# Frontier Finance

> An investment-workflow benchmark covering complete tasks from screening to profitability analysis.

Canonical page: https://benchlm.ai/benchmarks/frontierfinance

- Category: [Agentic](/agentic)
- Last updated: October 29, 2026

## About Frontier Finance

- Year: 2026
- Tasks: Investment research workflows
- Format: Task score
- Difficulty: Professional finance
- Paper: [Kimi K3.1 Pro Tech Blog: Advancing Open Intelligence](https://www.kimi.ai/blog/kimi-k3-1-pro)

Moonshot evaluates it with the official Finance Agent v2 harness. BenchLM stores the provider-run value as display-only launch evidence.

Frontier Finance is currently displayed on BenchLM for reference, but it is excluded from the weighted scoring formula.

## Leaderboard (1 models)

| Rank | Model | Creator | Score |
|------|-------|---------|-------|
| 1 | [Kimi K3.1 Pro](/models/kimi-3-1-pro) | Moonshot AI | 58.6% |

## FAQ

### What does Frontier Finance measure?

An investment-workflow benchmark covering complete tasks from screening to profitability analysis.

### Which model scores highest on Frontier Finance?

Kimi K3.1 Pro by Moonshot AI currently leads with a score of 58.6% on Frontier Finance.

### How many models are evaluated on Frontier Finance?

1 AI models have published results on Frontier Finance in the BenchLM catalog.

### Does Frontier Finance affect BenchLM's overall score?

Not directly. Frontier Finance is still displayed on BenchLM for reference, but it is excluded from the weighted scoring formula.