Corpay vs Rippling Spend
Four of fourteen models named Corpay first on the direct prompt; one named Rippling Spend. Corpay was named by eight of the fourteen models and Rippling Spend by eight and Corpay carries 11 labels and Rippling Spend 10, so the shares are not directly comparable.
Named in three categories 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 corporate cards page.
By framing
CorpayFirst choices, of fourteen modelsRippling Spend
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 4.1 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 | |
Corpay Rippling Spend first choice named as an alternative argued againstblank: not namedEach cell is one answer, Corpay on the left and Rippling Spend on the right.The direct prompt
Corpay first, Rippling Spend not the choice
4 of 14 modelsRippling Spend was named in the answer but not as the choice, or not at all.Rippling Spend first, Corpay not the choice
1 of 14 modelsCorpay was named in the answer but not as the choice, or not at all.Neither was the first choice, one was named
4 of 14 modelsThe answer put something else first and named one of the two as an alternative.Neither was named
5 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
Rippling Spend2%#– of 7Corpay0%#– of 7Corpay7%#4 of 8Rippling Spend2%#6 of 8What the models said about Corpay
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Three of four in this category shown.
“The Corpay Mastercard leads for mid-market and enterprise companies that need AP-integrated card payments, managed vendor enrollment, and rebates that scale with spend volume” Muse Glimmer 30B · direct prompt · first choice
“Corpay Mastercard appears to be specifically highlighted as the best for mid-market and enterprise B2B companies” MiniMax M2.5 · direct prompt · first choice
“For larger organizations needing full AP automation and vendor management, Corpay is strongest.” MiniMax M2.5 · comparative prompt · first choice
What the models said about Rippling Spend
Every negative label with a quote, up to three, then the highest-weighted positives, up to three. Two of two in this category shown.
“Ramp or Rippling Spend offer the best balance of zero cost, strong automation, corporate liability, and meaningful cashback” DeepSeek V4 Flash · direct prompt · first choice
“If you use Rippling for HR, they can instantly issue and revoke cards based on an employee's employment status” Gemini 3.5 Flash · scale 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.