# ChatFin: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Cash flow forecasting](https://www.gane.ai/index/finance/treasury/cash-flow-forecasting/index.md) | 0% | 68 | 0% | 1 |

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| 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 | 0 | 0 | 0 |
| 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 | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named ChatFin, from 5 of the 5 answers that named it (only the models that return a source list).

### Domains cited

- agentcfo.org: 4
- pro.bloombergtax.com: 4
- capterra.com: 3
- chatfin.ai: 2 (its own site)
- houseblend.io: 2
- rightworks.com: 2
- thetaxadviser.com: 2
- weaver.com: 2
- bpm.com: 1
- cashflowfrog.com: 1

### Pages cited

- https://agentcfo.org/guides/tax-provision-software: 4
- https://pro.bloombergtax.com/insights/tax-solutions/buyers-guide-how-to-find-the-right-tax-provision-software: 4
- https://pro.bloombergtax.com/products/provision: 3
- https://capterra.com/p/10012418/Bloomberg-Tax-Provision: 2
- https://houseblend.io/articles/asc-740-tax-provision-software-onesource-longview-netsuite: 2
- https://rightworks.com/blog/best-accounting-tax-software-applications: 2
- https://thetaxadviser.com/issues/2025/aug/2025-tax-software-survey: 2
- https://weaver.com/solutions/tax/federal-tax/asc-740-tax-provision: 2

## In its own words

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

- Positioning: AI agents for finance and accounting teams (https://chatfin.ai/)
- For: Finance and Accounting Teams (https://chatfin.ai/)
- Price stated: Free demo (https://chatfin.ai/)
- Starting price: 0 (https://chatfin.ai/)
- Free plan or trial: Free demo (https://chatfin.ai/)
- Integrations claimed: 16 (https://chatfin.ai/); 9 (https://chatfin.ai/integrations) (pages disagree)
- Certifications: SOC 2 Type II, ISO 27001
- Hosting: US and EU residency
- Customers named: Verdant, Vivino, Persimmon Technologies, U.S. Auto Force

## What it publishes

Every page chatfin.ai exposes, read 2026-09-29: 3750 addresses. By kind, pages and the last 90 days:

- blog: 3097 pages, 1 in the last 90 days, latest 2026-07-06
- case study: 5 pages, 2 in the last 90 days, latest 2026-08-31
- webinar or virtual event: 7 pages, 0 in the last 90 days, latest 2026-06-03
- conference or event: 13 pages, 2 in the last 90 days, latest 2026-08-28
- report or ebook: 63 pages, 29 in the last 90 days, latest 2026-08-27
- comparison: 285 pages, 0 in the last 90 days, latest 2026-04-07
- template or tool: 22 pages, 16 in the last 90 days, latest 2026-08-06
- glossary or explainer: 57 pages, 4 in the last 90 days, latest 2026-07-30
- podcast or video: 40 pages, 0 in the last 90 days, latest 2026-03-09
- news or press: 4 pages, 0 in the last 90 days, latest 2026-05-29
- Recent: 2026-08-31 case study: Medical devices finance case study https://chatfin.ai/insights/medical-devices-finance-case-study
- Recent: 2026-08-31 case study: Cybersecurity finance case study https://chatfin.ai/insights/cybersecurity-finance-case-study
- Recent: 2026-08-28 conference or event: Vancouver cfo network ai agents https://chatfin.ai/events/vancouver-cfo-network-ai-agents
- Recent: 2026-08-27 report or ebook: Cfo ai intent index geography https://chatfin.ai/research/cfo-ai-intent-index-geography
- Recent: 2026-08-27 report or ebook: Cfo ai intent index finance functions https://chatfin.ai/research/cfo-ai-intent-index-finance-functions
- Recent: 2026-08-27 report or ebook: Cfo ai intent index https://chatfin.ai/research/cfo-ai-intent-index

## 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.