# Upflow vs Gaviti: which do AI models recommend for cash application, September 2026

Finance AI Recommendation Index, September 2026 Edition, Cash application. Two of twelve models named Upflow first on the direct prompt; zero named Gaviti. Page: https://finance-ai-index.com/receivables/cash-application/upflow-vs-gaviti/

| | First-choice share | Rank | Negative rate | Labels | Models naming it |
|---|---|---|---|---|---|
| Upflow | 9% | #3 of 10 | 0% | 13 | 7 of 12 |
| Gaviti | 2% | #7 of 10 | 15% | 13 | 8 of 12 |

## The direct prompt, model by model

- Mistral Small: upflow first (first choices: Upflow) (alternatives: Bluecopa, Cashbook, Chaser)
- Llama 4 Maverick: upflow first (first choices: Upflow) (alternatives: Bluecopa, Cashbook, Chaser, Lunos)
- Claude Haiku 4.5: neither first, one named (first choices: Versapay) (alternatives: Billtrust, Paystand, Quadient Accounts Receivable, Upflow)
- Gemini 3.5 Flash: neither first, one named (first choices: Quadient Accounts Receivable) (alternatives: Stuut, Tesorio, Upflow, Versapay)
- Perplexity Sonar: neither first, one named (first choices: HighRadius) (alternatives: Billtrust, Kolleno, Upflow)
- Grok 4.1 Fast: neither first, one named (first choices: Esker) (alternatives: Billtrust, Gaviti, HighRadius, Quadient Accounts Receivable)
- DeepSeek V4 Flash: neither first, one named (first choices: Esker, HighRadius) (alternatives: Gaviti, Monk, Versapay)
- GLM 4.7 FlashX: neither first, one named (first choices: Esker, Kolleno) (alternatives: Chaser, Gaviti, Monk, Quadient Accounts Receivable, Serrala, Stuut, Transparency / Transformance, Versapay)
- GPT-5.4 mini: neither named (first choices: HighRadius) (alternatives: BlackLine Cash Application, Sidetrade)
- Qwen 3.7 Flash: neither named (first choices: HighRadius) (alternatives: AtoBi, BlackLine Cash Application, Trintech)
- Kimi K2: neither named (first choices: HighRadius) (alternatives: Billtrust, Chaser, Versapay)
- MiniMax M2.5: neither named (first choices: HighRadius) (alternatives: Monk)

## What the models said about Upflow

- "Upflow - Good fit for mid-sized and scaling companies (typically $10M-$500M revenue) that need cash application to feed directly into AR and collections" (Llama 4 Maverick, direct prompt, first choice)
- "Upflow is often recommended as the best overall solution due to its seamless integration with collections and AR workflows" (Mistral Small, direct prompt, first choice)

## What the models said about Gaviti

- "lowest invoice-matching accuracy score (6.9/10) among major peers. If matching is your core problem, look elsewhere." (DeepSeek V4 Flash, paraphrase prompt, soft negative)
- "AI-powered cash application, but may be overkill for very small budgets" (MiniMax M2.5, budget prompt, soft negative)

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.