One of fourteen models named Gr4vy first on the direct prompt; zero named Hyperswitch. Gr4vy was named by thirteen of the fourteen models and Hyperswitch by ten and Gr4vy carries 28 labels and Hyperswitch 13, so the shares are not directly comparable.
Named in one category this edition.
Named in one category 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 payment orchestration platforms page.
| Model | Direct | Paraphrase | Comparative | Budget-constrained | Scale-constrained | Negative |
|---|---|---|---|---|---|---|
| Claude Haiku 4.5 | ||||||
| GPT-5.4 mini | ||||||
| Gemini 3.5 Flash | ||||||
| Perplexity Sonar | ||||||
| Grok 4.1 Fast | ||||||
| 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 |
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.
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Six of seven in this category shown.
“For newer platforms like Gr4vy, diligence matters. References vary by vertical, and the pricing model won't map neatly to volume-only platforms” Claude Haiku 4.5 · negative prompt · soft negative
“Most industry-leading POPs (like Gr4vy, Spreedly, or Corefy) target mid-market to enterprise clients with high monthly minimum retainers” Gemini 3.5 Flash · budget prompt · soft negative
“very limited independent review coverage ... dedicated-instance approach that increases fixed costs” DeepSeek V4 Flash · negative prompt · soft negative
“If you are a large Enterprise concerned about data privacy and lock-in: Choose Gr4vy.” Qwen 3.7 Flash · comparative prompt · first choice
“Prioritize platforms with strong G2/enterprise reviews like Gr4vy (dedicated instances)” Grok 4.1 Fast · negative prompt · first choice
“Yuno or Gr4vy are strong fits when you need scalable multi-processor routing” Perplexity Sonar · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Four of five in this category shown.
“your team takes on infrastructure, security, compliance, and maintenance—so "free" can still mean significant operating cost” GPT-6 Luna · budget prompt · soft negative
“the best payment orchestration platform is likely Hyperswitch (from Juspay), especially its free self-hosted Community Edition” Grok 4.1 Fast · budget prompt · first choice
“Choose Hyperswitch (free, open-source) if you have technical capacity and want to avoid ongoing platform fees” Kimi K2 · budget prompt · first choice
“Hyperswitch is the absolute best payment orchestrator for a company on a tight budget.” Gemini 3.5 Flash · 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.