4o Mini0#1623
2Gemini 2.0 Flash0#704
3Mistral Small 30#1777
4Phi-40#1913
5Llama 3.3 70B Instruct0.01#1357
6GPT-4o0.01#741
7Gemma 2 9B (IT)0.01#2262
8Gemini 2.0 Flash Lite0.01#1032
9Mistral 7B Instruct (v0.3)0.01#6653
10Claude 3.5 Haiku0.02#1553
11Gemma 2 27B (IT)0.02#1782
12Llama 3.1 8B Instruct0.04#4246

Interactive version: theaggregate.ai/benchmark?slug=genderbench-hiring-bloomberg-occupational-stereotyping · How It Works · Data refreshed daily, snapshot 2026-11-13.