ReFigBench (PPTX Skill Workflow) - Human Preference Elo: leaderboard

Metric: Human preference Elo (specialized workflow: the agent drives the harness's own PPTX document toolchain (PPTX skill); Bradley-Terry strength on the Elo scale (mean 1,000 over the ten configurations) from 4,270 blinded pairwise human comparisons of renderings of the same source figure, a tie counting half a win). Source: arxiv.org. Saturation forecast: Rough model projection: around 2027. 5 models tracked.

Top models

#ModelScore
1GPT-5.5 (Codex, xHigh)1328.2
2Claude Opus 4.6 (Claude Code)887.5

Interactive version: theaggregate.ai/benchmark?slug=refigbench-pptx-skill-workflow-human-preference-elo · How It Works · Data refreshed daily, snapshot 2026-09-26.