# Bonsai: how AI models rank it, October 2026

Finance AI Recommendation Index, October 2026 Edition. Named in 2 judge labels across 2 categories by 2 of 14 models. Page: https://finance-ai-index.com/vendors/bonsai/

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| Invoicing software | 0% | 30 | 0% | 1 |
| Professional services automation | 0% | 50 | 0% | 1 |

## What the models said for it

- "Rated #1 for freelance business ops in recent testing (4.7/5)" (DeepSeek V4 Flash, Invoicing 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.

- Invoicing software: 0% to 0%, ±0. Inside the floor by 10 points · rank 34 → 30 of 71.
- Professional services automation: 0% to 0%, ±0. New · not ranked in September 2026 · rank 50 of 99.

## 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.