# Bench Accounting: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 4 judge labels across 1 categories by 4 of 14 models. Page: https://finance-ai-index.com/vendors/bench-accounting/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Accounting software | 0% | 54 | 100% | 4 |

## And against it

- "The most notable recent example is Bench Accounting, which abruptly shut down on December 27, 2024... carries a D- rating from the Better Business Bureau" (MiniMax M2.5, Accounting software)
- "Bench is a clear cautionary example: after shutdown, customers reported difficulty getting their data out." (GPT-5.4 mini, Accounting software)
- "Avoid or Be Extremely Cautious ... High Instability Risk ... this is a major red flag." (Kimi K2, Accounting software)
- "Bench Accounting (Avoid entirely if possible)" (Grok 4.1 Fast, Accounting software)

## Movement since September 2026

Floor: 10 points of share, measured on the calibration repeat. A larger change is movement; a smaller one is noise.

- Accounting software: 0% to 0%, ±0. Inside the floor by 10 points · rank 46 → 54 of 55.

## In its own words

What Bench Accounting's own pages state, read 2026-10-06. Stated by the vendor, not checked by the index.

- Positioning: We give your business accurate, up-to-date financials and an expert team that you can trust. (https://www.bench.co/bookkeepers-at-bench)
- For: thousands of businesses (https://www.bench.co/bookkeepers-at-bench)
- Price stated: For S-Corps, C-Corps, and Partnerships, you can add-on personal filing for one partner or shareholder for just $59/mo when billed annually or $69/mo when billed monthly. (https://www.bench.co/bench-tax-for-clients)
- Starting price: 59 (https://www.bench.co/bench-tax-for-clients)
- Free plan or trial: Try us for free—we’ll do one month of your bookkeeping and prepare a set of financial statements for you to keep (https://www.bench.co/bookkeepers-at-bench)
- Certifications: licensed tax professionals, background checked, accredited, SOC 2 compliant, QBO Certified Bookkeeper
- Hosting: North American HQ
- Customers named: HILLARY CAREY, FOUNDER, WINNOW RESEARCH, MICHELLE FALCO, OWNER, FALCO COUNSELING, TRAINUAL, THE VILLAGES GYM

## Record

- Method: https://finance-ai-index.com/methodology/
- Raw judge labels and full responses: https://finance-ai-index.com/data/
- License: CC BY 4.0. Cite as Finance AI Recommendation Index, October 2026 Edition, finance-ai-index.com.