LitXBench (Coding Agents) - Configurations: leaderboard
Metric: Configuration F1 (0-1), whether the right microstructure configurations (phases and sub-regions) are extracted for extracting every experiment (materials, process chains, microstructure configurations and measurements) as Python objects from the OCR text of LitXAlloy's 19 alloy papers (1,426 measurements; figures excluded), extracted materials matched to the annotated ones by the Hungarian algorithm, mean of three runs; coding agents (Claude Code, Codex, Gemini CLI); higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 3 models tracked.
Top models
| # | Model | Score |
|---|---|---|
| 1 | Gemini 3.1 Pro (Preview) | 0.68 |
| 2 | Claude Opus 4.6 | 0.56 |
| 3 | GPT-5.2 Codex (High) | 0.52 |
Interactive version: theaggregate.ai/benchmark?slug=litxbench-coding-agents-configurations · How It Works · Data refreshed daily, snapshot 2026-10-07.