Versapay vs Upflow
Four of fourteen models named Versapay first on the direct prompt; two named Upflow. Both were named by all fourteen models and Versapay carries 34 labels and Upflow 29, so the shares are not directly comparable.
Named in eleven categories this edition.
Named in eight categories this edition.
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; every quote names the model and the prompt it came from. Both figures come from the cash application page.
By framing
VersapayFirst choices, of fourteen modelsUpflow
Across every category in the November 2026 Edition, Versapay and Upflow were named in the same answer eighty-five times, of the 274 answers naming Versapay and the 220 naming Upflow. In those answers Upflow took the first choice fifteen times and Versapay seventeen.
Every model, every framing
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | | | ||||
| GPT-5.4 mini | | | ||||
| Gemini 3.5 Flash | | | | | ||
| Perplexity Sonar | | | | | ||
| Grok 4.20 | | | | |||
| Mistral Small | | |||||
| DeepSeek V4 Flash | | | | | ||
| Llama 4 Maverick | ||||||
| Qwen 3.7 Flash | | |||||
| Kimi K2 | | | | |||
| GLM 4.7 FlashX | | | ||||
| MiniMax M2.5 | | | ||||
| GPT-6 Luna | | | | |||
| Muse Glimmer 30B | | | | |
Versapay Upflow first choice named as an alternative argued againstblank: not namedEach cell is one answer, Versapay on the left and Upflow on the right.The direct prompt
Versapay first, Upflow an alternative
4 of 14 modelsUpflow was named in the answer but not as the choice, or not at all.Upflow first, Versapay an alternative
2 of 14 modelsVersapay was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
5 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
3 of 14 modelsThe answer made no first choice from these two in this category.Bold names in an answer are the products the judge labeled a first choice; a model naming several gives each of them that label. The full answer text for every row is in the record.
By buyer segment
Versapay15%#1 of 12Upflow15%#2 of 12Versapay0%#8 of 9Upflow0%#– of 9What the models said about Versapay
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Versapay — Better for mid-market; typically starts around $1,000+/month” DeepSeek V4 Flash · budget prompt · hard negative
“If I had to pick one for a typical mid-sized B2B company, I'd recommend Versapay as the primary choice” DeepSeek V4 Flash · paraphrase prompt · first choice
What the models said about Upflow
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of three in this category shown.
“Upflow — Starter tier at ~$333/month; expensive for small budgets” DeepSeek V4 Flash · budget prompt · hard negative
“Fast implementation (weeks, not months) with transparent mid-market tier pricing... emphasizes strong matching logic and clean exception handling” Gemini 3.5 Flash · budget prompt · first choice
“Zero spend to test: Upflow Discover free forever gives AR health insights and a look at the Cash App Agent workflow with no commitment.” Muse Glimmer 30B · budget prompt · first choice
Comparisons are drawn for the top eight products in each category, each against each. The output is the models' output; nothing here is a recommendation by the index.