One of fourteen models named Spreedly first on the direct prompt; zero named Hyperswitch. Spreedly was named by fourteen of the fourteen models and Hyperswitch by ten and Spreedly carries 50 labels and Hyperswitch 13, so the shares are not directly comparable.
Named in two categories 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 eight in this category shown.
“Multiple buyer surveys flag sudden, significant price increases at renewal as a recurring complaint that drives negative NPS.” Muse Glimmer 30B · negative prompt · soft negative
“Sudden, significant price increases at renewal are a recurring complaint and drive negative NPS” DeepSeek V4 Flash · negative prompt · soft negative
“recurring gripes on sudden price hikes at renewal, occasional transaction slowdowns” Grok 4.1 Fast · negative prompt · soft negative
“Spreedly - Specifically described as a payment orchestration layer (not a gateway) that tokenizes card data and routes across 130+ processors.” MiniMax M2.5 · paraphrase prompt · first choice
“Spreedly pioneered provider-agnostic token vaulting and remains one of the strongest options for engineering teams” Claude Haiku 4.5 · comparative prompt · first choice
“Choose Spreedly if you care most about neutrality and portability.” GPT-5.4 mini · comparative 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.