# Precoro vs Zip: which do AI models recommend for procure-to-pay, October 2026

Finance AI Recommendation Index, October 2026 Edition, Procure-to-pay. Two of fourteen models named Precoro first on the direct prompt; zero named Zip. Page: https://finance-ai-index.com/spend/procure-to-pay/precoro-vs-zip/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Precoro | 19% | #2 of 13 | 4% | 50 | 13 of 14 |
| Zip | 2% | #8 of 13 | 6% | 18 | 10 of 14 |

## The direct prompt, model by model

- DeepSeek V4 Flash: precoro first (first choices: Precoro, Procurify) (alternatives: ProcureDesk, Zip)
- MiniMax M2.5: precoro first (first choices: Precoro, Procurify) (alternatives: Ivalua, Proactis)
- Claude Haiku 4.5: neither first, one named (first choices: APSentra) (alternatives: Precoro, Procurify, Rillion)
- Gemini 3.5 Flash: neither first, one named (first choices: Procurify) (alternatives: Precoro, Ramp, Tipalti, Zip)
- Perplexity Sonar: neither first, one named (first choices: Procurify) (alternatives: Precoro, Ramp, Rillion)
- Grok 4.1 Fast: neither first, one named (first choices: Procurify) (alternatives: Precoro, Ramp, Stampli)
- Mistral Small: neither first, one named (first choices: Procurify, Rillion) (alternatives: Precoro)
- Kimi K2: neither first, one named (first choices: Procurify) (alternatives: Coupa, Precoro)
- GLM 4.7 FlashX: neither first, one named (first choices: Procurify) (alternatives: Fraxion, Precoro, ProcureDesk)
- GPT-6 Luna: neither first, one named (first choices: Procurify) (alternatives: Precoro, Ramp, Tipalti)
- Muse Glimmer 30B: neither first, one named (first choices: Procurify) (alternatives: Payhawk, Precoro, ProcureDesk, Ramp)
- GPT-5.4 mini: neither named (first choices: Coupa, Procurify) (alternatives: Ivalua, Jaggaer, Onventis, SAP)
- Llama 4 Maverick: neither named (first choices: Rillion) (alternatives: Mindsprint, ProcureDesk)
- Qwen 3.7 Flash: neither named (first choices: Procurify) (alternatives: Airbase, BILL, Coupa, Tipalti)

## What the models said about Precoro

- "Lacks the depth of integration, supply chain visibility, and operational connectivity that growing physical product companies need as they scale" (Claude Haiku 4.5, negative prompt, soft negative)
- "Procurify and Precoro are top recommendations due to their robust feature sets, scalability, and focus on mid-market needs" (Mistral Small, paraphrase prompt, first choice)

## What the models said about Zip

- "Very fast intake and approval workflows, but may feel lighter than traditional P2P suites." (GLM 4.7 FlashX, paraphrase prompt, soft negative)
- "Zip: The gold standard for "intake-to-pay". Highly rated for its user interface and ability to orchestrate complex approvals" (Gemini 3.5 Flash, scale prompt, first choice)

Share is the count of first choices across the direct, paraphrase, budget and scale prompts over all fourteen 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.