Three of fourteen models named Primer first on the direct prompt; one named Checkout.com. Primer was named by fourteen of the fourteen models and Checkout.com by seven and Primer carries 52 labels and Checkout.com 11, so the shares are not directly comparable.
Named in one category this edition.
Named in three 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 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 4.20 | ||||||
| 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 |
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.
“Trustpilot aggregate: primer.io is rated "Bad" with 1.6 / 5 on Trustpilot based on 21 reviews” Muse Glimmer 30B · negative prompt · hard negative
“Platforms like Spreedly, Primer, and PayU Hub (formerly Zooz) fall into this category—while reputable, they may not be the best fit for early-stage or low-volume businesses” Mistral Small · negative prompt · soft negative
“pure-play routing providers such as Spreedly, IXOPAY and Primer ... sales-led/enterprise-style terms” Muse Glimmer 30B · budget prompt · soft negative
“For most mid-to-large merchants with multiple PSPs, dedicated platforms like Primer or Gr4vy deliver the highest ROI.” Grok 4.20 · comparative prompt · first choice
“Primer stands out as the best payment orchestration platform for a mid-market B2B company” Grok 4.20 · direct prompt · first choice
“the best default choice is often Primer if you want a purpose-built orchestration layer” GPT-5.4 mini · paraphrase prompt · first choice
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Five of six in this category shown.
“Checkout.com has limitations in true multi-PSP neutrality, with flexibility declining when attempting to treat multiple providers equally” Claude Haiku 4.5 · negative prompt · soft negative
“Pricing is opaque and negotiated manually... the overhead of managing Checkout.com isn't worth the savings” Qwen 3.7 Flash · negative prompt · soft negative
“The most modern, developer-friendly alternative to Adyen.” Qwen 3.7 Flash · direct prompt · first choice
“While often used as gateways, they have evolved into platforms offering strong orchestration-like features” Qwen 3.7 Flash · scale prompt · alternative
“a comprehensive PSP with built-in orchestration (Adyen, Checkout.com) may be better” Qwen 3.7 Flash · comparative prompt · alternative
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.