FrontierFinance (Financial Modeling) - M&A: leaderboard

Metric: Average rubric score (%) over the five merger model tasks, judged by a Claude Sonnet 4.6 agent against the expert-written task rubric (with SEC EDGAR and spreadsheet tools); computer-use agents in a minimal Inspect harness (GUI control plus a bash terminal) build complete Excel financial models from detailed prompts; higher is better. Source: arxiv.org. Saturation forecast: Around January 2027. 4 models tracked.

Top models

#ModelScore
1GPT-5.4 (xHigh)92
2Claude Opus 4.6 (High)89.4
3Gemini 3.1 Pro (Preview)79.2

Interactive version: theaggregate.ai/benchmark?slug=frontierfinance-financial-modeling-m-a · How It Works · Data refreshed daily, snapshot 2026-10-07.