# EDGAR: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 1 category by 3 of 14 models. Page: https://www.gane.ai/index/finance/vendors/edgar

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [SEC and disclosure reporting](https://www.gane.ai/index/finance/accounting/sec-and-disclosure-reporting/index.md) | 0% | 32 | 33% | 3 |

## What the models said for it

- "Use only official SEC systems for verification. Filings are made electronically through EDGAR" (Muse Glimmer 30B, Disclosure reporting)

## And against it

- "Undisclosed parties gained access to EDGAR in 2016, exploiting a software vulnerability in the system" (Claude Haiku 4.5, Disclosure reporting)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 1 | 1 |
| GPT-5.4 mini | 0 | 0 | 0 | 0 | 0 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 0 | 0 |
| Mistral Small | 0 | 0 | 1 | 0 | 1 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 0 | 0 |
| Llama 4 Maverick | 0 | 0 | 0 | 0 | 0 |
| Qwen 3.7 Flash | 0 | 0 | 0 | 0 | 0 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 1 | 0 | 0 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named EDGAR, from 7 of the 7 answers that named it (only the models that return a source list).

### Domains cited

- sec.gov: 7
- dfinsolutions.com: 5
- cfoshortlist.com: 3
- houseblend.io: 3
- investor.gov: 3
- adviserinfo.sec.gov: 2
- bipc.com: 2
- cbsnews.com: 2
- federalregister.gov: 2
- gitnux.org: 2

### Pages cited

- https://sec.gov/submit-filings: 3
- https://adviserinfo.sec.gov/I: 2
- https://bipc.com/on-the-2025-agenda-how-to-prepare-for-updates-to-the-sec%E2%80%99s-edgar-filing-platform: 2
- https://cbsnews.com/news/sec-edgar-hack-corporate-filing: 2
- https://cfoshortlist.com/reports/sec-reporting-software: 2
- https://dfinsolutions.com/knowledge-hub/blog/how-choose-sec-reporting-software-private-companies-2026: 2
- https://dfinsolutions.com/products/activedisclosure: 2
- https://gitnux.org/best/sec-reporting-software: 2

## Record

- Method: https://www.gane.ai/index/finance/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/finance.