# Determine: 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/determine

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Procure-to-pay](https://www.gane.ai/index/finance/spend/procure-to-pay/index.md) | 0% | 69 | 0% | 1 |

## By model

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

## In its own words

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

- Positioning: VAT automation software for SaaS finance teams (https://determinedai.co/)
- For: SaaS finance teams (https://determinedai.co/)
- Price stated: Yes (https://determinedai.co/)
- Starting price: 99 (https://determinedai.co/)
- Free plan or trial: Free tools; Free exposure check (https://determinedai.co/)

## What it publishes

Every page determinedai.co exposes, read 2026-09-29: 144 addresses. By kind, pages and the last 90 days:

- blog: 46 pages, 0 in the last 90 days, latest 2026-06-19
- report or ebook: 1 pages, 0 in the last 90 days, latest 2026-04-05
- comparison: 13 pages, 1 in the last 90 days, latest 2026-07-08
- template or tool: 3 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 2 pages, 0 in the last 90 days, latest 2026-05-06
- Recent: 2026-07-08 comparison: Determinedai vs sphere https://determinedai.co/blog/determinedai-vs-sphere
- Recent: 2026-06-19 blog: Singapore gst invoicenow mandate https://determinedai.co/blog/singapore-gst-invoicenow-mandate
- Recent: 2026-06-17 blog: Malaysia myinvois e invoicing 2026 https://determinedai.co/blog/malaysia-myinvois-e-invoicing-2026
- Recent: 2026-06-15 blog: Vida single vat registration 2028 https://determinedai.co/blog/vida-single-vat-registration-2028
- Recent: 2026-06-03 blog: Germany b2b e invoicing 2027 2028 https://determinedai.co/blog/germany-b2b-e-invoicing-2027-2028
- Recent: 2026-06-03 blog: New digital vat regimes 2026 emerging markets https://determinedai.co/blog/new-digital-vat-regimes-2026-emerging-markets

## 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.