# Strategic sourcing: what AI models recommend, October 2026

Gane Index, October 2026 Edition. Asked as "strategic sourcing software" and as "e-sourcing and RFP tool", six framings each, to fourteen models with search on, on behalf of a mid-market B2B company. Page: https://www.gane.ai/index/finance/spend/strategic-sourcing/2026-10

This is the permanent record of the October 2026 Edition, published October 1, 2026 and superseded since. The current standing: https://www.gane.ai/index/finance/spend/strategic-sourcing/index.md

**Standing:** oboloo leads with 15% of first choices; verdict contested. 52 first choices across the direct, paraphrase, budget and scale prompts.

## First-choice share

| Rank | Product | Share | Negative rate | Labels |
|---|---|---|---|---|
| 1 | [oboloo](https://www.gane.ai/index/finance/vendors/oboloo/index.md) | 15% | 9% | 11 |
| 2 | [Precoro](https://www.gane.ai/index/finance/vendors/precoro/index.md) | 13% | 0% | 23 |
| 3 | [Tradogram](https://www.gane.ai/index/finance/vendors/tradogram/index.md) | 13% | 7% | 14 |
| 4 | [Procurify](https://www.gane.ai/index/finance/vendors/procurify/index.md) | 13% | 0% | 11 |
| 5 | [Market Dojo](https://www.gane.ai/index/finance/vendors/market-dojo/index.md) | 6% | 0% | 16 |
| 8 | [Ivalua](https://www.gane.ai/index/finance/vendors/ivalua/index.md) | 4% | 19% | 16 |
| 9 | [GEP SMART](https://www.gane.ai/index/finance/vendors/gep-smart/index.md) | 4% | 21% | 14 |
| 11 | [Coupa](https://www.gane.ai/index/finance/vendors/coupa/index.md) | 4% | 47% | 30 |
| 13 | [Jaggaer](https://www.gane.ai/index/finance/vendors/jaggaer/index.md) | 2% | 15% | 13 |
| 18 | [HireEZ](https://www.gane.ai/index/finance/vendors/hireez/index.md) | 0% | 0% | 11 |
| 19 | [SeekOut](https://www.gane.ai/index/finance/vendors/seekout/index.md) | 0% | 0% | 11 |
| 20 | [Gem](https://www.gane.ai/index/finance/vendors/gem/index.md) | 0% | 0% | 11 |

Rank is by share of first choices among all 128 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: Precoro; alternatives Coupa, ProcurePort, SAP Ariba, Zycus
- GPT-5.4 mini: Procurify; alternatives Archlet, Bid Management
- Gemini 3.5 Flash: Workday Strategic Sourcing; alternatives Archlet, Market Dojo, Tradogram, Zip
- Perplexity Sonar: GEP SMART; alternatives Precoro, Procol, SAP Ariba Strategic Sourcing Suite
- Grok 4.20: Procurify; alternatives Precoro
- Mistral Small: Procurify; alternatives Ivalua, MeRLIN, SAP Ariba, Scanmarket
- DeepSeek V4 Flash: Procurify; alternatives Fairmarkit, GEP SMART, Market Dojo, Precoro
- Llama 4 Maverick: no first choice
- Qwen 3.7 Flash: Coupa; alternatives Jaggaer, Precoro, Zycus
- Kimi K2: Precoro, Procurify; alternatives Ivalua, Zip
- GLM 4.7 FlashX: Coupa, GEP SMART; alternatives Ivalua, Precoro, ProcureWare, SAP Ariba
- MiniMax M2.5: Procurify, Scanmarket
- GPT-6 Luna: Workday Strategic Sourcing; alternatives Coupa, GEP SMART
- Muse Glimmer 30B: Procurify; alternatives Basware, GEP SMART, Precoro, Zycus

## Sources the answers cite

75 of 84 answers came back with a source list, from 14 of 14 models. Sites named in the most answers:

- spendflo.com: 33 answers, 37 citations
- softwareconnect.com: 32 answers, 36 citations
- g2.com: 30 answers, 61 citations
- sourceforge.net: 30 answers, 50 citations
- softwaresuggest.com: 25 answers, 26 citations
- guideflow.com: 17 answers, 18 citations
- softwareadvice.com: 16 answers, 17 citations
- tropicapp.io: 14 answers, 16 citations

Pages named in the most answers:

- https://softwareconnect.com/roundups/best-strategic-sourcing-software (32 answers)
- https://softwaresuggest.com/strategic-sourcing-software (23 answers)
- https://spendflo.com/blog/strategic-sourcing-platforms (20 answers)
- https://g2.com/categories/strategic-sourcing?page=8 (18 answers)
- https://sourceforge.net/software/strategic-sourcing (14 answers)
- https://spendflo.com/blog/e-sourcing-platform (14 answers)
- https://walkme.com/blog/best-strategic-sourcing-software (12 answers)
- https://softwareadvice.com/scm/strategic-sourcing-software-comparison (11 answers)
- https://leonar.app/blog/best-talent-sourcing-platforms (10 answers)
- https://lever.co/insights/best-candidate-sourcing-tools (10 answers)

## Warned against

- SAP Ariba: 22 of 32 labels negative. "Mid-sized companies should avoid heavyweight enterprise legacy platforms (like SAP Ariba or Oracle) because they are highly expensive, complex" (Gemini 3.5 Flash, paraphrase prompt)
- Coupa: 14 of 30 labels negative. "SAP Ariba & Coupa — Powerful but typically overkill and overpriced for mid-sized companies" (Kimi K2, paraphrase prompt)
- Alibaba: 4 of 4 labels negative. "Even on massive platforms like Alibaba, "Verified" badges can sometimes be paid advertisements. Always verify ISO certifications independently." (Qwen 3.7 Flash, negative prompt)
- GEP SMART: 3 of 14 labels negative. "NOT Recommended for Limited Budgets" (DeepSeek V4 Flash, budget prompt)

## Movement since September 2026

Floor: 10 points of share, measured on the calibration repeat.
Same leader: Precoro at 14%.

- Procurify: 4% to 14%, +10. Inside the floor by 0 points · rank 9 → 3 of 120.
- GEP SMART: 11% to 5%, −6. Inside the floor by 4 points · rank 3 → 7 of 120.
- Precoro: 17% to 14%, −3. Inside the floor by 7 points · rank 1 of 120, unchanged.
- Tradogram: 15% to 14%, −1. Inside the floor by 9 points · rank 2 of 120, unchanged.
- Market Dojo: 4% to 5%, +1. Inside the floor by 9 points · rank 7 → 5 of 120.
- Ivalua: 4% to 5%, +1. Inside the floor by 9 points · rank 8 → 6 of 120.
- Coupa: 6% to 5%, −1. Inside the floor by 9 points · rank 6 → 11 of 120.
- Jaggaer: 2% to 2%, ±0. Inside the floor by 10 points · rank 13 of 120, unchanged.
- HireEZ: 0% to 0%, ±0. Inside the floor by 10 points · rank 32 → 18 of 120.
- Gem: 0% to 0%, ±0. Inside the floor by 10 points · rank 18 → 19 of 120.
- Zycus: 0% to 0%, ±0. Inside the floor by 10 points · rank 20 → 21 of 120.
- LinkedIn Recruiter: 0% to 0%, ±0. Inside the floor by 10 points · rank 21 → 26 of 120.

## Record

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