# Oracle Transportation Management: how AI models rank it, November 2026

Gane Index, November 2026 Edition. Named in 5 judge labels across 1 category by 5 of 14 models. Page: https://www.gane.ai/index/finance/vendors/oracle-transportation-management

## Standing by category

| Category | Share | Rank | Negative rate | Labels |
|---|---|---|---|---|
| [Treasury management systems](https://www.gane.ai/index/finance/treasury/treasury-management-systems/index.md) | 2% | 23 | 40% | 5 |

## What the models said for it

- "Best all-around for mid-market B2B: Oracle Transportation Management (OTM)" (GPT-5.4 mini, Treasury management syst)

## And against it

- "not the heavyweight enterprise suites (like SAP TM or Oracle OTM) that are designed for large global enterprises" (DeepSeek V4 Flash, Treasury management syst)
- "These are more enterprise-oriented and can be overkill (and costly) for pure mid-market." (Grok 4.20, Treasury management syst)

## By model

| Model | First choice | Alternative | Mention | Warning | Labels |
|---|---|---|---|---|---|
| Claude Haiku 4.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-5.4 mini | 1 | 0 | 0 | 0 | 1 |
| Gemini 3.5 Flash | 0 | 0 | 0 | 0 | 0 |
| Perplexity Sonar | 0 | 0 | 0 | 0 | 0 |
| Grok 4.20 | 0 | 0 | 0 | 1 | 1 |
| Mistral Small | 0 | 0 | 0 | 0 | 0 |
| DeepSeek V4 Flash | 0 | 0 | 0 | 1 | 1 |
| 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 | 0 | 0 |
| MiniMax M2.5 | 0 | 0 | 0 | 0 | 0 |
| GPT-6 Luna | 0 | 0 | 0 | 0 | 0 |
| Muse Glimmer 30B | 0 | 0 | 1 | 0 | 1 |

## Sources returned with these answers

The sites and pages cited by the answers that named Oracle Transportation Management, from 13 of the 15 answers that named it (only the models that return a source list).

### Domains cited

- suitefleet.com: 8
- kinaxis.com: 6
- locus.sh: 5
- g2.com: 4
- gofreight.com: 4
- go.mycarrier.io: 3
- selecthub.com: 3
- softwareadvice.com: 3
- solutionsreview.com: 3
- elevatiq.com: 2

### Pages cited

- https://suitefleet.com/blog/top-20-transportation-management-systems-2026: 8
- https://kinaxis.com/sites/default/files/2024-10/Kinaxis-Analyst-Report-Nucleus-Research-TMS-Technology-Value-Matrix-2024.pdf: 6
- https://gofreight.com/blog/best-tms-software: 4
- https://locus.sh/blogs/best-tms-for-shippers-software-comparison-2026: 4
- https://g2.com/categories/transportation-management-systems-tms/enterprise: 3
- https://go.mycarrier.io/blog/5-best-tms-for-mid-sized-shippers-2026: 3
- https://locus.sh/blogs/best-transportation-management-software: 3
- https://solutionsreview.com/enterprise-resource-planning/the-best-transportation-management-systems-tms-to-consider: 3

## In its own words

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

- Positioning: New Features: OTM and GTM (https://learn.oracle.com/ols/course/whats-new-in-otm-and-gtm/46418/89898)
- For: All Users (https://learn.oracle.com/ols/course/whats-new-in-otm-and-gtm/46418/89898)

## 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.