# Precoro vs Ivalua: which do AI models recommend for strategic sourcing, September 2026

Finance AI Recommendation Index, September 2026 Edition, Strategic sourcing. Five of twelve models named Precoro first on the direct prompt; one named Ivalua. Page: https://finance-ai-index.com/spend/strategic-sourcing/precoro-vs-ivalua/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Precoro | 17% | #1 of 11 | 11% | 18 | 9 of 12 |
| Ivalua | 4% | #5 of 11 | 18% | 11 | 8 of 12 |

## The direct prompt, model by model

- Grok 4.1 Fast: precoro first (first choices: Precoro) (alternatives: GEP SMART, Market Dojo, Tradogram)
- DeepSeek V4 Flash: precoro first (first choices: Precoro) (alternatives: GEP SMART, Market Dojo, Tradogram, Workday Strategic Sourcing)
- Kimi K2: precoro first (first choices: Precoro) (alternatives: GEP SMART, Market Dojo, Procol, Tradogram)
- GLM 4.7 FlashX: precoro first (first choices: Precoro) (alternatives: GEP SMART, SAP Ariba, ServiceNow Source‑to‑Pay Operations)
- MiniMax M2.5: precoro first (first choices: Precoro, Workday Strategic Sourcing) (alternatives: Zycus)
- Mistral Small: ivalua first (first choices: GEP SMART, Ivalua) (alternatives: Coupa, Workday Strategic Sourcing, Zycus)
- GPT-5.4 mini: neither first, one named (first choices: Procurify) (alternatives: Archlet, Coupa, Ivalua, SAP Ariba)
- Perplexity Sonar: neither first, one named (first choices: GEP SMART) (alternatives: Bonfire, Precoro, Procol)
- Claude Haiku 4.5: neither named (alternatives: Coupa, GEP SMART, SourceRFX, Tradogram, Zycus)
- Gemini 3.5 Flash: neither named (first choices: Workday Strategic Sourcing) (alternatives: Archlet, Market Dojo, Tropic, Zip)
- Llama 4 Maverick: neither named (first choices: GEP SMART) (alternatives: Coupa, Jaggaer, Keelvar, Zycus)
- Qwen 3.7 Flash: neither named (first choices: GEP SMART) (alternatives: Coupa, Jaggaer, Procol, ProcurePort, Zycus)

## What the models said about Precoro

- "Higher-end options like Precoro ($499+/mo) ... are less suitable for tight budgets" (Grok 4.1 Fast, budget prompt, soft negative)
- "Precoro (Highest User Ratings: 4.7/5 on G2 with 220+ reviews... Ideal for mid-market teams centralizing procurement without heavy IT involvement."}" (Grok 4.1 Fast, direct prompt, first choice)

## What the models said about Ivalua

- "full enterprise suites may be overkill unless you're already heavily invested in that ecosystem" (GLM 4.7 FlashX, scale prompt, soft negative)
- "It is considered the top choice for mid-market and enterprise organizations due to its comprehensive features and flexibility." (Mistral Small, direct prompt, first choice)
- "shortlist against Coupa, Jaggaer, GEP SMART, and Ivalua" (DeepSeek V4 Flash, scale prompt, first choice)
- "stronger full-suite procurement platforms that tend to fit more complex organizations" (GPT-5.4 mini, direct prompt, alternative)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all twelve models, for a mid-market B2B company; rank is within the category. Comparisons are drawn for the top eight products in each category. Published under CC BY 4.0; the output is the models' output, and nothing here is a recommendation by the index.