# Ivalua: how AI models rank it, November 2026

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

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Contingent workforce management](https://www.gane.ai/index/hr/planning/contingent-workforce-management/index.md) | 0% | 93 | 50% | 2 |
| [Recruiting CRM and sourcing](https://www.gane.ai/index/hr/talent/recruiting-crm-and-sourcing/index.md) | 0% | 63 | 0% | 1 |

## And against it

- "Full procurement suites; premium pricing and long implementation timelines... not ideal for tight budgets." (GLM 4.7 FlashX, Contingent workforce man)

## 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 | 1 | 0 | 1 |
| 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 | 1 | 0 | 1 |
| Kimi K2 | 0 | 0 | 0 | 0 | 0 |
| GLM 4.7 FlashX | 0 | 0 | 0 | 1 | 1 |
| 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 Ivalua, from 21 of the 21 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 7
- ivalua.com: 7 (its own site)
- mindsprint.com: 7
- guideflow.com: 5
- workday.com: 5
- hrtechsaas.com: 4
- jaggaer.com: 4
- peoplemanagingpeople.com: 4
- zapro.ai: 4
- auravms.com: 3

### Pages cited

- https://guideflow.com/blog/sourcing-software: 5
- https://mindsprint.com/resources/blogs/b2b-procurement-platform: 5
- https://mindsprint.com/resources/blogs/source-to-pay-software: 5
- https://hrtechsaas.com/blog/best-vendor-management-system-contingent-workforce: 4
- https://ivalua.com/blog/best-strategic-sourcing-software: 4
- https://peoplemanagingpeople.com/tools/best-contingent-workforce-management-software: 4
- https://guideflow.com/blog/sourcing-optimization-software: 3
- https://guideflow.com/blog/strategic-sourcing-software: 3

## In its own words

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

- Positioning: AI-powered procurement software for complete spend & supplier management on a unified source-to-pay platform (https://ivalua.com/)
- For: procurement (https://ivalua.com/)

## What it publishes

Every page ivalua.com exposes, read 2026-09-29: 2541 addresses. By kind, pages and the last 90 days:

- blog: 529 pages, 34 in the last 90 days, latest 2026-09-28
- case study: 122 pages, 2 in the last 90 days, latest 2026-09-02
- webinar or virtual event: 8 pages, 0 in the last 90 days, latest 2020-04-15
- conference or event: 3 pages, 0 in the last 90 days, latest 2019-06-13
- report or ebook: 10 pages, 0 in the last 90 days, latest undated
- comparison: 12 pages, 1 in the last 90 days, latest 2026-08-10
- glossary or explainer: 564 pages, 0 in the last 90 days, latest 2026-06-30
- podcast or video: 202 pages, 8 in the last 90 days, latest 2026-09-15
- news or press: 663 pages, 10 in the last 90 days, latest 2026-09-25
- Recent: 2026-09-28 blog: Procure to pay process https://www.ivalua.com/blog/procure-to-pay-process/
- Recent: 2026-09-25 blog: Best procurement software https://www.ivalua.com/blog/best-procurement-software
- Recent: 2026-09-25 news or press: Ivalua recognized for employee happiness perks and work life balance https://www.ivalua.com/press-releases/ivalua-recognized-for-employee-happiness-perks-and-work-life-balance
- Recent: 2026-09-22 news or press: Ivalua named a leader in the idc marketscape worldwide ai enabled direct spend https://www.ivalua.com/press-releases/ivalua-named-a-leader-in-the-idc-marketscape-worldwide-ai-enabled-direct-spend
- Recent: 2026-09-15 blog: Vendor risk assessment https://www.ivalua.com/blog/vendor-risk-assessment
- Recent: 2026-09-15 podcast or video: Season 3 ep 14 should procurement be looking for savings feat roberto fabris https://www.ivalua.com/podcast/season-3-ep-14-should-procurement-be-looking-for-savings-feat-roberto-fabris

## Record

- Method: https://www.gane.ai/index/hr/methodology
- License: CC BY 4.0. Cite as Gane Index, November 2026 Edition, www.gane.ai/index/hr.