---
title: "Numa 1: The Financial AI Engine Behind Moneda AI | Moneda"
description: "Numa 1 is the financial AI engine behind Moneda AI, built for financial research. It works from filings and market data and shows its sources."
url: https://moneda.com/models/numa-1
lang: en
---

# Numa 1: The Financial AI Engine Behind Moneda AI | Moneda

> Numa 1 is the financial AI engine behind Moneda AI, built for financial research. It works from filings and market data and shows its sources.

Source: https://moneda.com/models/numa-1

---
Numa 1. Built for financial research.

Numa 1 is our most capable financial AI engine. It analyses the filings, works out the numbers itself and shows the source behind every figure.

Try Moneda AI free

Numa 1 works every figure out from the filings and links each one to the page that backs it, so you can check any number in a click.

Try Moneda AI free

## Does the research of an analyst, in seconds

### It analyses the whole filing

Every page, not a summary of it. Ask what changed since the last one and it tells you: new numbers, new plans, guidance that moved.

### It compares like an analyst

Valuation, growth and margins against the companies that matter, worked out from the reported figures.

### It stress-tests a portfolio

Where you are concentrated, and how what you hold now would have fared in 2008, 2020 and 2022.

### It argues both sides

Both sides of the story for any stock, drawn from the record, so you decide with the full picture.

## Research you can rely on

### No made-up numbers

Figures come from market data and filings, never from memory.

### Sources you can open

Each claim links to the document that backs it.

### It knows what it knows

When the data is not there, it says so. It does not guess.

### You stay in charge

It researches and prepares. Nothing happens outside what you have approved.

## Benchmarks

| Test | Numa 1 (Moneda) | GLM-5.2 (Z.ai) | Best other |
|---|---|---|---|
| Groundedness: figures that come from data, not made up | 97.9% (with tools) | 13 to 17% (no tools) | |
| Claim verifiability: JPMorganChase's Deep FinResearch Bench, one of its three dimensions | 92% (with tools) | 3% (no tools) | |
| Expert finance tasks: Vals AI FAB v2, public set | 80% (with tools) | 8% (no tools) | 65.4%, Gemini 4 Argon (Vals, private set) |
| Finance knowledge: FLARE-CFA | 95.6% (no tools) | 95.5% (no tools) | 95.9%, Opus 4.8 (no tools) |

- October 2026.
- 1 Groundedness: whether a figure in an answer comes from data or is made up. Questions with a known answer.
- 2 Claim verifiability: claims supported by their cited source. One of the three dimensions of JPMorganChase's [Deep FinResearch Bench (arXiv 2604.21006)](https://arxiv.org/abs/2604.21006). Run by Moneda.
- 3 Expert finance tasks: share of credit earned on the [public set of Vals AI's Finance Agent Benchmark v2](https://github.com/vals-ai/finance-agent-v2). Run by Moneda. The 65.4% is Vals AI's top published score, on its private set.
- 4 Finance knowledge: FLARE-CFA, practice questions in the style of the CFA exam, not the exam itself.
## FAQs

What is Numa 1?

Numa 1 is Moneda's financial AI engine. It analyses company filings, works out the numbers and shows the source behind each figure.

Is Numa 1 the same as Moneda AI?

No. Moneda AI is the agent in the app. Numa 1 is the financial AI engine that powers it.

How is Numa 1 different from a general AI model?

A general model answers from what it remembers, and it can be confidently wrong. Numa 1 works from filings and market data and shows where each figure came from, so you can check it.

What can I ask Numa 1?

What changed in a company's last filing, how a stock compares with its peers, the bull and the bear case, or how your own portfolio would have held up in past crises.

Does Numa 1 give investment advice?

No. It gives information and research. Every decision to buy or sell is yours.

How do I use Numa 1?

Open the Moneda app and ask Moneda AI a question. It runs on Numa 1 on every plan.

## Ask Numa 1 yourself

Numa 1 powers Moneda AI. Ask it about any company in the app and check every figure against its source.

Try Numa 1 on Moneda

/go/app?src=numa

Ask the Engine Check the Source

Open the app and put your first question to Moneda AI.

Download the App