# Moneda FilingsBench

Questions about a US company's SEC filings with no document attached. The system has to find the right filing and period itself, then read the figure: reported lines, ratios with the formula given, fiscal years that do not end in December, figures as originally reported before a restatement, and comparisons.

## Facts

- Maker: Moneda (Germany)
- Year: 2026
- Use case: Financial filings Q&A
- Size: About 400 questions a quarter from 100 US companies, built only from filings made after a cutoff date
- Public split: Yes, about 1 question in 10; the rest are private and only those are ranked
- Grading: Code against the figures in the filings' XBRL data, as first filed, with stated tolerances (0.5% for amounts, 1 cent per share, 0.1 point for percentages). A small set of questions on reportable segments is graded by two judges against a rubric.
- Licence: Items CC BY 4.0, harness MIT
- Submission: Open harness at release
- Products allowed: Yes
- What it does not cover: Filings outside the US, documents handed to the system, and analysis or judgement beyond reading the filing. Systems with no search or tools are not scored.
- Status: Moneda Bench, first results coming
- Method: Answer keys are computed by code from SEC companyfacts, using the value from the first filing that reported it. Each quarter the set is rebuilt from filings made after a new cutoff, so the answers are newer than the models tested. About 1 question in 10 is public; the rest are private and only those are ranked.
- Last checked: 1 Nov 2026
- Links: none recorded
- Directory page: https://benchmarks.finance/benchmarks/moneda-filingsbench/
- Leaderboard: https://benchmarks.finance/leaderboards/moneda-filingsbench/

## Results

### Moneda FilingsBench: % correct (private split) (higher is better, 1 model)

| Rank | Model | Provider | Score | Metric | Setting | Reported by | Source | URL | Date |
| --- | --- | --- | --- | --- | --- | --- | --- | --- | --- |
| 1 | Numa 1 | Moneda | 91.6 | % correct (private split) | 361 private questions, no document given; graded by code against the filings' XBRL data, 13 segment questions by a two-judge panel (not yet human-audited) | Run by Moneda | Moneda run, 2026-11-02 | https://benchmarks.finance/method/ | 2 Nov 2026 |


Source: https://benchmarks.finance/benchmarks/moneda-filingsbench/

Created and maintained by Moneda.