One of fourteen models named Spreedly first on the direct prompt; one named Gr4vy. Spreedly was named by fourteen of the fourteen models and Gr4vy by thirteen and Spreedly carries 50 labels and Gr4vy 28, 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.
Across every category in the October 2026 Edition, Spreedly and Gr4vy were named in the same answer sixty-six times, of the 139 answers naming Spreedly and the 84 naming Gr4vy. In those answers Gr4vy took the first choice six times and Spreedly eleven.
| 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. 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
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.