# Torii: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 74 judge labels across 7 categories by 14 of 14 models. Page: https://www.gane.ai/index/it/vendors/torii

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [SaaS management platforms](https://www.gane.ai/index/it/operations/saas-management-platforms/index.md) | 26% | 1 | 19% | 59 |
| [Enterprise architecture tools](https://www.gane.ai/index/it/operations/enterprise-architecture-tools/index.md) | 2% | 12 | 20% | 5 |
| [IT asset management](https://www.gane.ai/index/it/operations/it-asset-management/index.md) | 0% | 17 | 0% | 5 |
| [SaaS security posture management](https://www.gane.ai/index/it/security/saas-security-posture-management/index.md) | 0% | 88 | 50% | 2 |
| [Internal developer portals](https://www.gane.ai/index/it/developer/internal-developer-portals/index.md) | 0% | 55 | 0% | 1 |
| [Managed detection and response](https://www.gane.ai/index/it/security/managed-detection-and-response/index.md) | 0% | 60 | 0% | 1 |
| [Microsoft 365 management](https://www.gane.ai/index/it/operations/microsoft-365-management/index.md) | 0% | 127 | 100% | 1 |

## What the models said for it

- "Torii is frequently rated as the best fit for the mid-market because its strength lies in operational automation rather than just reporting." (Qwen 3.7 Flash, SaaS management)
- "Torii, 1Password SaaS Manager, and CloudEagle.ai were named Leaders in the 2026 Gartner Magic Quadrant for SaaS Management Platforms" (Claude Haiku 4.5, SaaS management)
- "Choose Torii if you need the most comprehensive platform with automation across IT, Finance, Procurement, and Security" (Kimi K2, SaaS management)
- "Start with Zluri or Torii... Torii if you have complex integrations and want deeper automation." (Kimi K2, SaaS management)

## And against it

- "Avoid platforms with opaque pricing (like Torii) if budget predictability matters to you." (Qwen 3.7 Flash, SaaS management)
- "noted for high costs (estimated $20K–$50K/year) and a significant negative rate" (Mistral Small, SaaS management)
- "Avoid enterprise-focused platforms like Zylo, Torii, or Productiv" (DeepSeek V4 Flash, SaaS management)
- "Avoid enterprise tools like Zylo ($30K+), Torii ($20K-$50K)" (Kimi K2, SaaS management)

## By model

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

## Sources returned with these answers

The sites and pages cited by the answers that named Torii, from 174 of the 200 answers that named it (only the models that return a source list).

### Domains cited

- g2.com: 89
- toriihq.com: 81 (its own site)
- corma.io: 63
- cloudeagle.ai: 52
- zylo.com: 52
- growrk.com: 45
- getapp.com: 43
- bettercloud.com: 40
- softwareadvice.com: 35
- live-digital.co.uk: 33

### Pages cited

- https://toriihq.com/articles/seven-best-saas-management-platforms: 47
- https://growrk.com/blog/saas-management-platform: 45
- https://corma.io/blog/top-15-saas-management-solutions-for-mid-sized-companies: 37
- https://live-digital.co.uk/blog/best-saas-management-platforms: 33
- https://g2.com/categories/saas-management-platforms/small-business: 28
- https://resources.rework.com/tools/it-management/best-saas-management-software-2026: 20
- https://g2.com/categories/saas-management-platforms/enterprise: 19
- https://zylo.com/blog/best-saas-spend-management-software: 19

## In its own words

What Torii's own pages state, read 2026-10-05. Stated by the vendor, not checked by the index.

- Positioning: SaaS and AI Management; a leading SaaS Management Platform helping organizations discover, manage, and optimize their SaaS applications. (https://toriihq.com/)
- For: Scale-up, Enterprise (https://toriihq.com/)
- Price stated: Torii is priced to your environment — across SaaS Management, Identity Governance, and AI Management. Get a tailored quote and see the ROI before you commit. (https://www.toriihq.com/pricing)
- Certifications: SOC 2 Type II, ISO 27001, GDPR
- Customers named: SmartBear, AkitaBox, Cloudinary, Appsflyer, HiBob, Omnipresent, Pipedrive, Smallpdf

## What it publishes

Every page toriihq.com exposes, read 2026-09-29: 1012 addresses. By kind, pages and the last 90 days:

- blog: 456 pages, 9 in the last 90 days, latest 2026-09-28
- case study: 20 pages, 0 in the last 90 days, latest undated
- webinar or virtual event: 16 pages, 0 in the last 90 days, latest undated
- report or ebook: 2 pages, 0 in the last 90 days, latest undated
- comparison: 23 pages, 2 in the last 90 days, latest 2026-09-11
- template or tool: 4 pages, 0 in the last 90 days, latest 2023-03-24
- glossary or explainer: 5 pages, 0 in the last 90 days, latest 2025-11-04
- Recent: 2026-09-28 blog: 11 ways to use toriis ai management platform https://www.toriihq.com/blog/11-ways-to-use-toriis-ai-management-platform
- Recent: 2026-09-22 blog: Ai is the industrial utility of today https://www.toriihq.com/blog/ai-is-the-industrial-utility-of-today
- Recent: 2026-09-11 comparison: Top 5 zylo alternatives for saas management https://www.toriihq.com/articles/top-5-zylo-alternatives-for-saas-management
- Recent: 2026-09-08 blog: 974 patches in one tuesday 2026 has already doubled the worst year https://www.toriihq.com/blog/974-patches-in-one-tuesday-2026-has-already-doubled-the-worst-year
- Recent: 2026-09-02 blog: 2637 05 google shipped hard monthly spend caps for ai agents the 5th https://www.toriihq.com/blog/2637-05-google-shipped-hard-monthly-spend-caps-for-ai-agents-the-5th
- Recent: 2026-08-25 blog: How to Monitor Claude Billing and Anthropic API Spending (3 Methods) | Torii https://www.toriihq.com/articles/how-to-monitor-spending-claude

## Record

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