# DOKKA Close: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 15 judge labels across 1 category by 10 of 14 models. Page: https://www.gane.ai/index/finance/vendors/dokka-close

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Financial close management](https://www.gane.ai/index/finance/accounting/financial-close-management/index.md) | 3% | 4 | 0% | 15 |

## What the models said for it

- "DOKKA and FloQast are highly recommended for small businesses needing dedicated financial close management" (Mistral Small, Financial close manageme)
- "Choose DOKKA if you want a modern, dedicated app for small teams." (Qwen 3.7 Flash, Financial close manageme)
- "built specifically for 2–10 person finance teams at mid-market companies that need enterprise-grade close automation without enterprise pricing" (Claude Haiku 4.5, Financial close manageme)
- "purpose-built for small and mid-sized finance teams that need real agentic AI automation without enterprise overhead" (Claude Haiku 4.5, Financial close manageme)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named DOKKA Close, from 46 of the 46 answers that named it (only the models that return a source list).

### Domains cited

- dokka.com: 46 (its own site)
- capterra.com: 28
- prophix.com: 25
- softwareadvice.com: 18
- g2.com: 16
- netgain.tech: 14
- cfoshortlist.com: 13
- thedigitalmerchant.com: 13
- erpresearch.com: 11
- getapp.com: 11

### Pages cited

- https://dokka.com/best-financial-close-software-for-small-businesses: 39
- https://capterra.com/financial-close-software: 28
- https://prophix.com/blog/best-financial-close-software: 19
- https://softwareadvice.com/financial-close: 16
- https://netgain.tech/blog/best-financial-close-management-software-in-2026: 14
- https://cfoshortlist.com/reports/best-financial-close-software: 13
- https://thedigitalmerchant.com/best-financial-close-softwares: 13
- https://dokka.com/best-financial-close-software: 12

## In its own words

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

- Positioning: Financial Close Automation Software (https://dokka.com/about-dokka)
- For: finance teams; modern CFOs and finance teams (https://dokka.com/about-dokka)
- Integrations claimed: 4 (https://dokka.com/dokka-vs-vic-ai)
- Certifications: ISO 27001, GDPR, SOC 2 Type II
- Customers named: Mud Bay, Wild Marketing Group, Adama, Riskified, JFrog, Voneus Broadband

## 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.