# FloQast: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 153 judge labels across 7 categories by 14 of 14 models. Page: https://www.gane.ai/index/finance/vendors/floqast

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Financial close management](https://www.gane.ai/index/finance/accounting/financial-close-management/index.md) | 53% | 1 | 12% | 69 |
| [Account reconciliation](https://www.gane.ai/index/finance/accounting/account-reconciliation/index.md) | 27% | 1 | 10% | 49 |
| [Internal controls and SOX](https://www.gane.ai/index/finance/tax/internal-controls-and-sox/index.md) | 23% | 1 | 10% | 20 |
| [AI accounting assistants](https://www.gane.ai/index/finance/accounting/ai-accounting-assistants/index.md) | 2% | 10 | 0% | 11 |
| [Financial reporting and dashboards](https://www.gane.ai/index/finance/planning/financial-reporting-and-dashboards/index.md) | 0% | 39 | 0% | 2 |
| [Cash application](https://www.gane.ai/index/finance/receivables/cash-application/index.md) | 0% | 48 | 0% | 1 |
| [Revenue recognition](https://www.gane.ai/index/finance/accounting/revenue-recognition/index.md) | 0% | 81 | 100% | 1 |

## What the models said for it

- "Currently the market leader. Extremely high usability, great ecosystem, highly scalable. (Often the default choice for companies growing past 200 employees)." (Qwen 3.7 Flash, Financial close manageme)
- "For most mid-sized B2B companies, FloQast is the best overall choice due to its popularity, ease of use, and strong integration capabilities." (Mistral Small, Account reconciliation)
- "Start with FloQast for most mid-market B2B companies—it's practical, highly rated for financial close/reconciliation, and minimizes risk." (Grok 4.20, Account reconciliation)
- "FloQast — Best overall for mid-market close + reconciliation; Excel-friendly, fast implementation (2–4 weeks), $999/month starting." (DeepSeek V4 Flash, Account reconciliation)

## And against it

- "Mid-Market Tools (Avoid for Large Enterprises) Tools like FloQast ($30k-$80k/year) are designed for mid-market companies and often lack the scalability" (Muse Glimmer 30B, Financial close manageme)
- "Avoid FloQast and premium options like BlackLine or CCH Tagetik" (DeepSeek V4 Flash, Financial close manageme)
- "Avoid enterprise platforms such as BlackLine, FloQast, and Trintech" (Perplexity Sonar, Account reconciliation)
- "avoid enterprise-focused tools like BlackLine, FloQast, or Workiva" (Grok 4.20, Financial close manageme)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 2 | 6 | 2 | 0 | 10 |
| GPT-5.4 mini | 2 | 4 | 0 | 0 | 6 |
| Gemini 3.5 Flash | 7 | 5 | 2 | 0 | 14 |
| Perplexity Sonar | 8 | 1 | 0 | 4 | 13 |
| Grok 4.20 | 6 | 3 | 2 | 2 | 13 |
| Mistral Small | 5 | 2 | 2 | 1 | 10 |
| DeepSeek V4 Flash | 8 | 4 | 1 | 2 | 15 |
| Llama 4 Maverick | 3 | 2 | 4 | 0 | 9 |
| Qwen 3.7 Flash | 6 | 2 | 0 | 1 | 9 |
| Kimi K2 | 7 | 3 | 1 | 2 | 13 |
| GLM 4.7 FlashX | 5 | 4 | 0 | 0 | 9 |
| MiniMax M2.5 | 6 | 4 | 1 | 1 | 12 |
| GPT-6 Luna | 3 | 4 | 2 | 0 | 9 |
| Muse Glimmer 30B | 5 | 3 | 0 | 3 | 11 |

## Sources returned with these answers

The sites and pages cited by the answers that named FloQast, from 389 of the 414 answers that named it (only the models that return a source list).

### Domains cited

- prophix.com: 162
- cfoshortlist.com: 138
- g2.com: 111
- softwareadvice.com: 101
- erpresearch.com: 96
- bluecopa.com: 95
- dokka.com: 89
- capterra.com: 80
- simetrik.com: 71
- numeric.io: 63

### Pages cited

- https://cfoshortlist.com/reports/best-account-reconciliation-software: 69
- https://prophix.com/blog/best-financial-close-software: 61
- https://cfoshortlist.com/reports/best-financial-close-software: 59
- https://capterra.com/financial-close-software: 53
- https://prophix.com/blog/the-10-best-account-reconciliation-software: 50
- https://erpresearch.com/erp-add-ons/financial-close: 49
- https://softwareadvice.com/financial-close: 48
- https://dokka.com/best-financial-close-software-for-small-businesses: 47

## In its own words

What FloQast's own pages state, read 2026-09-28. Stated by the vendor, not checked by the index.

- Positioning: Accounting Workflow Automation (https://floqast.com/)
- For: enterprise accounting teams (https://floqast.com/)
- Price stated: No Per-User Fees. Pricing Built Around Value, Not Headcount. (https://www.floqast.com/pricing)
- Certifications: ISO 42001, SOC 2 Type II, SOC 3
- Customers named: Huel, HubSpot, SoundCloud

## What it publishes

Every page floqast.com exposes, read 2026-09-29: 4378 addresses. By kind, pages and the last 90 days:

- blog: 1326 pages, 0 in the last 90 days, latest undated
- case study: 6 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 42 pages, 0 in the last 90 days, latest undated
- conference or event: 281 pages, 0 in the last 90 days, latest undated
- report or ebook: 78 pages, 0 in the last 90 days, latest undated
- comparison: 36 pages, 0 in the last 90 days, latest undated
- template or tool: 62 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 84 pages, 0 in the last 90 days, latest undated
- podcast or video: 12 pages, 0 in the last 90 days, latest undated
- news or press: 617 pages, 0 in the last 90 days, latest undated

## 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.