# Tonkean: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 3 judge labels across 3 categories by 2 of 14 models. Page: https://www.gane.ai/index/finance/vendors/tonkean

## 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% | 88 | 0% | 1 |
| [Strategic sourcing](https://www.gane.ai/index/finance/spend/strategic-sourcing/index.md) | 0% | 81 | 0% | 1 |
| [Supplier management](https://www.gane.ai/index/finance/spend/supplier-management/index.md) | 0% | 72 | 0% | 1 |

## What the models said for it

- "Ideal if your biggest issue is getting business users to submit request intakes properly before sourcing begins." (Gemini 3.5 Flash, Strategic sourcing)
- "platforms like Zip, Tonkean, Precoro, or Vendr that focus heavily on user experience" (Gemini 3.5 Flash, Supplier management)

## 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 | 2 | 0 | 0 | 2 |
| 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 | 1 | 0 | 1 |
| 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 |

## Sources returned with these answers

The sites and pages cited by the answers that named Tonkean, from 2 of the 9 answers that named it (only the models that return a source list).

### Domains cited

- appsruntheworld.com: 2
- accenture.com: 1
- beyondintranet.com: 1
- caddi.com: 1
- capterra.com: 1
- dragonsourcing.com: 1
- g2.com: 1
- jaggaer.com: 1
- mindsprint.com: 1
- peerspot.com: 1

### Pages cited

- https://appsruntheworld.com/top-10-procurement-software-vendors-and-market-forecast: 2
- https://accenture.com/en/explainers/supply-chain/what-is-e-procurement: 1
- https://beyondintranet.com/blog/best-procurement-software-solutions: 1
- https://caddi.com/en-us/resources/insights/procurement-software: 1
- https://capterra.com/resources/best-procurement-software-reviews-analysis: 1
- https://dragonsourcing.com/top-25-procurement-software-tools-and-platforms: 1
- https://g2.com/categories/procurement: 1
- https://jaggaer.com/blog/best-procure-to-pay-software-manufacturing: 1

## In its own words

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

- Positioning: The No. 1 Agentic Orchestration Platform for the Enterprise (https://tonkean.com/)
- For: ops teams (https://tonkean.com/)
- Price stated: Simple pricing that grows with you. To help you transform your business, we have to dig into the details. Our custom quotes include: (https://www.tonkean.com/pricing)
- Free plan or trial: Try for Free (https://www.tonkean.com/platform)
- Integrations claimed: 250 (https://tonkean.com/); 100 (https://www.tonkean.com/platform) (pages disagree)
- Certifications: SOC 2 Type II, ISO 27001, HIPAA
- Hosting: AWS, Microsoft Azure, GCP
- Customers named: Workday, Semrush, Cockroach Labs, Instacart, Google

## What it publishes

Every page tonkean.com exposes, read 2026-09-29: 1253 addresses. By kind, pages and the last 90 days:

- blog: 283 pages, 0 in the last 90 days, latest undated
- case study: 5 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 16 pages, 0 in the last 90 days, latest undated
- conference or event: 2 pages, 0 in the last 90 days, latest undated
- report or ebook: 2 pages, 0 in the last 90 days, latest undated
- comparison: 10 pages, 0 in the last 90 days, latest undated
- template or tool: 213 pages, 0 in the last 90 days, latest undated
- glossary or explainer: 23 pages, 0 in the last 90 days, latest undated
- podcast or video: 4 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.