FrontierFinance - Web Search Baseline: leaderboard
FrontierFinance's 220 financial research queries answered by models in a plain web-search baseline harness rather than the Finance Agent v2 harness. Each response is checked against expert-written rubric items by a three-judge panel (Claude Sonnet 4.6, Gemini 3.1 Pro and GPT-5.4, majority vote), and the score is the mean per-query share of rubric items satisfied (%); higher is better.
Metric: Rubric qualification rate (%, macro average over queries, three-judge majority vote). Source: research.samaya.ai. Saturation forecast: Around December 2027. 3 models tracked.
Top models
| # | Model | Score | Overall rank |
|---|---|---|---|
| 1 | Claude Opus 4.8 (High) | 32.98 | #56 (Claude Opus 4.8) |
| 2 | Gemini 3.1 Pro (Preview) (High) | 30.72 | #91 (Gemini 3.1 Pro (Preview)) |
| 3 | GPT-5.5 (Medium) | 20.73 | #48 (GPT-5.5) |
No result here: #1 Claude Fable 5.2, #2 Gemini 4 Carbon, #5 Claude Opus 5.5.
Interactive version: theaggregate.ai/benchmark?slug=frontierfinance-web-search-baseline · How It Works · Data refreshed daily, snapshot 2026-11-12.