# Strategic sourcing: what AI models recommend, September 2026

Gane Index, September 2026 Edition. Asked as "strategic sourcing software" and as "e-sourcing and RFP tool", six framings each, to twelve models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/finance/spend/strategic-sourcing/2026-09

This is the permanent record of the September 2026 Edition, published September 17, 2026 and superseded since. The current standing: https://www.gane.ai/index/finance/spend/strategic-sourcing/index.md

**Standing:** Precoro leads with 17% of first choices; verdict contested. 47 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [Precoro](https://www.gane.ai/index/finance/vendors/precoro/index.md) | 17% | 11% | 18 |
| 2 | [Tradogram](https://www.gane.ai/index/finance/vendors/tradogram/index.md) | 15% | 0% | 19 |
| 3 | [GEP SMART](https://www.gane.ai/index/finance/vendors/gep-smart/index.md) | 11% | 8% | 12 |
| 6 | [Coupa](https://www.gane.ai/index/finance/vendors/coupa/index.md) | 6% | 42% | 33 |
| 8 | [Ivalua](https://www.gane.ai/index/finance/vendors/ivalua/index.md) | 4% | 18% | 11 |
| 13 | [Jaggaer](https://www.gane.ai/index/finance/vendors/jaggaer/index.md) | 2% | 28% | 18 |
| 18 | [Gem](https://www.gane.ai/index/finance/vendors/gem/index.md) | 0% | 0% | 10 |
| 20 | [Zycus](https://www.gane.ai/index/finance/vendors/zycus/index.md) | 0% | 10% | 10 |
| 21 | [LinkedIn Recruiter](https://www.gane.ai/index/finance/vendors/linkedin-recruiter/index.md) | 0% | 17% | 12 |
| 32 | [HireEZ](https://www.gane.ai/index/finance/vendors/hireez/index.md) | 0% | 27% | 11 |
| 125 | [SAP Ariba](https://www.gane.ai/index/finance/vendors/sap-ariba/index.md) | 0% | 63% | 30 |

Rank is by share of first choices among all 125 products named; products with the same share are tied, and the order among them carries no meaning. The table lists those with at least 10 labels.

## Each model's first choice on the direct prompt

- Claude Haiku 4.5: no first choice; alternatives Coupa, GEP SMART, SourceRFX, Tradogram
- GPT-5.4 mini: Procurify; alternatives Archlet, Coupa, Ivalua, SAP Ariba
- Gemini 3.5 Flash: Workday Strategic Sourcing; alternatives Archlet, Market Dojo, Tropic, Zip
- Perplexity Sonar: GEP SMART; alternatives Bonfire, Precoro, Procol
- Grok 4.20: Precoro; alternatives GEP SMART, Market Dojo, Tradogram
- Mistral Small: GEP SMART, Ivalua; alternatives Coupa, Workday Strategic Sourcing, Zycus
- DeepSeek V4 Flash: Precoro; alternatives GEP SMART, Market Dojo, Tradogram, Workday Strategic Sourcing
- Llama 4 Maverick: GEP SMART; alternatives Coupa, Jaggaer, Keelvar, Zycus
- Qwen 3.7 Flash: GEP SMART; alternatives Coupa, Jaggaer, Procol, ProcurePort
- Kimi K2: Precoro; alternatives GEP SMART, Market Dojo, Procol, Tradogram
- GLM 4.7 FlashX: Precoro; alternatives GEP SMART, SAP Ariba, ServiceNow Source‑to‑Pay Operations
- MiniMax M2.5: Precoro, Workday Strategic Sourcing; alternatives Zycus

## Sources the answers cite

60 of 72 answers came back with a source list, from 12 of 12 models. Sites named in the most answers:

- gartner.com: 30 answers, 35 citations
- softwareconnect.com: 30 answers, 32 citations
- g2.com: 20 answers, 42 citations
- walkme.com: 20 answers, 20 citations
- spendflo.com: 15 answers, 20 citations
- tropicapp.io: 15 answers, 18 citations
- softwareadvice.com: 14 answers, 16 citations
- zipdo.co: 13 answers, 13 citations

Pages named in the most answers:

- https://softwareconnect.com/roundups/best-strategic-sourcing-software (30 answers)
- https://walkme.com/blog/best-strategic-sourcing-software (19 answers)
- https://gartner.com/reviews/market/strategic-sourcing-application-suites (16 answers)
- https://softwareadvice.com/scm/strategic-sourcing-software-comparison (13 answers)
- https://tropicapp.io/blog/strategic-sourcing-software (13 answers)
- https://juicebox.ai/blog/best-sourcing-tools-for-recruiters (12 answers)
- https://kurums.com/best-strategic-sourcing-software-2026-comparison (12 answers)
- https://selectsoftwarereviews.com/buyer-guide/best-candidate-sourcing-tools (12 answers)
- https://gartner.com/reviews/market/e-sourcing-applications (10 answers)
- https://kodiakhub.com/blog/best-strategic-sourcing-software (10 answers)

## Warned against

- SAP Ariba: 19 of 30 labels negative. "Avoid massive enterprise suites like SAP Ariba, Coupa (Enterprise tier), or JAGGAER unless you have a massive procurement team of 10+ people." (Gemini 3.5 Flash, scale prompt)
- Coupa: 14 of 33 labels negative. "Avoid for Mid-Market ... Coupa — Can start around $2,500/month, may be overkill" (Kimi K2, direct prompt)
- HireEZ: 3 of 11 labels negative. "Multiple complaints that personal data is harvested without meaningful consent" (Kimi K2, negative prompt)
- Jaggaer: 5 of 18 labels negative. "Avoid massive enterprise suites like SAP Ariba, Coupa (Enterprise tier), or JAGGAER" (Gemini 3.5 Flash, scale prompt)

## Record

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